{
  "schemaVersion": 1,
  "edition": 1,
  "captured": "2026-10-03",
  "topic": "real estate agents",
  "prompt": "who are the best AEO agencies for real estate agents",
  "ranking": "Distinct platform coverage, descending; tied coverage shares rank, displayed alphabetically. First 16 rows are displayed, including alphabetical selection at a boundary tie. Counts describe the identified agency roster, not every entity label in the export.",
  "summary": {
    "agencyCount": 29,
    "mentionCount": 75,
    "citedPageCount": 51,
    "platformCount": 11,
    "leaderCount": 8,
    "excludedNameCount": 17,
    "unconfirmedNameCount": 4
  },
  "agencies": [
    {
      "agency": "First Page Sage",
      "website": "https://firstpagesage.com/",
      "platforms": [
        "AI Overview",
        "Gemini",
        "Claude",
        "Copilot",
        "Grok",
        "Meta AI",
        "DeepSeek",
        "Brave AI"
      ],
      "platformCount": 8,
      "visibility": 73,
      "recordedNames": [
        "First Page Sage"
      ],
      "rank": 1
    },
    {
      "agency": "Luxury Presence",
      "website": "https://www.luxurypresence.com/",
      "platforms": [
        "AI Overview",
        "AI Mode",
        "Copilot",
        "Grok",
        "Meta AI",
        "DeepSeek",
        "Brave AI"
      ],
      "platformCount": 7,
      "visibility": 64,
      "recordedNames": [
        "Luxury Presence"
      ],
      "rank": 2
    },
    {
      "agency": "Siana Marketing",
      "website": "https://www.sianamarketing.com/",
      "platforms": [
        "Gemini",
        "Perplexity",
        "Claude",
        "Copilot",
        "Grok",
        "Meta AI",
        "Brave AI"
      ],
      "platformCount": 7,
      "visibility": 64,
      "recordedNames": [
        "Siana Marketing"
      ],
      "rank": 2
    },
    {
      "agency": "FlyDragon",
      "website": "https://www.goflydragon.com/",
      "platforms": [
        "ChatGPT",
        "AI Mode",
        "Gemini",
        "Perplexity",
        "Claude",
        "Grok"
      ],
      "platformCount": 6,
      "visibility": 55,
      "recordedNames": [
        "FlyDragon",
        "GoFlyDragon"
      ],
      "rank": 4
    },
    {
      "agency": "Algomizer",
      "website": "https://algomizer.com/",
      "platforms": [
        "Perplexity",
        "Copilot",
        "Grok",
        "Meta AI"
      ],
      "platformCount": 4,
      "visibility": 36,
      "recordedNames": [
        "Algomizer"
      ],
      "rank": 5
    },
    {
      "agency": "richresults.ai",
      "website": "https://richresults.ai/",
      "platforms": [
        "Gemini",
        "Claude",
        "Grok",
        "Brave AI"
      ],
      "platformCount": 4,
      "visibility": 36,
      "recordedNames": [
        "richresults.ai"
      ],
      "rank": 5
    },
    {
      "agency": "Agent Image",
      "website": "https://www.agentimage.com/",
      "platforms": [
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "platformCount": 3,
      "visibility": 27,
      "recordedNames": [
        "Agent Image"
      ],
      "rank": 7
    },
    {
      "agency": "Designated Local Expert",
      "website": "https://designatedlocalexpert.com/",
      "platforms": [
        "AI Overview",
        "Gemini",
        "Grok"
      ],
      "platformCount": 3,
      "visibility": 27,
      "recordedNames": [
        "Designated Local Expert",
        "Designated Local Expert®"
      ],
      "rank": 7
    },
    {
      "agency": "Siege Media",
      "website": "https://www.siegemedia.com/",
      "platforms": [
        "Grok",
        "Meta AI",
        "DeepSeek"
      ],
      "platformCount": 3,
      "visibility": 27,
      "recordedNames": [
        "Siege Media"
      ],
      "rank": 7
    },
    {
      "agency": "AEO Engine",
      "website": "https://aeoengine.ai/",
      "platforms": [
        "AI Mode",
        "Perplexity"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "AEO Engine"
      ],
      "rank": 10
    },
    {
      "agency": "Bluelinks Agency",
      "website": "https://bluelinks.agency/",
      "platforms": [
        "Grok",
        "Brave AI"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Bluelinks Agency"
      ],
      "rank": 10
    },
    {
      "agency": "Dakno Marketing",
      "website": "https://www.dakno.com/",
      "platforms": [
        "Perplexity",
        "Grok"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Dakno Marketing"
      ],
      "rank": 10
    },
    {
      "agency": "Genevate",
      "website": "https://www.genevate.co/",
      "platforms": [
        "Copilot",
        "Grok"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Genevate"
      ],
      "rank": 10
    },
    {
      "agency": "Onely",
      "website": "https://www.onely.com/",
      "platforms": [
        "Meta AI",
        "DeepSeek"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Onely"
      ],
      "rank": 10
    },
    {
      "agency": "Outstream",
      "website": "https://outstream.ca/",
      "platforms": [
        "Perplexity",
        "Claude"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Outstream"
      ],
      "rank": 10
    },
    {
      "agency": "Real Estate Webmasters",
      "website": "https://www.realestatewebmasters.com/",
      "platforms": [
        "Copilot",
        "Grok"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Real Estate Webmasters"
      ],
      "rank": 10
    },
    {
      "agency": "Union Street Media",
      "website": "https://unionstreetmedia.com/",
      "platforms": [
        "Copilot",
        "Grok"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Union Street Media"
      ],
      "rank": 10
    },
    {
      "agency": "Victorious",
      "website": "https://victorious.com/",
      "platforms": [
        "Meta AI",
        "DeepSeek"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "Victorious"
      ],
      "rank": 10
    },
    {
      "agency": "WebFX",
      "website": "https://www.webfx.com/",
      "platforms": [
        "Meta AI",
        "DeepSeek"
      ],
      "platformCount": 2,
      "visibility": 18,
      "recordedNames": [
        "WebFX"
      ],
      "rank": 10
    },
    {
      "agency": "AppLabx",
      "website": "https://applabx.com/",
      "platforms": [
        "Meta AI"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "AppLabx"
      ],
      "rank": 20
    },
    {
      "agency": "Avenue Z",
      "website": "https://avenuez.com/",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "Avenue Z"
      ],
      "rank": 20
    },
    {
      "agency": "Coalition Technologies",
      "website": "https://coalitiontechnologies.com/",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "Coalition Technologies"
      ],
      "rank": 20
    },
    {
      "agency": "Directive",
      "website": "https://directiveconsulting.com/",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "Directive Consulting"
      ],
      "rank": 20
    },
    {
      "agency": "Fuel Online",
      "website": "https://fuelonline.com/",
      "platforms": [
        "Meta AI"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "Fuel Online"
      ],
      "rank": 20
    },
    {
      "agency": "HawkSEM",
      "website": "https://hawksem.com/",
      "platforms": [
        "Meta AI"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "HawkSEM"
      ],
      "rank": 20
    },
    {
      "agency": "InboundREM",
      "website": "https://inboundrem.com/",
      "platforms": [
        "Grok"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "InboundREM"
      ],
      "rank": 20
    },
    {
      "agency": "iPullRank",
      "website": "https://ipullrank.com/",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "iPullRank"
      ],
      "rank": 20
    },
    {
      "agency": "NoGood",
      "website": "https://nogood.io/",
      "platforms": [
        "Claude"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "NoGood"
      ],
      "rank": 20
    },
    {
      "agency": "Tobe Agency",
      "website": "https://www.tobeagency.co/",
      "platforms": [
        "Claude"
      ],
      "platformCount": 1,
      "visibility": 9,
      "recordedNames": [
        "Tobe Agency"
      ],
      "rank": 20
    }
  ],
  "platforms": [
    {
      "platform": "ChatGPT",
      "label": "ChatGPT",
      "agencyCount": 1
    },
    {
      "platform": "AI Overview",
      "label": "Google AI Overview",
      "agencyCount": 5
    },
    {
      "platform": "AI Mode",
      "label": "Google AI Mode",
      "agencyCount": 3
    },
    {
      "platform": "Gemini",
      "label": "Gemini",
      "agencyCount": 5
    },
    {
      "platform": "Perplexity",
      "label": "Perplexity",
      "agencyCount": 6
    },
    {
      "platform": "Claude",
      "label": "Claude",
      "agencyCount": 7
    },
    {
      "platform": "Copilot",
      "label": "Microsoft Copilot",
      "agencyCount": 8
    },
    {
      "platform": "Grok",
      "label": "Grok",
      "agencyCount": 15
    },
    {
      "platform": "Meta AI",
      "label": "Meta AI",
      "agencyCount": 11
    },
    {
      "platform": "DeepSeek",
      "label": "DeepSeek",
      "agencyCount": 8
    },
    {
      "platform": "Brave AI",
      "label": "Brave Search AI",
      "agencyCount": 6
    }
  ],
  "citations": [
    {
      "url": "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
      "domain": "firstpagesage.com",
      "title": "the top real estate geo aeo agencies",
      "capturedTitle": "### Agent Image",
      "platforms": [
        "Gemini",
        "Perplexity",
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "platformCount": 5,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 17,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/",
      "domain": "bluelinks.agency",
      "title": "GEO Agencies for Real Estate",
      "capturedTitle": "GEO Agencies for Real Estate",
      "platforms": [
        "Perplexity",
        "Claude",
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "platformCount": 5,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 15,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html",
      "domain": "richresults.ai",
      "title": "top aeo geo agencies real estate companies.html",
      "capturedTitle": "Siana Marketing",
      "platforms": [
        "Gemini",
        "Perplexity",
        "Claude",
        "Grok",
        "Brave AI"
      ],
      "platformCount": 5,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 20,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
      "domain": "sianamarketing.com",
      "title": "real estate geo aeo agencies",
      "capturedTitle": "- Real Estate Focus: 5.0/5.0",
      "platforms": [
        "Gemini",
        "Perplexity",
        "Claude",
        "Copilot",
        "Brave AI"
      ],
      "platformCount": 5,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 19,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://blog.frizerly.com/26392/_best_aeo_tools_to_get_real_estate_agents_recommended_by_chatgpt__gemini_in_",
      "domain": "blog.frizerly.com",
      "title": "best aeo tools to get real estate agents recommended by chatgpt  gemini in",
      "capturedTitle": "Frizerly Frizerly is the leading end-to-end AEO and local SEO automation platform designed precisely for real estate professionals. It connects with your website, learns your specialties, and publishes high-quality, search- and AI-optimized blogs every week (…",
      "platforms": [
        "Gemini",
        "Claude",
        "Brave AI"
      ],
      "platformCount": 3,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 16,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.goflydragon.com/services/aeo-for-real-estate/",
      "domain": "goflydragon.com",
      "title": "Aeo For Real Estate",
      "capturedTitle": "Aeo For Real Estate",
      "platforms": [
        "AI Mode",
        "Perplexity",
        "Grok"
      ],
      "platformCount": 3,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 28,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://aeoengine.ai/industries/real-estate-seo",
      "domain": "aeoengine.ai",
      "title": "Top AEO Agency for Real Estate Companies | AI SEO Experts",
      "capturedTitle": "Top AEO Agency for Real Estate Companies | AI SEO Experts",
      "platforms": [
        "AI Mode",
        "Perplexity"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 43,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies/",
      "domain": "firstpagesage.com",
      "title": "The Top Answer Engine Optimization (AEO) Companies of 2026 – First Page Sage",
      "capturedTitle": "The Top Answer Engine Optimization (AEO) Companies of 2026 – First Page Sage",
      "platforms": [
        "AI Overview",
        "Perplexity"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 37,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://joinbulletproof.com/best-real-estate-seo-companies",
      "domain": "joinbulletproof.com",
      "title": "Best Real Estate Seo Companies",
      "capturedTitle": "Best Real Estate Seo Companies",
      "platforms": [
        "Gemini",
        "Perplexity"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 31,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://moosend.com/blog/best-aeo-agencies/",
      "domain": "moosend.com",
      "title": "13 Best Answer Engine Optimization (AEO) Agencies In 2026",
      "capturedTitle": "13 Best Answer Engine Optimization (AEO) Agencies In 2026",
      "platforms": [
        "AI Overview",
        "Perplexity"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 34,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://oakpool.xyz/drift/aeo-geo-agencies-for-real-estate/",
      "domain": "oakpool.xyz",
      "title": "aeo geo agencies for real estate",
      "capturedTitle": "Agent Image",
      "platforms": [
        "Claude",
        "Brave AI"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 18,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://posirank.com/blog/10-best-aeo-geo-agencies-for-real-estate",
      "domain": "posirank.com",
      "title": "10 Best AEO / GEO Agencies for Real Estate - posirank.com",
      "capturedTitle": "10 Best AEO / GEO Agencies for Real Estate - posirank.com",
      "platforms": [
        "Perplexity",
        "Copilot"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 23,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.abnewswire.com/pressreleases/best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research_830999.html",
      "domain": "abnewswire.com",
      "title": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report ...",
      "capturedTitle": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report ...",
      "platforms": [
        "Copilot",
        "Grok"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 21,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.barchart.com/story/news/3975087/best-ai-search-geo-aeo-agencies-for-real-estate-2026-report-published-by-lockhart-research",
      "domain": "barchart.com",
      "title": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report Published by Lockhart Research",
      "capturedTitle": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report Published by Lockhart Research",
      "platforms": [
        "Copilot",
        "Meta AI"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 7,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.callboxinc.com/growth-hacking/best-aeo-agencies/",
      "domain": "callboxinc.com",
      "title": "8 Best AEO Agencies in 2026: Can They Close?",
      "capturedTitle": "8 Best AEO Agencies in 2026: Can They Close?",
      "platforms": [
        "Perplexity",
        "Claude"
      ],
      "platformCount": 2,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 39,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://aeoengine.ai/blog/best-real-estate-aeo-services-residential-agents",
      "domain": "aeoengine.ai",
      "title": "Best Real Estate AEO for Residential Agents 2026",
      "capturedTitle": "Best Real Estate AEO for Residential Agents 2026",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 24,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://blog.applabx.com/top-10-geo-agencies-for-real-estate-developers-in-2026/",
      "domain": "blog.applabx.com",
      "title": "Top 10 GEO Agencies For Real Estate Developers in 2026",
      "capturedTitle": "Top 10 GEO Agencies For Real Estate Developers in 2026",
      "platforms": [
        "Meta AI"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 9,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://designatedlocalexpert.com/dle-agent-1760718426-3509ddef/top-3-real-estate-aeogeollmo-services/",
      "domain": "designatedlocalexpert.com",
      "title": "Top 3 Real Estate Aeogeollmo Services",
      "capturedTitle": "Top 3 Real Estate Aeogeollmo Services",
      "platforms": [
        "Grok"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 29,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://designatedlocalexpert.com/dle-agent-1765323413-0b2e6df9/top-3-real-estate-aeogeollmo-services/",
      "domain": "designatedlocalexpert.com",
      "title": "Top 3 Real Estate Aeogeollmo Services",
      "capturedTitle": "Top 3 Real Estate Aeogeollmo Services",
      "platforms": [
        "Gemini"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 30,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://dlenetwork.com/posts/best-real-estate-geo-services-for-agents-and-teams",
      "domain": "dlenetwork.com",
      "title": "Best Real Estate GEO Services for Agents in 2026",
      "capturedTitle": "Best Real Estate GEO Services for Agents in 2026",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 33,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://en.wikipedia.org/wiki/Council_for_Estate_Agencies",
      "domain": "en.wikipedia.org",
      "title": "Council for Estate Agencies",
      "capturedTitle": "Council for Estate Agencies",
      "platforms": [
        "Claude"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 41,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://finance.yahoo.com/news/report-choose-best-aeo-agency-183200973.html",
      "domain": "finance.yahoo.com",
      "title": "New Report “How To Choose The Best AEO Agency in 2026”",
      "capturedTitle": "New Report “How To Choose The Best AEO Agency in 2026”",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 51,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/?utm_source=chatgpt.com",
      "domain": "firstpagesage.com",
      "title": "The Top Real Estate GEO / AEO Agencies of 2026 – First Page Sage",
      "capturedTitle": "The Top Real Estate GEO / AEO Agencies of 2026 – First Page Sage",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 2,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://higoodie.com/blog/aeo-agencies/",
      "domain": "higoodie.com",
      "title": "How to Find an AEO Agency: Our Top 9 Picks for 2026",
      "capturedTitle": "How to Find an AEO Agency: Our Top 9 Picks for 2026",
      "platforms": [
        "Claude"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 40,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://indexly.ai/blog/best-aeo-agencies/",
      "domain": "indexly.ai",
      "title": "10 Best Answer Engine Optimization (AEO) Agencies in 2026",
      "capturedTitle": "10 Best Answer Engine Optimization (AEO) Agencies in 2026",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 35,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://markets.financialcontent.com/cercescourier/article/abnewswire-2026-8-20-best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research",
      "domain": "markets.financialcontent.com",
      "title": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report Published by Lockhart Research",
      "capturedTitle": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026) Report Published by Lockhart Research",
      "platforms": [
        "Meta AI"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 8,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://metaflow.life/blog/best-aeo-agencies",
      "domain": "metaflow.life",
      "title": "11 Best AEO Agencies for 2026 - metaflow.life",
      "capturedTitle": "11 Best AEO Agencies for 2026 - metaflow.life",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 27,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://placester.com/real-estate-marketing-academy/best-real-estate-seo-companies",
      "domain": "placester.com",
      "title": "10 Top Real Estate SEO Companies: Expert Comparison (2026)",
      "capturedTitle": "10 Top Real Estate SEO Companies: Expert Comparison (2026)",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 32,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://progressionagency.com/aeo-for-real-estate-agents",
      "domain": "progressionagency.com",
      "title": "AEO for Real Estate Agents | AI Search & ChatGPT Visibility",
      "capturedTitle": "AEO for Real Estate Agents | AI Search & ChatGPT Visibility",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 49,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://progressionagency.com/aeo-for-real-estate-agents?utm_source=chatgpt.com",
      "domain": "progressionagency.com",
      "title": "AEO for Real Estate Agents | AI Search, GEO and ChatGPT Visibility for Realtors",
      "capturedTitle": "AEO for Real Estate Agents | AI Search, GEO and ChatGPT Visibility for Realtors",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 3,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://ranklyaeo.com/who-we-serve/real-estate-agents?utm_source=chatgpt.com",
      "domain": "ranklyaeo.com",
      "title": "AEO + SEO for Real Estate Agents, Get Recommended by ChatGPT | RanklyAEO",
      "capturedTitle": "AEO + SEO for Real Estate Agents, Get Recommended by ChatGPT | RanklyAEO",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 5,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://saynine.ai/blog/best-aeo-agencies/",
      "domain": "saynine.ai",
      "title": "9 Best AEO Agencies in 2026 Compared - saynine.ai",
      "capturedTitle": "9 Best AEO Agencies in 2026 Compared - saynine.ai",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 26,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://thriveagency.com/news/top-answer-engine-optimization-companies/",
      "domain": "thriveagency.com",
      "title": "The 10 Top Answer Engine Optimization Companies in 2026",
      "capturedTitle": "The 10 Top Answer Engine Optimization Companies in 2026",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 50,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.aisearchrankings.com/industries/real-estate-aeo.php",
      "domain": "aisearchrankings.com",
      "title": "Real Estate Answer Engine Optimization",
      "capturedTitle": "Real Estate Answer Engine Optimization",
      "platforms": [
        "AI Overview"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 36,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.goflydragon.com/services/aeo-for-real-estate/?utm_source=chatgpt.com",
      "domain": "goflydragon.com",
      "title": "FlyDragon: The AEO Agency For Real Estate Agents & Brokerages",
      "capturedTitle": "FlyDragon: The AEO Agency For Real Estate Agents & Brokerages",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.linkedin.com/pulse/best-ai-search-geoaeo-agencies-real-estate-2026-ala-uddin-jn47c/",
      "domain": "linkedin.com",
      "title": "Best AI Search (GEO/AEO) Agencies for Real Estate in 2026",
      "capturedTitle": "Best AI Search (GEO/AEO) Agencies for Real Estate in 2026",
      "platforms": [
        "AI Mode"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 42,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.luxurypresence.com/blogs/real-estate-geo-services-agents-teams/",
      "domain": "luxurypresence.com",
      "title": "Best Real Estate GEO Services for Agents and Teams",
      "capturedTitle": "Best Real Estate GEO Services for Agents and Teams",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 11,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.luxurypresence.com/blogs/seo-services-real-estate-agents/",
      "domain": "luxurypresence.com",
      "title": "Best SEO Services for Real Estate Agents",
      "capturedTitle": "Best SEO Services for Real Estate Agents",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 10,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.onely.com/blog/7-best-real-estate-seo-and-geo-agencies-in-2026/",
      "domain": "onely.com",
      "title": "7 Best Real Estate SEO and GEO Agencies in 2026",
      "capturedTitle": "7 Best Real Estate SEO and GEO Agencies in 2026",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 13,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.onely.com/blog/best-geo-agencies-for-real-estate-businesses/",
      "domain": "onely.com",
      "title": "Best GEO Agencies for Real Estate Businesses in 2026 - Onely",
      "capturedTitle": "Best GEO Agencies for Real Estate Businesses in 2026 - Onely",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 44,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.ranktracker.com/blog/top-geo-aeo-agencies/",
      "domain": "ranktracker.com",
      "title": "www.ranktracker.com › blog › top-geo-aeo-agenciesThe Top GEO & AEO Agencies of 2026 - ranktracker.com",
      "capturedTitle": "www.ranktracker.com › blog › top-geo-aeo-agenciesThe Top GEO & AEO Agencies of 2026 - ranktracker.com",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 48,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.realsavvy.com/aeo?utm_source=chatgpt.com",
      "domain": "realsavvy.com",
      "title": "AEO for Real Estate | Answer Engine Optimization | RealSavvy",
      "capturedTitle": "AEO for Real Estate | Answer Engine Optimization | RealSavvy",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 4,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.reddit.com/r/digital_marketing/comments/1sd6dxn/whats_the_best_aeogeo_agency_that_actually_gets/",
      "domain": "reddit.com",
      "title": "What's the best AEO/GEO Agency that actually gets results?",
      "capturedTitle": "What's the best AEO/GEO Agency that actually gets results?",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 12,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.relevance.com/top-aeo-agencies/",
      "domain": "relevance.com",
      "title": "Best AEO Agencies in the US [Full 2026 Report] - Relevance",
      "capturedTitle": "Best AEO Agencies in the US [Full 2026 Report] - Relevance",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 25,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies?utm_source=chatgpt.com",
      "domain": "sianamarketing.com",
      "title": "The Top Real Estate GEO / AEO Agencies of 2026 — Siana",
      "capturedTitle": "The Top Real Estate GEO / AEO Agencies of 2026 — Siana",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 6,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.theanswerengine.ai/blog/best-aeo-company-for-real-estate-agents-what-to-look-for-and-who-delivers",
      "domain": "theanswerengine.ai",
      "title": "Best AEO Agency for Real Estate Agents: 2026 Guide",
      "capturedTitle": "Best AEO Agency for Real Estate Agents: 2026 Guide",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 22,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.tobeagency.co/learn/12-best-ai-seo-agencies-in-2026-scored-on-what-they-can-prove",
      "domain": "tobeagency.co",
      "title": "12 Best AI SEO, AEO & GEO Agencies in 2026, Scored",
      "capturedTitle": "12 Best AI SEO, AEO & GEO Agencies in 2026, Scored",
      "platforms": [
        "Claude"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 38,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.usatoday.com/press-release/story/40668/best-ai-search-geo-aeo-agencies-for-real-estate-2026-report-published-by-lockhart-research/",
      "domain": "usatoday.com",
      "title": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026 ...",
      "capturedTitle": "Best AI Search (GEO/AEO) Agencies for Real Estate (2026 ...",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 45,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.webdesignrankings.com/best-aeo-companies/",
      "domain": "webdesignrankings.com",
      "title": "Best AEO Companies & Agencies",
      "capturedTitle": "Best AEO Companies & Agencies",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 14,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.webtonic.io/blog/best-geo-gen-engine-opt-agencies-for-real-estate",
      "domain": "webtonic.io",
      "title": "Real Estate GEO Agencies in 2026 | Web Tonic™",
      "capturedTitle": "Real Estate GEO Agencies in 2026 | Web Tonic™",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 46,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "url": "https://www.webtonic.io/blog/top-real-estate-seo-companies",
      "domain": "webtonic.io",
      "title": "Top 52 Real Estate SEO Companies (2026 Edition) - Web Tonic",
      "capturedTitle": "Top 52 Real Estate SEO Companies (2026 Edition) - Web Tonic",
      "platforms": [
        "Perplexity"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "Saved Rankability MCP citations",
        "row": 47,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    }
  ],
  "ownRoundups": [
    {
      "agency": "First Page Sage",
      "citedPlatforms": [
        "ChatGPT",
        "AI Overview",
        "Gemini",
        "Perplexity",
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "alsoNamedPlatforms": [
        "AI Overview",
        "Gemini",
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "pages": [
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
        "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies/",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/?utm_source=chatgpt.com"
      ]
    },
    {
      "agency": "Siana Marketing",
      "citedPlatforms": [
        "ChatGPT"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies?utm_source=chatgpt.com"
      ]
    },
    {
      "agency": "richresults.ai",
      "citedPlatforms": [
        "Gemini",
        "Perplexity",
        "Claude",
        "Grok",
        "Brave AI"
      ],
      "alsoNamedPlatforms": [
        "Gemini",
        "Claude",
        "Grok",
        "Brave AI"
      ],
      "pages": [
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html"
      ]
    },
    {
      "agency": "AEO Engine",
      "citedPlatforms": [
        "AI Mode",
        "Perplexity"
      ],
      "alsoNamedPlatforms": [
        "AI Mode",
        "Perplexity"
      ],
      "pages": [
        "https://aeoengine.ai/industries/real-estate-seo"
      ]
    },
    {
      "agency": "Onely",
      "citedPlatforms": [
        "Perplexity",
        "DeepSeek"
      ],
      "alsoNamedPlatforms": [
        "DeepSeek"
      ],
      "pages": [
        "https://www.onely.com/blog/7-best-real-estate-seo-and-geo-agencies-in-2026/",
        "https://www.onely.com/blog/best-geo-agencies-for-real-estate-businesses/"
      ]
    },
    {
      "agency": "Tobe Agency",
      "citedPlatforms": [
        "Claude"
      ],
      "alsoNamedPlatforms": [
        "Claude"
      ],
      "pages": [
        "https://www.tobeagency.co/learn/12-best-ai-seo-agencies-in-2026-scored-on-what-they-can-prove"
      ]
    }
  ],
  "excludedEntities": [
    {
      "name": "Lockhart Research",
      "canonicalName": "Lockhart Research",
      "platform": "Meta AI",
      "reason": "Research publisher or reference source, not a confirmed marketing agency",
      "entityReason": "Published the independent agency evaluation report",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "meta",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Blu Ocean Innovations",
      "canonicalName": "Blu Ocean Innovations",
      "platform": "Meta AI",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended as specialist AEO service",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "meta",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Frizerly",
      "canonicalName": "Frizerly",
      "platform": "Brave AI",
      "reason": "Software/platform, not an agency",
      "entityReason": "Called the leading end-to-end AEO platform",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "brave_ai",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Lockhart Research",
      "canonicalName": "Lockhart Research",
      "platform": "Copilot",
      "reason": "Research publisher or reference source, not a confirmed marketing agency",
      "entityReason": "Cited as source for agency ranking",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Compass",
      "canonicalName": "Compass",
      "platform": "Copilot",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as Genevate client",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Oliver Realty",
      "canonicalName": "Oliver Realty",
      "platform": "Copilot",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as Genevate client",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Corcoran",
      "canonicalName": "Corcoran",
      "platform": "Copilot",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as First Page Sage client",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Vanguard Properties",
      "canonicalName": "Vanguard Properties",
      "platform": "Copilot",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as First Page Sage client",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "CBRE",
      "canonicalName": "CBRE",
      "platform": "Copilot",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as First Page Sage client",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Corcoran",
      "canonicalName": "Corcoran",
      "platform": "Grok",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as a client example",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "CBRE",
      "canonicalName": "CBRE",
      "platform": "Grok",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as a client example",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Vanguard Properties",
      "canonicalName": "Vanguard Properties",
      "platform": "Grok",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as a client example",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "HomeVestors",
      "canonicalName": "HomeVestors",
      "platform": "Grok",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as a client example",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "HomeLight",
      "canonicalName": "HomeLight",
      "platform": "Grok",
      "reason": "Real estate or legal business/client example, not a marketing agency",
      "entityReason": "Mentioned as a client example",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "BulletProof Real Estate Agent",
      "canonicalName": "BulletProof Real Estate Agent",
      "platform": "Grok",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended for hyperlocal dominance",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "BulletProof Real Estate Agent",
      "canonicalName": "BulletProof Real Estate Agent",
      "platform": "Gemini",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Highly recommended for listing-focused agents",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "gemini",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "BrightLocal",
      "canonicalName": "BrightLocal",
      "platform": "AI Overview",
      "reason": "Software/platform, not a confirmed marketing agency",
      "entityReason": "Recommended for budget-conscious solo agents",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "google_ai_overview",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Rankability",
      "canonicalName": "Rankability",
      "platform": "AI Overview",
      "reason": "Study publisher and software, not an agency. Some entity records explicitly say the brand was not mentioned.",
      "entityReason": "Target brand not mentioned; no sentiment applicable",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "google_ai_overview",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Goodie AI",
      "canonicalName": "Goodie AI",
      "platform": "Claude",
      "reason": "Software/platform, not a confirmed marketing agency",
      "entityReason": "Mentioned as NoGood's platform",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "claude",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Arrivé Digital",
      "canonicalName": "Arrivé Digital",
      "platform": "AI Mode",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Listed as integrating AEO capabilities",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "ai_mode",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "ASUS",
      "canonicalName": "ASUS",
      "platform": "Perplexity",
      "reason": "Computer manufacturer/client example",
      "entityReason": "",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "perplexity",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "name": "Progression Agency",
      "canonicalName": "Progression Agency",
      "platform": "Perplexity",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended for AI-assistant visibility",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "perplexity",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    }
  ],
  "aliases": {
    "FlyDragon": [
      "FlyDragon",
      "GoFlyDragon"
    ],
    "Directive": [
      "Directive Consulting"
    ],
    "Designated Local Expert": [
      "Designated Local Expert",
      "Designated Local Expert®"
    ]
  },
  "identityEvidence": {
    "LawShift": "https://lawshift.ai/terms-of-service/",
    "Clarity Digital Agency": "https://claritydigital.agency/services",
    "Green Line Digital Automotive": "https://gldauto.com/category/press-release/",
    "Genevate": "https://www.genevate.co/faq/",
    "Driven Metrics": "https://driven-metrics.com/about-us/",
    "Immigration Law Firm SEO": "https://immigrationlawfirmseo.com/",
    "Plumbing Webmasters": "https://www.plumbingwebmasters.com/",
    "Roofing Webmasters": "https://www.roofingwebmasters.com/",
    "Roofing SEO LLC": "https://www.roofing-seo.com/",
    "Contractor Dynamics": "https://www.contractordynamics.com/",
    "CinchLocal": "https://www.cinchlocal.com/",
    "FlowLead Digital": "https://flowleaddigital.com/",
    "RankMeTop": "https://rankmetop.net/",
    "Lightning Leads Pro": "https://lightningleadspro.io/about/",
    "Plumbing & HVAC SEO": "https://www.plumberseo.net/",
    "Relentless Digital": "https://www.relentless-digital.com/",
    "Voxaris": "https://voxaris.io/",
    "Corberry Digital": "https://corberry.com/",
    "Momentic": "https://momenticmarketing.com/",
    "Footbridge Media": "https://www.footbridgemedia.com/",
    "DAGMAR Marketing": "https://dagmarmarketing.com/digital-marketing-services/",
    "Rhino Pest Control Marketing": "https://rhinopestcontrolmarketing.com/about/",
    "Coalmarch": "https://www.coalmarch.com/",
    "Nifty Marketing": "https://niftymarketing.com/",
    "NiftyPest": "https://niftypest.com/",
    "BizIQ": "https://biziq.com/",
    "Develomark": "https://www.develomark.com/",
    "Landscape Leadership": "https://www.landscapeleadership.com/",
    "Halstead Media": "https://www.halsteadmedia.com/",
    "Green Lotus": "https://www.greenlotusagency.com/",
    "Sure Oak": "https://sureoak.com/",
    "HigherVisibility": "https://www.highervisibility.com/",
    "Zonic Media": "https://www.zonicllc.com/about",
    "Ramblin Jackson": "https://ramblinjackson.com/",
    "Lawnline Marketing": "https://lawnline.marketing/",
    "Comrade Digital Marketing": "https://comradeweb.com/",
    "CMDS": "https://www.cmdsonline.com/",
    "Jives Media": "https://www.jivesmedia.com/",
    "SEO Brand": "https://www.seobrand.com/",
    "ShowUpWithAI": "https://showupwithai.com/",
    "Webrunner Media": "https://webrunnermedia.com/",
    "Sixth City Marketing": "https://www.sixthcitymarketing.com/",
    "EZ Rankings": "https://www.ezrankings.com/",
    "fatjoe": "https://fatjoe.com/",
    "Luxury Presence": "https://www.luxurypresence.com/",
    "Union Street Media": "https://unionstreetmedia.com/digital-marketing/",
    "FlyDragon": "https://www.goflydragon.com/",
    "Agent Image": "https://www.agentimage.com/",
    "Real Estate Webmasters": "https://www.realestatewebmasters.com/",
    "InboundREM": "https://inboundrem.com/",
    "Designated Local Expert": "https://designatedlocalexpert.com/",
    "Dakno Marketing": "https://www.dakno.com/",
    "Tobe Agency": "https://www.tobeagency.co/",
    "ChoiceLocal": "https://choicelocal.com/",
    "richresults.ai": "https://www.richresults.ai/",
    "Forthea": "https://www.forthea.com/",
    "Location3": "https://location3.com/",
    "Straight North": "https://www.straightnorth.com/",
    "AppLabx": "https://applabx.com/",
    "SmartSites": "https://www.smartsites.com/",
    "Jordan Digital Marketing": "https://www.jordandigitalmarketing.com/",
    "Lil Big Things": "https://www.lilbigthings.com/",
    "RicketyRoo": "https://ricketyroo.com/about/",
    "Reshift Media": "https://www.reshiftmedia.com/",
    "LinzEO": "https://linzeo.ai/",
    "TopHatRank": "https://tophatrank.com/",
    "Web Market Florida": "https://webmarketflorida.com/",
    "Search Pros": "https://searchpros.com/",
    "TopFire Media": "https://topfiremedia.com/",
    "Markitors": "https://markitors.com/",
    "Whole Whale": "https://wholewhale.com/",
    "Kalicube": "https://kalicube.com/",
    "Zozimus": "https://zozimus.com/",
    "Callbox": "https://www.callboxinc.com/",
    "Fifty & Fifty": "https://www.fiftyandfifty.org/",
    "Relevance": "https://www.relevance.com/",
    "Skyfield Digital": "https://skyfielddigital.com/",
    "Media Cause": "https://mediacause.com/our-services/",
    "Torchbox": "https://torchbox.com/",
    "Loopex Digital": "https://www.loopexdigital.com/",
    "JH SEO Agency": "https://jhseoagency.com/",
    "Hatter": "https://www.hatteragency.com/",
    "Elevation Web": "https://www.elevationweb.org/",
    "Delante": "https://delante.co/",
    "Aspiration Marketing": "https://aspiration.marketing/",
    "RKD Group": "https://rkdgroup.com/",
    "Azuro Digital": "https://azurodigital.com/",
    "ThatWare": "https://thatware.co/",
    "Esquire Interactive": "https://esquireinteractive.com/",
    "Orfeostory Pte Ltd": "https://www.orfeostory.com/",
    "Cause Inspired Media": "https://causeinspiredmedia.com/",
    "Stand And Stretch": "https://www.standandstretch.com/",
    "Good2bSocial": "https://good2bsocial.com/",
    "Just Legal Marketing": "https://www.justlegalmarketing.com/",
    "Law Firm Ignite": "https://lawfirmignite.com/",
    "Levy Online": "https://www.levyonline.com/",
    "dNOVO Group": "https://dnovogroup.com/",
    "Exults": "https://www.exults.com/who-we-are/why-choose-us/",
    "Youtech": "https://www.youtechagency.com/",
    "Attorney Marketing Network": "https://www.attorneymarketingnetwork.com/",
    "Ten Golden Rules": "https://www.tengoldenrules.com/media-room/",
    "Above The Bar Marketing": "https://abovethebarmarketing.com/",
    "LSEO": "https://lseo.com/",
    "Everest Legal Marketing": "https://www.everestlegalmarketing.com/",
    "KailxLabs": "https://www.kailxlabs.co/",
    "Frostbite Marketing": "https://frostbitemarketing.com/about/",
    "Algomizer": "https://algomizer.com/",
    "Outstream": "https://outstream.ca/"
  },
  "aliasEvidence": {
    "Blue Corona": "https://rynoss.com/blog/ryno-blue-corona-merge/",
    "AEOEngine": "https://aeoengine.ai/about",
    "Grow Law": "https://growlaw.co/about-us",
    "ClickTrack": "https://www.clicktrackmarketing.com/blog/help-shape-io-alternatives-4-agencies",
    "Omniscient": "https://beomniscient.com/",
    "Directive Consulting": "https://directiveconsulting.com/",
    "RevenueZEN": "https://revenuezen.com/",
    "Simple Tiger": "https://www.simpletiger.com/",
    "Thrive Internet Marketing": "https://thriveagency.com/",
    "PosiRank": "https://posirank.com/",
    "Ryno Strategic Solutions": "https://rynoss.com/",
    "Click Track Marketing": "https://www.clicktrackmarketing.com/",
    "Grow Law Firm": "https://growlaw.co/",
    "iLawyerMarketing": "https://www.ilawyermarketing.com/",
    "Built Visible": "https://builtvisible.com/",
    "BlueLinks Agency": "https://bluelinks.agency/",
    "Built Right Digital": "https://builtrightdigital.com/",
    "Grow & Convert": "https://www.growandconvert.com/",
    "minuttia": "https://minuttia.com/",
    "Neumedia Group": "https://www.neumediagroup.com/",
    "RYNO": "https://rynoss.com/",
    "Thrive": "https://thriveagency.com/",
    "Coalmarch Marketing": "https://www.coalmarch.com/",
    "MediaCause": "https://mediacause.com/our-services/",
    "Thrive Agency": "https://thriveagency.com/",
    "InterCore": "https://intercore.net/",
    "Custom Legal Marketing (CLM)": "https://www.customlegalmarketing.com/",
    "Scorpion Legal": "https://www.scorpion.co/",
    "WEBRIS": "https://webris.org/",
    "Dashing Digital": "https://www.dashingdigital.co/",
    "Designated Local Expert®": "https://designatedlocalexpert.com/",
    "GoFlyDragon": "https://www.goflydragon.com/",
    "PosisRank": "https://posirank.com/",
    "Dnovo Group": "https://dnovogroup.com/"
  },
  "answers": [
    {
      "platform": "ChatGPT",
      "capturedAt": "2026-10-03T11:45:54.680Z",
      "answer": "*   If you mean **AEO = Answer Engine Optimization / Generative Engine Optimization**—getting a real estate agent mentioned or cited when someone asks ChatGPT, Gemini, Perplexity, or Google AI for an agent—I’d put these agencies on the shortlist.\n\n    There isn’t yet a universally accepted independent ranking of AEO agencies, so I’d judge them primarily on **real-estate specialization, demonstrated AI-search work, measurement, and transparency about results**.\n\n    ### Agencies worth evaluating\n\n    ### The one I'd investigate first\n\n    **FlyDragon** is particularly interesting if you're an **individual agent or small team**, rather than a large brokerage. Its offering is unusually focused on the actual question you're trying to solve: _\"When someone asks an AI assistant for a realtor in my market, does it mention me?\"_ It also publishes specific real-estate examples rather than just describing AEO theoretically. \\[7\\]\n\n    For example, FlyDragon reports case studies involving a Reno probate realtor, an Austin agent, and an agent in Middletown, NY, including reported AI-generated leads and listing results. Those are **company-reported results**, so I'd ask to see the underlying before/after AI visibility data during a sales call. \\[8\\]\n\n    ### What I'd look for before signing anyone\n\n    A good AEO agency for a realtor should be doing considerably more than \"adding FAQs to your website.\"\n\n    Ask them whether they will:\n\n    *   Track **specific prompts** such as `\"best realtor in [city]\"`, `\"best listing agent in [neighborhood]\"`, `\"realtor for first-time buyers in [city]\"`, etc.\n\n    *   Measure mentions/citations across **ChatGPT, Google AI Overviews/AI Mode, Gemini and Perplexity**.\n\n    *   Build **neighborhood- and market-specific content**, not generic \"10 tips for selling your home\" articles.\n\n    *   Strengthen your **entity** across your website, Google Business Profile, brokerage profile, Realtor.com/Zillow/etc., reviews and other authoritative sources.\n\n    *   Earn or build **third-party authority**, because AI systems don't rely exclusively on your own website.\n\n    *   Show you **before/after AI visibility**, rather than simply reporting impressions or conventional Google rankings.\n\n    *   Connect AI visibility to **actual leads and appointments**.\n\n    That last point is especially important. AEO is still an emerging discipline, and agencies can make impressive-sounding claims that aren't necessarily equivalent to producing transactions.\n\n    ### One important distinction\n\n    I'd also be cautious about agencies selling \"AEO\" as though it's completely separate from SEO. In practice, there is substantial overlap. Real-estate AEO involves your website's content and technical structure, but also **local/entity signals, third-party references, reviews, authoritative market information and the sources AI systems already trust**. \\[9\\]\n\n    If you tell me **your market (e.g. Miami, Northern Virginia, NYC), whether you're a solo agent/team/brokerage, and roughly what you want to spend per month**, I can narrow this to **3 agencies and compare their pricing, services, case studies, and likely fit**.\n\n    \\[10\\]\n\n    Log in for advice and recommendations tailored to you.\n\n    Log inSign up for free",
      "entities": [
        {
          "name": "FlyDragon",
          "sentiment": "positive",
          "reason": "Recommended as the agency to investigate first",
          "detected": true
        }
      ],
      "citations": [
        "https://www.goflydragon.com/services/aeo-for-real-estate/?utm_source=chatgpt.com",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/?utm_source=chatgpt.com",
        "https://progressionagency.com/aeo-for-real-estate-agents?utm_source=chatgpt.com",
        "https://www.realsavvy.com/aeo?utm_source=chatgpt.com",
        "https://ranklyaeo.com/who-we-serve/real-estate-agents?utm_source=chatgpt.com",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies?utm_source=chatgpt.com"
      ],
      "provider": "openai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "chatgpt",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Meta AI",
      "capturedAt": "2026-10-03T11:22:16.693Z",
      "answer": "Based on the 2026 market reports, the best AEO — Answer Engine Optimization / GEO agencies for real estate agents are the ones winning citations in ChatGPT, Gemini, Perplexity and Google AI Overviews.\n\nReal estate is now search-driven in a new way — buyers, sellers and investors increasingly turn to ChatGPT, Gemini, Perplexity and Google's AI Overviews to identify the right agent. AEO/GEO is the discipline that determines whether a real estate business is named in that answer.\n\nLockhart Research published the independent report **Best AI Search (GEO/AEO/AI SEO) Agencies for Real Estate (2026)** which evaluated agencies based on GEO/AEO capability, measurement rigor, real-estate fit, and alignment of incentives.\n\n### 1. Algomizer — Ranked #1 Overall\nAfter reviewing some of the field's most capable agencies, Lockhart Research ranked Algomizer as the best AI search agency for real estate.\n\nWhy #1:\n* **No-downside partnership model**, in which clients pay only after Algomizer reaches a pre-defined visibility threshold, or share a percentage of the incremental business the work generates\n* Genuine technical capability across local entity authority, structured data, and answer-first content\n* Capability to track citations, share of voice, and recommendation frequency across ChatGPT, Gemini, Perplexity, and Google's AI Overviews\n\nThe report notes local entity authority, structured data, and answer-first content are the strongest predictors of whether a real estate business is named by AI systems.\n\n### 2-5. Report's Other Top Tier — Victorious, WebFX, Siege Media, HawkSEM\nIn addition to Algomizer, the report highlights several other capable agencies serving real estate, including Victorious, WebFX, Siege Media, and HawkSEM.\n\nThese agencies are also listed in other 2026 GEO rankings:\n\n**Victorious** and **WebFX** — Enterprise SEO powerhouses now focused on GEO. Both appear in the Top 10 GEO Agencies for Real Estate Developers 2026 list.\n\n**Siege Media** — Content-driven agency known for answer-first content at scale, also ranked in top 10.\n\n**HawkSEM** — Performance marketing focus with strong measurement rigor.\n\n### 6. Luxury Presence — Best for Luxury Agents & Teams\nBest for: Luxury real estate agents, top-producing teams, and high-end brokerages that need a premium AI-powered SEO platform with stunning website design and automated content production.\n\nHeadquartered in Austin, trusted by over 20 Wall Street Journal Top 100 realtors, and positioned as a full platform including SEO & GEO, website, AI CRM, paid media and social.\n\n### 7. Blu Ocean Innovations — Best Specialist AEO Service for Individual Agents\nBlu Ocean Innovations has announced an Answer Engine Optimization (AEO) service aimed at helping real estate agents get found and cited by AI platforms such as ChatGPT, Gemini, and Google AI Overviews.\n\nThe program is built around helping agents get cited and recommended by AI platforms at the moments when prospective buyers and sellers are actively seeking referrals, and uses its proprietary Tide Strategy methodology, which aligns authority content, local trust signals, and AI-readable business data.\n\n### 8-9. Other Top GEO Agencies Expanding into Real Estate\n\n**AppLabx** — Self-ranked #1 GEO agency in its own Top 10 list, GEO-first philosophy with AI-native visibility strategies.\n\n**Fuel Online** — Recognized as the leading real estate SEO and GEO agency with 25+ years experience and FuelVantage Command Center for attribution.\n\n**First Page Sage, Onely, Siana Marketing** — Also in the AppLabx Top 10 for 2026.\n\n**What to look for when choosing:**\n\n* Do they track AI citations, not just rankings?\n* Do they optimize local entity authority + reviews? Reviews and local reputation weigh especially heavily in whether a business is recommended\n* Do they have skin in the game vs. fixed retainer? Incentive alignment is the sharpest differentiator",
      "entities": [
        {
          "name": "Lockhart Research",
          "sentiment": "neutral",
          "reason": "Published the independent agency evaluation report",
          "detected": true
        },
        {
          "name": "Algomizer",
          "sentiment": "positive",
          "reason": "Ranked best overall for real estate",
          "detected": true
        },
        {
          "name": "Victorious",
          "sentiment": "positive",
          "reason": "Highlighted as a capable enterprise SEO agency",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "positive",
          "reason": "Highlighted as a capable enterprise SEO agency",
          "detected": true
        },
        {
          "name": "Siege Media",
          "sentiment": "positive",
          "reason": "Praised for answer-first content at scale",
          "detected": true
        },
        {
          "name": "HawkSEM",
          "sentiment": "positive",
          "reason": "Praised for strong measurement rigor",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Recommended for luxury agents and teams",
          "detected": true
        },
        {
          "name": "Blu Ocean Innovations",
          "sentiment": "positive",
          "reason": "Recommended as specialist AEO service",
          "detected": true
        },
        {
          "name": "AppLabx",
          "sentiment": "neutral",
          "reason": "Listed as self-ranked number one GEO agency",
          "detected": true
        },
        {
          "name": "Fuel Online",
          "sentiment": "positive",
          "reason": "Recognized as leading real estate SEO agency",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "neutral",
          "reason": "Listed among AppLabx's top ten",
          "detected": true
        },
        {
          "name": "Onely",
          "sentiment": "neutral",
          "reason": "Listed among AppLabx's top ten",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "neutral",
          "reason": "Listed among AppLabx's top ten",
          "detected": true
        }
      ],
      "citations": [
        "https://www.barchart.com/story/news/3975087/best-ai-search-geo-aeo-agencies-for-real-estate-2026-report-published-by-lockhart-research",
        "https://markets.financialcontent.com/cercescourier/article/abnewswire-2026-8-20-best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research",
        "https://blog.applabx.com/top-10-geo-agencies-for-real-estate-developers-in-2026/"
      ],
      "provider": "meta",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "meta",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "DeepSeek",
      "capturedAt": "2026-10-03T11:21:58.320Z",
      "answer": "**AEO** here almost certainly means **Answer Engine Optimization** — the practice of getting your name surfaced when someone asks an AI tool (ChatGPT, Perplexity, Gemini, Google's AI Overviews, DeepSeek) something like \"who's the best realtor in Scottsdale?\" It's used interchangeably with **GEO** (Generative Engine Optimization). Both are essentially \"SEO for the AI-answer era.\"\n\nHere's the honest picture before you hire anyone: this is a young, noisy category, and a lot of what's marketed as AEO is traditional SEO with a new label and a higher retainer. The people getting real results in AI answers usually get there because *other sources* mention them favorably — local press, Reddit threads, review sites, YouTube, their Zillow/Realtor.com profile, Google Business Profile, consistent business info across the web. AI models lean on corroboration, not on your homepage copy.\n\n**Real-estate-specific options**\n- **Luxury Presence** — the most agent-native choice. They publish seriously on both traditional/local SEO and GEO/AEO for agents and teams, and they bundle it with the website/IDX platform, which is probably what you want anyway if your site is dated.\n- **Onely** — technical SEO shop that positions itself as best-in-class for enterprise real estate (Zillow-scale problems, not solo-agent problems). Note they rank themselves #1 on their own list — take that with a grain of salt.\n- **First Page Sage** — shows up in real-estate SEO/AEO comparisons; more B2B-flavored, better fit for teams and brokerages than a single agent.\n\n**General AEO agencies** (no real estate specialty, so expect to educate them on your market): **WebFX**, **Siege Media**, **Directive Consulting**, **Victorious**, **Coalition Technologies**.\n\n**The blunt advice:** if you're a solo agent, a $2–8k/month AEO retainer is usually a bad trade. Do the cheap, high-leverage things first — Google Business Profile, a steady review flow, consistent NAP data, YouTube, getting quoted in local news or local subreddits, keeping your Zillow/Realtor.com profiles strong, clean structured data on your site. Agencies start making sense for teams, brokerages, or agents in competitive metros with real marketing budgets.\n\n**How to vet one:** ask which specific AI queries they'll track for you and how they'll measure before/after visibility; ask how they build third-party corroboration (not just on-site content); and walk away from anyone guaranteeing you a ChatGPT ranking. That's not a thing anyone can promise.",
      "entities": [
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Called the most agent-native choice",
          "detected": true
        },
        {
          "name": "Onely",
          "sentiment": "mixed",
          "reason": "Praised technically, but self-ranking is questioned",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "neutral",
          "reason": "Listed as a better fit for teams",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "neutral",
          "reason": "Listed among general AEO agencies",
          "detected": true
        },
        {
          "name": "Siege Media",
          "sentiment": "neutral",
          "reason": "Listed among general AEO agencies",
          "detected": true
        },
        {
          "name": "Directive Consulting",
          "sentiment": "neutral",
          "reason": "Listed among general AEO agencies",
          "detected": true
        },
        {
          "name": "Victorious",
          "sentiment": "neutral",
          "reason": "Listed among general AEO agencies",
          "detected": true
        },
        {
          "name": "Coalition Technologies",
          "sentiment": "neutral",
          "reason": "Listed among general AEO agencies",
          "detected": true
        }
      ],
      "citations": [
        "https://www.luxurypresence.com/blogs/seo-services-real-estate-agents/",
        "https://www.luxurypresence.com/blogs/real-estate-geo-services-agents-teams/",
        "https://www.reddit.com/r/digital_marketing/comments/1sd6dxn/whats_the_best_aeogeo_agency_that_actually_gets/",
        "https://www.onely.com/blog/7-best-real-estate-seo-and-geo-agencies-in-2026/",
        "https://www.webdesignrankings.com/best-aeo-companies/"
      ],
      "provider": "unknown",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "deepseek",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Brave AI",
      "capturedAt": "2026-10-03T11:21:40.308Z",
      "answer": "**Top AEO and GEO agencies for real estate agents** prioritize AI search visibility, entity building, and local SEO to ensure agents are recommended by tools like ChatGPT and Gemini.\n\n*   **Frizerly**: The leading end-to-end AEO automation platform specifically designed for real estate agents, featuring automated AI-optimized blog publishing and local SEO integration.\n*   **Agent Image**: A long-established provider offering semi-custom websites combined with SEO, AEO, and GEO services, ideal for individual agents and teams seeking professional web presence.\n*   **Siana Marketing**: A specialized agency with a **5.0/5.0 real estate focus**, offering AI citation optimization, entity architecture, and knowledge graph optimization for residential and commercial sectors.\n*   **First Page Sage**: A top-rated agency for **thought leadership and content authority**, helping agents and brokerages build topical authority to drive long-term AI citations and lead growth.\n*   **Luxury Presence**: Specializes in **premium website design and marketing** for high-end agents and brokerages, integrating GEO and SEO to enhance visibility in the luxury market.\n*   **richresults.ai**: Best for **technical AEO and entity building**, using a machine-first approach to ensure real estate brands are correctly identified and retrieved by AI systems.\n*   **Bluelinks Agency**: Offers strong AEO, GEO, and SEO services for real estate brands aiming to improve both Google and AI search visibility through digital PR and link building.\n\n**Cost and Selection Considerations**\nSmall real estate agencies typically spend **$1,000 to $3,000 per month**, while multi-location brokerages may invest **$3,000 to $8,000**. Agents should choose agencies with specific **real estate experience** and clear reporting on AI citation frequency across platforms like ChatGPT, Gemini, and Perplexity.",
      "entities": [
        {
          "name": "Frizerly",
          "sentiment": "positive",
          "reason": "Called the leading end-to-end AEO platform",
          "detected": true
        },
        {
          "name": "Agent Image",
          "sentiment": "positive",
          "reason": "Described as ideal for agents and teams",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Highlighted for specialized real estate expertise",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Called top-rated for thought leadership",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Praised for premium design and marketing",
          "detected": true
        },
        {
          "name": "richresults.ai",
          "sentiment": "positive",
          "reason": "Named best for technical AEO and entity building",
          "detected": true
        },
        {
          "name": "Bluelinks Agency",
          "sentiment": "positive",
          "reason": "Offers strong AEO, GEO, and SEO services",
          "detected": true
        }
      ],
      "citations": [
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/",
        "https://blog.frizerly.com/26392/_best_aeo_tools_to_get_real_estate_agents_recommended_by_chatgpt__gemini_in_",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
        "https://oakpool.xyz/drift/aeo-geo-agencies-for-real-estate/",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html"
      ],
      "provider": "brave",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "brave_ai",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Copilot",
      "capturedAt": "2026-10-03T11:21:33.756Z",
      "answer": "The strongest AEO agencies for real estate in 2026 are Algomizer, First Page Sage, and Siana Marketing, each leading in different dimensions of AI visibility, incentive alignment, and real‑estate‑specific expertise.\n\nIf you’re a real estate agent, the best choice depends on whether you want a no‑risk performance model (Algomizer), the highest AI visibility scores (First Page Sage), or a real‑estate‑exclusive GEO/AEO specialist (Siana Marketing).\n\n## Top AEO Agencies for Real Estate (Based on 2026 Research)\n\n## 1. Algomizer — Best Overall for Real Estate AEO/GEO\n\nRanked #1 by Lockhart Research for real estate AI search AB Newswire .\n\n- Why it stands out: A “no‑downside” compensation model where clients pay only after hitting visibility thresholds or sharing incremental business 1 .\n- Strengths:\n  - Deep technical capability in local entity authority, structured data, and answer‑first content 1 .\n  - Tracks citations and recommendation frequency across ChatGPT, Gemini, Perplexity, and Google AI Overviews 1 .\n  - Designed specifically to solve the biggest real estate marketing pain point: paying for results that don’t convert.\n- Best for: Agents and brokerages wanting performance‑based AI visibility with minimal risk.\n\n## 2. First Page Sage — Highest AI Visibility Scores\n\nRanked #1 in the First Page Sage 2026 industry report with an AI Visibility Score of 4.9 First Page Sage .\n\n- Why it stands out: The top U.S. GEO/AEO agency by measurable AI citations and content authority.\n- Strengths:\n  - Real‑estate‑specialized content team producing market analyses, neighborhood guides, and investment insights that LLMs prioritize 1 .\n  - Extremely high client retention (92%) and online reputation (4.9) 1 .\n  - Works with major brands like Corcoran, Vanguard Properties, and CBRE 1 .\n- Best for: U.S. agents wanting maximum AI visibility and content engineered for LLM recommendations.\n\n## 3. Siana Marketing — Best Real‑Estate‑Exclusive AEO Agency\n\nRanked #2 by First Page Sage and #1 on Siana’s own industry list for real‑estate‑exclusive AEO First Page Sage+1 .\n\n- Why it stands out: Built exclusively for architecture, engineering, construction, and real estate 1 .\n- Strengths:\n  - Deep niche expertise in construction‑to‑real‑estate marketing flows.\n  - Strong AI Visibility Score (4.4) and Online Reputation (4.8) 1 .\n  - Ideal for firms needing technical, industry‑specific AEO.\n- Best for: Agents working with builders, developers, or construction‑adjacent markets.\n\n## 4. Genevate — AI‑First GEO + PR Hybrid\n\nRanked #3 by First Page Sage with strong visibility and reputation scores First Page Sage .\n\n- Strengths:\n  - AI visibility audits + PR to build authority signals LLMs trust 1 .\n  - Works with Compass and Oliver Realty.\n- Best for: Agents wanting AI visibility plus PR amplification.\n\n## 5. Luxury Presence — Best for Luxury Agents\n\nRanked #4 by First Page Sage First Page Sage .\n\n- Strengths:\n  - High‑end website design + GEO/SEO for luxury markets.\n  - Strong presence in Beverly Hills, Malibu, and other luxury hubs.\n- Best for: Agents in luxury real estate prioritizing brand presentation.\n\n## 6–8. Other Strong Options\n\n- Real Estate Webmasters — Best for MLS‑integrated platforms 1 .\n- Agent Image — Best for agents wanting strong websites with light AEO add‑ons 1 .\n- Union Street Media — Template‑based GEO solutions for multi‑state brokerages 1 .\n\n## Comparison Table (Top 3 Agencies)\n\n## How to Choose the Right AEO Agency\n\nAsk yourself:\n\n- Do I want guaranteed results? → Algomizer.\n- Do I want the highest AI visibility and content authority? → First Page Sage.\n- Do I need a real‑estate‑exclusive specialist? → Siana Marketing.\n- Am I in luxury real estate? → Luxury Presence.\n- Do I need a strong website + SEO foundation? → Agent Image or Real Estate Webmasters.\n\nIf you want, I can help you choose based on your market (Augusta, GA), budget, and whether you’re an individual agent or a brokerage.",
      "entities": [
        {
          "name": "Algomizer",
          "sentiment": "positive",
          "reason": "Ranked best overall with low-risk performance model",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Praised for highest AI visibility scores",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Recommended as real-estate-exclusive AEO specialist",
          "detected": true
        },
        {
          "name": "Lockhart Research",
          "sentiment": "neutral",
          "reason": "Cited as source for agency ranking",
          "detected": true
        },
        {
          "name": "Genevate",
          "sentiment": "positive",
          "reason": "Recommended for AI visibility and PR",
          "detected": true
        },
        {
          "name": "Compass",
          "sentiment": "neutral",
          "reason": "Mentioned as Genevate client",
          "detected": true
        },
        {
          "name": "Oliver Realty",
          "sentiment": "neutral",
          "reason": "Mentioned as Genevate client",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Recommended for luxury real estate agents",
          "detected": true
        },
        {
          "name": "Real Estate Webmasters",
          "sentiment": "positive",
          "reason": "Recommended for MLS-integrated platforms",
          "detected": true
        },
        {
          "name": "Agent Image",
          "sentiment": "positive",
          "reason": "Recommended for websites with AEO add-ons",
          "detected": true
        },
        {
          "name": "Union Street Media",
          "sentiment": "positive",
          "reason": "Listed as a strong brokerage option",
          "detected": true
        },
        {
          "name": "Corcoran",
          "sentiment": "neutral",
          "reason": "Mentioned as First Page Sage client",
          "detected": true
        },
        {
          "name": "Vanguard Properties",
          "sentiment": "neutral",
          "reason": "Mentioned as First Page Sage client",
          "detected": true
        },
        {
          "name": "CBRE",
          "sentiment": "neutral",
          "reason": "Mentioned as First Page Sage client",
          "detected": true
        }
      ],
      "citations": [
        "https://www.abnewswire.com/pressreleases/best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research_830999.html",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
        "https://www.barchart.com/story/news/3975087/best-ai-search-geo-aeo-agencies-for-real-estate-2026-report-published-by-lockhart-research",
        "https://www.theanswerengine.ai/blog/best-aeo-company-for-real-estate-agents-what-to-look-for-and-who-delivers",
        "https://posirank.com/blog/10-best-aeo-geo-agencies-for-real-estate",
        "https://aeoengine.ai/blog/best-real-estate-aeo-services-residential-agents",
        "https://www.relevance.com/top-aeo-agencies/",
        "https://saynine.ai/blog/best-aeo-agencies/",
        "https://metaflow.life/blog/best-aeo-agencies"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Grok",
      "capturedAt": "2026-10-03T11:21:04.251Z",
      "answer": "**AEO (Answer Engine Optimization)**, also known as GEO (Generative Engine Optimization), optimizes websites, content, entities, and signals so AI tools like ChatGPT, Perplexity, Google AI Overviews, and Gemini cite or recommend real estate agents, teams, or brokerages in their answers.[[1]](https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html)[[2]](https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/)\n\nThis is increasingly important as buyers and sellers start research with AI queries (e.g., “best realtor for families in [neighborhood]” or “top agents in [market]”). Traditional SEO helps but isn’t enough—success requires entity building, structured data/schema (e.g., RealEstateAgent, FAQPage, Place), hyperlocal authoritative content, review signals, and consistent citations across AI platforms.[[3]](https://www.goflydragon.com/services/aeo-for-real-estate/)\n\n### Top AEO/GEO Agencies for Real Estate Agents (2026)\nRankings vary by source (many are listicles or agency self-promotions), focus (agents vs. brokerages/enterprises), and strengths (technical/entity work, thought leadership/content, luxury, or performance-based). Here are the most consistently highlighted options based on multiple comparisons:\n\n- **First Page Sage** — Frequently ranked at or near the top for real estate GEO/AEO. Strong in research-driven thought leadership and content that drives LLM citations/leads. Works with brokerages, REITs, and national players (e.g., Corcoran, CBRE, Vanguard Properties). Good for long-term authority building.[[1]](https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html)[[4]](https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/)\n\n- **Siana Marketing** — High real estate/AEC (architecture, engineering, construction) specialization (often 100% focus in their niche). Excels at technical GEO, local search, content strategy, and AI visibility for real estate and built-environment clients (e.g., HomeVestors, HomeLight, Corcoran). Strong for neighborhood/ZIP-level targeting.[[2]](https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/)[[4]](https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/)\n\n- **FlyDragon (goflydragon.com)** — Positions itself as a specialist AEO agency exclusively for real estate agents and brokerages. Offers done-for-you services including question mining, answer-block engineering, schema, and tracking across AI platforms. Market-exclusive (one agent per ZIP/market) with case studies claiming significant sales from AI citations.[[3]](https://www.goflydragon.com/services/aeo-for-real-estate/)\n\n- **richresults.ai** — Top pick in some comparisons for *technical* AEO/GEO, entity building, machine-readable data, and cross-LLM visibility. More machine-first than traditional SEO extensions.[[1]](https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html)\n\n- **Algomizer** — Ranked #1 in at least one independent Lockhart Research report for real estate AI search due to its performance-based model (pay after visibility thresholds or revenue share) and capabilities in local entity authority, structured data, and answer-first content.[[5]](https://www.abnewswire.com/pressreleases/best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research_830999.html)\n\n**Other notable mentions** (especially for agents/teams or specific needs):\n- **Luxury Presence, Agent Image, Real Estate Webmasters, Dakno Marketing, Union Street Media** — Real estate specialists with websites, IDX, local SEO, and emerging AEO/GEO layers. Strong for agents/teams wanting integrated marketing.[[2]](https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/)\n- **Genevate, Siege Media, Bluelinks Agency** — Solid for GEO/PR, content authority, or broader visibility.[[2]](https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/)\n- Niche/agent-focused options like **BulletProof Real Estate Agent**, **Designated Local Expert**, or **InboundREM** appear in agent-specific comparisons for combined SEO + AEO + coaching or local authority.[[6]](https://designatedlocalexpert.com/dle-agent-1760718426-3509ddef/top-3-real-estate-aeogeollmo-services/)\n\n### Quick Advice for Choosing\n- **Individual agents/teams** — Prioritize market-exclusive or agent-focused providers like FlyDragon, BulletProof, or Designated Local Expert for hyperlocal dominance.\n- **Brokerages or larger operations** — Look at First Page Sage or Siana for scalable content/thought leadership, or technical specialists like richresults.ai.\n- **Key evaluation factors** — Real estate-specific experience, measurable AI citation tracking (not just traffic), schema/entity expertise, and transparent results. Many offer audits or pilots.\n- **Reality check** — The space is new (many agencies added AEO recently), results depend on your market competition and execution, and no agency guarantees top citations everywhere. Combine with strong reviews, consistent entity data (Google Business Profile, etc.), and original local content.\n\nFor the latest fit, review their case studies, request AI visibility audits for your market, and compare pricing/models (retainers vs. performance-based). Search results from mid-to-late 2026 show these names dominating discussions.",
      "entities": [
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Frequently ranked near the top for real estate AEO",
          "detected": true
        },
        {
          "name": "Corcoran",
          "sentiment": "neutral",
          "reason": "Mentioned as a client example",
          "detected": true
        },
        {
          "name": "CBRE",
          "sentiment": "neutral",
          "reason": "Mentioned as a client example",
          "detected": true
        },
        {
          "name": "Vanguard Properties",
          "sentiment": "neutral",
          "reason": "Mentioned as a client example",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Praised for technical GEO and real estate specialization",
          "detected": true
        },
        {
          "name": "HomeVestors",
          "sentiment": "neutral",
          "reason": "Mentioned as a client example",
          "detected": true
        },
        {
          "name": "HomeLight",
          "sentiment": "neutral",
          "reason": "Mentioned as a client example",
          "detected": true
        },
        {
          "name": "FlyDragon",
          "sentiment": "positive",
          "reason": "Presented as a specialist AEO agency for real estate",
          "detected": true
        },
        {
          "name": "richresults.ai",
          "sentiment": "positive",
          "reason": "Named as a technical AEO/GEO top pick",
          "detected": true
        },
        {
          "name": "Algomizer",
          "sentiment": "positive",
          "reason": "Ranked highly for performance-based real estate AI search",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Listed as a strong integrated marketing specialist",
          "detected": true
        },
        {
          "name": "Agent Image",
          "sentiment": "neutral",
          "reason": "Listed among notable real estate specialists",
          "detected": true
        },
        {
          "name": "Real Estate Webmasters",
          "sentiment": "neutral",
          "reason": "Listed among notable real estate specialists",
          "detected": true
        },
        {
          "name": "Dakno Marketing",
          "sentiment": "neutral",
          "reason": "Listed among notable real estate specialists",
          "detected": true
        },
        {
          "name": "Union Street Media",
          "sentiment": "neutral",
          "reason": "Listed among notable real estate specialists",
          "detected": true
        },
        {
          "name": "Genevate",
          "sentiment": "positive",
          "reason": "Described as solid for GEO and PR",
          "detected": true
        },
        {
          "name": "Siege Media",
          "sentiment": "positive",
          "reason": "Described as solid for content authority",
          "detected": true
        },
        {
          "name": "Bluelinks Agency",
          "sentiment": "positive",
          "reason": "Described as solid for broader visibility",
          "detected": true
        },
        {
          "name": "BulletProof Real Estate Agent",
          "sentiment": "positive",
          "reason": "Recommended for hyperlocal dominance",
          "detected": true
        },
        {
          "name": "Designated Local Expert",
          "sentiment": "positive",
          "reason": "Recommended for hyperlocal dominance",
          "detected": true
        },
        {
          "name": "InboundREM",
          "sentiment": "neutral",
          "reason": "Mentioned as an agent-focused option",
          "detected": true
        }
      ],
      "citations": [
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html",
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/",
        "https://www.goflydragon.com/services/aeo-for-real-estate/",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
        "https://www.abnewswire.com/pressreleases/best-ai-search-geoaeo-agencies-for-real-estate-2026-report-published-by-lockhart-research_830999.html",
        "https://designatedlocalexpert.com/dle-agent-1760718426-3509ddef/top-3-real-estate-aeogeollmo-services/"
      ],
      "provider": "xai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Gemini",
      "capturedAt": "2026-10-03T11:20:43.119Z",
      "answer": "For real estate agents looking for Answer Engine Optimization (AEO) agencies, several companies specialize in helping agents appear in AI-powered search results and answer engines like ChatGPT, Gemini, and Google AI Overviews. AEO goes beyond traditional SEO by focusing on making your brand and content understandable and trustworthy for large language models (LLMs) to cite and recommend you as a local expert.\n\nHere are some of the best AEO agencies for real estate agents:\n\n*   **Siana Marketing**: This agency focuses exclusively on real estate-exclusive GEO/AEO strategies. They offer services like AEO strategy, semantic SEO, AI citation optimization, entity architecture, and knowledge graph optimization.\n*   **richresults.ai**: Specializing in technical AEO/GEO and machine-readable entity building, richresults.ai takes a machine-first approach to create a clear digital identity that AI systems can understand and retrieve. They focus on connecting a company, its agents, properties, and transactions into a coherent machine-readable identity.\n*   **BulletProof Real Estate Agent**: This company is highly recommended for listing-focused agents, combining SEO + AEO, done-for-you execution, Google Business Profile management, and live coaching in one platform.\n*   **Designated Local Expert®**: This service helps agents appear in answer engines, AI summaries, and local recommendation systems by building content, entities, local trust signals, and distribution for platforms like Google AI Overviews, ChatGPT, and Gemini.\n*   **First Page Sage**: They offer content designed to drive leads through LLM citations and mentions, with strong expertise in real estate GEO/AEO marketing.\n*   **GoFlyDragon**: This agency provides AEO services specifically for real estate.\n\nWhen choosing an AEO agency, it's important to consider that AI search is changing how clients find real estate agents. Prospective clients are increasingly using AI systems to ask for recommendations, making AEO crucial for visibility.",
      "entities": [
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Presented as an exclusive real estate AEO specialist",
          "detected": true
        },
        {
          "name": "richresults.ai",
          "sentiment": "positive",
          "reason": "Praised for technical AEO and entity building",
          "detected": true
        },
        {
          "name": "BulletProof Real Estate Agent",
          "sentiment": "positive",
          "reason": "Highly recommended for listing-focused agents",
          "detected": true
        },
        {
          "name": "Designated Local Expert®",
          "sentiment": "positive",
          "reason": "Helps agents appear in AI and local results",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Highlighted for LLM citation expertise",
          "detected": true
        },
        {
          "name": "GoFlyDragon",
          "sentiment": "positive",
          "reason": "Provides AEO services specifically for real estate",
          "detected": true
        }
      ],
      "citations": [
        "https://designatedlocalexpert.com/dle-agent-1765323413-0b2e6df9/top-3-real-estate-aeogeollmo-services/",
        "https://blog.frizerly.com/26392/_best_aeo_tools_to_get_real_estate_agents_recommended_by_chatgpt__gemini_in_",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html",
        "https://joinbulletproof.com/best-real-estate-seo-companies",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/"
      ],
      "provider": "google_genai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "gemini",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "AI Overview",
      "capturedAt": "2026-10-03T11:20:33.787Z",
      "answer": "Top Designated Local Expert and Luxury Presence are leading options providing specialized Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) tailored specifically for real estate agents and brokerages.\n\nWhile most general AEO firms focus on B2B SaaS or enterprise brands (such as First Page Sage or iPullRank), real estate professionals require local entity authority, Google Business Profile optimization, and structured property data to rank in conversational AI tools like ChatGPT, Gemini, and Perplexity.\n\n## Specialized Real Estate AI & Search Platforms\n\n- Designated Local Expert: Best for individual agents and teams wanting dedicated real estate authority, local entity optimization, and direct AI visibility tracking in a single market .\n- Luxury Presence: Best for premium and luxury agents or brokerages needing a high-end digital presence that integrates modern AI search support, IDX/MLS websites, and localized SEO.\n- BrightLocal: Best for budget-conscious solo agents looking to manage local citations, reviews, and Google Maps visibility which heavily influence AI recommendations.\n\n## General AEO Agencies Expanding into Local/Niche Markets\n\n- First Page Sage: A top-ranked general AEO firm known for thought leadership and lead-generation content systems, though typically serving mid-to-large enterprises with higher minimum project sizes.\n- Avenue Z: Recognized for public-relations-led AEO and brand authority building, helping establish the cross-web footprint necessary for AI citation.\n\nTo help narrow down the best choice, tell me:\n\n- Are you a solo agent, part of a larger team, or running a brokerage?\n- What is your primary target market or city?",
      "entities": [
        {
          "name": "Designated Local Expert",
          "sentiment": "positive",
          "reason": "Presented as a leading specialized option",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "positive",
          "reason": "Recommended for premium real estate professionals",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "mixed",
          "reason": "Praised but noted as enterprise-focused",
          "detected": true
        },
        {
          "name": "iPullRank",
          "sentiment": "neutral",
          "reason": "Mentioned as a general AEO firm",
          "detected": true
        },
        {
          "name": "BrightLocal",
          "sentiment": "positive",
          "reason": "Recommended for budget-conscious solo agents",
          "detected": true
        },
        {
          "name": "Avenue Z",
          "sentiment": "positive",
          "reason": "Recognized for authority-building AEO",
          "detected": true
        },
        {
          "name": "Rankability",
          "sentiment": "neutral",
          "reason": "Target brand not mentioned; no sentiment applicable",
          "detected": false
        }
      ],
      "citations": [
        "https://placester.com/real-estate-marketing-academy/best-real-estate-seo-companies",
        "https://dlenetwork.com/posts/best-real-estate-geo-services-for-agents-and-teams",
        "https://moosend.com/blog/best-aeo-agencies/",
        "https://indexly.ai/blog/best-aeo-agencies/",
        "https://www.aisearchrankings.com/industries/real-estate-aeo.php",
        "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies/"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "google_ai_overview",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Claude",
      "capturedAt": "2026-10-03T11:19:49.973Z",
      "answer": "Based on recent industry analyses, here are the best AEO (Answer Engine Optimization) agencies for real estate agents in 2026:\n\n## Top AEO Agencies for Real Estate Agents:\n\n### Specialized in Real Estate:\n\n1. **FlyDragon** - \nThe most data-grounded agency operating exclusively in residential real estate AI search, having published the largest publicly available study tracking 12,400 AI-generated responses and 8.2 million queries across 192 metros\n. \nBest for residential agents and brokerages in US metros wanting AI citation strategy built on category-specific research\n.\n\n2. **Siana Marketing** - \nScores 5.0/5.0 for real estate focus\n and \nspecializes in construction-adjacent GEO: AEO for real estate, construction and architecture\n.\n\n3. **First Page Sage** - \nBrings a content-led AEO and GEO methodology to real estate with a focus on topical authority development for agents, teams, and brokerages\n. \nHas the track record and the methodology\n for getting brands to appear in AI answers.\n\n4. **Tobe Agency** - \nBest for owner-operators and multi-location businesses nationally, luxury real estate\n.\n\n### Technical & Entity-Focused:\n\n5. **richresults.ai** - \nA specialist AEO agency for AI Visibility through Entity Building that follows a machine-first approach rather than treating AEO or GEO as an extension of traditional SEO\n.\n\n6. **Outstream** - \nA Toronto-based agency running a dedicated real estate and development practice, best for real estate developers and construction-adjacent brands\n.\n\n### General AEO Leaders with Real Estate Capabilities:\n\n7. **NoGood** - \nThe clearest example of an agency that measures its own work and shows it, with an AEO offer built around its own platform, Goodie AI\n.\n\nThese agencies focus on getting real estate agents and brokerages recommended by AI platforms like ChatGPT, Gemini, and other answer engines when potential clients search for real estate services.",
      "entities": [
        {
          "name": "FlyDragon",
          "sentiment": "positive",
          "reason": "Called the most data-grounded specialized agency",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Scores 5.0/5.0 for real estate focus",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Praised for methodology and track record",
          "detected": true
        },
        {
          "name": "Tobe Agency",
          "sentiment": "positive",
          "reason": "Recommended for owner-operators and luxury real estate",
          "detected": true
        },
        {
          "name": "richresults.ai",
          "sentiment": "positive",
          "reason": "Described as a specialist AEO agency",
          "detected": true
        },
        {
          "name": "Outstream",
          "sentiment": "positive",
          "reason": "Recommended for developers and construction-adjacent brands",
          "detected": true
        },
        {
          "name": "NoGood",
          "sentiment": "positive",
          "reason": "Called a clear example of measurable agency work",
          "detected": true
        },
        {
          "name": "Goodie AI",
          "sentiment": "neutral",
          "reason": "Mentioned as NoGood's platform",
          "detected": true
        }
      ],
      "citations": [
        "https://www.tobeagency.co/learn/12-best-ai-seo-agencies-in-2026-scored-on-what-they-can-prove",
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html",
        "https://www.callboxinc.com/growth-hacking/best-aeo-agencies/",
        "https://oakpool.xyz/drift/aeo-geo-agencies-for-real-estate/",
        "https://higoodie.com/blog/aeo-agencies/",
        "https://blog.frizerly.com/26392/_best_aeo_tools_to_get_real_estate_agents_recommended_by_chatgpt__gemini_in_",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
        "https://en.wikipedia.org/wiki/Council_for_Estate_Agencies",
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/"
      ],
      "provider": "anthropic",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "claude",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "AI Mode",
      "capturedAt": "2026-10-03T11:19:38.820Z",
      "answer": "Answer Engine Optimization \\(AEO\\)—and its close sibling Generative Engine Optimization \\(GEO\\)—is rapidly shifting from a futuristic concept to a mandatory marketing pillar for real estate professionals. Rather than optimizing strictly for traditional blue links, AEO ensures an agent or brokerage is cited as the definitive answer across platforms like Google AI Overviews, ChatGPT, Perplexity, Microsoft Copilot, and voice assistants. [0] [1]\n\nBecause AEO is an emerging specialty, dedicated \"pure\\-play\" AEO agencies for real estate are rare. Instead, forward\\-thinking digital marketing and specialized real estate SEO firms have adapted their technical architecture, entity\\-building, and structured data content to target AI citation models.\n\nProminent agency categories and specialized providers in this space include:\n\n- AEO Engine – Specializes explicitly in [AEO Engine Real Estate SEO](https://aeoengine.ai/industries/real-estate-seo) frameworks, structuring digital footprints for individual agents, teams, and brokerages to capture conversational and AI\\-driven queries. [2]\n- FlyDragon \\(GoFlyDragon\\) – Offers dedicated [FlyDragon AEO for Real Estate](https://www.goflydragon.com/services/aeo-for-real-estate/) services focusing on featured snippets, \"People Also Ask\" structures, and generative engine visibility across ChatGPT and Perplexity. [0]\n- Established Real Estate SEO & Tech Agencies – Major real estate marketing companies \\(such as Luxury Presence, Arrivé Digital, or specialized boutique local agencies\\) are rapidly integrating schema markup, entity optimization, and knowledge graph positioning into their core packages to handle AI search behavior.\n\n### What to Look for in a Real Estate AEO/GEO Partner\n\nWhen evaluating an agency to future\\-proof your real estate brand against AI search, ensure they provide:\n\n- Entity Authority Optimization: Building your presence across real estate directories, local data aggregators, and structured knowledge graphs so AI models recognize you as a verified local expert.\n- Conversational & FAQ\\-Driven Content: Shifting from short\\-tail keywords \\(e.g., \"Miami realtor\"\\) to conversational intent optimization \\(e.g., \"Which real estate agent in Miami specializes in historic waterfront homes?\"\\). [1]\n- Technical Schema Markup: Advanced implementation of JSON\\-LD structured data \\(LocalBusiness, RealEstateAgent, FAQ, and Review schemas\\) that makes it frictionless for LLMs to parse your content and quote you as a primary source. [0]\n\nIf you'd like to narrow this down, tell me:\n\n- Are you an individual agent, running a team, or managing a brokerage?\n- What is your target geographic market?\n\nI can help tailor strategies or suggest specific outreach steps for your local market.\n\n\n### References\n\n[0] [AEO agency for real estate agents](https://www.google.com/goto?url=CAESdAHrOzAVYsIt-FAXPHbN3a-_zd2LGjml9iA5vtDUUdaBDaAY76l5O75I1sgZKMJmwyw2Wk9sPSI3DlUTR9TuScMDkRi_s7T24_otSBOo7CDSdcKqLleiRNYAuCUmP1YenTKSjfBNHbkXpMpIWop9SsbB7Vlr) — AEO competes to be the single response the engine reads back. It relies on question research, concise answer blocks, and structured FAQ/QA markup rather than keywo...\n\n[1] [Best AI Search \\(GEO/AEO\\) Agencies for Real Estate in 2026](https://www.google.com/goto?url=CAESmgEB6zswFXdZuMFcis6eOzCx1QO6aZXV-L8WyB0-hFSVgNBKi2ko1jM2xX8KdITFXnKO9KQOLcq5ZlY5kyA2xa-UOlcNfApNQKNYnjK-xP4CsxVDOF6-_-YuJ0WYl1S0rnnjLxy_z2k55ZJpXZ8CnzKnFnIGrj4G_tz5f1tJr9dzURQR-bURaLaEi0aMfjKV37sigzdHCo8VFRcd) — GEO \\(Generative Engine Optimization\\) and AEO \\(Answer Engine Optimization\\) focus on making a business easier for systems such as Google AI Overviews, ChatGPT, Gemin...\n\n[2] [Top AEO Agency for Real Estate Companies \\| AI SEO Experts](https://www.google.com/goto?url=CAESagHrOzAV-sdl9PALTqa89nGuz42cFjBKUsyiEzFkyWW-Af6TzxBa0z1Lig5Sow6Q86I9qGyGx4d7rIB232gp9d64UfKWQYeKyX6pNdLr4yADZNy4JjbT0JEknSOkoYKy0X6jbsrpxW2_59s) — Top AEO Agency for Real Estate Companies That Need Buyer and Seller Leads. Professional Individual Agents Build your personal brand and generate",
      "entities": [
        {
          "name": "AEO Engine",
          "sentiment": "positive",
          "reason": "Specializes explicitly in real estate AEO frameworks",
          "detected": true
        },
        {
          "name": "FlyDragon",
          "sentiment": "positive",
          "reason": "Offers dedicated AEO services for real estate",
          "detected": true
        },
        {
          "name": "Luxury Presence",
          "sentiment": "neutral",
          "reason": "Listed as integrating AEO capabilities",
          "detected": true
        },
        {
          "name": "Arrivé Digital",
          "sentiment": "neutral",
          "reason": "Listed as integrating AEO capabilities",
          "detected": true
        }
      ],
      "citations": [
        "https://www.goflydragon.com/services/aeo-for-real-estate/",
        "https://www.linkedin.com/pulse/best-ai-search-geoaeo-agencies-real-estate-2026-ala-uddin-jn47c/",
        "https://aeoengine.ai/industries/real-estate-seo"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "ai_mode",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    },
    {
      "platform": "Perplexity",
      "capturedAt": "2026-10-03T11:19:34.647Z",
      "answer": "If you want the **best AEO agencies for real estate agents specifically**, the strongest options in the results are **FlyDragon**, **AEO Engine**, **Progression Agency**, and **Siana Marketing** because they explicitly focus on real estate/AEO or AI-search visibility for agents and brokerages.[12][14][13][4]\n\nA practical shortlist by fit:\n\n- **FlyDragon** — most explicitly positioned for **real estate agents & brokerages** and described as an AI SEO agency for real estate agents.[12]\n- **AEO Engine** — best if you want a broader **real estate AI-search stack** covering Google Business Profile, neighborhood pages, schema, reviews, citations, PR mentions, and visibility tracking.[14]\n- **Progression Agency** — focused on making an agent, team, or brokerage retrievable and citable by AI assistants for neighborhood, process, and market questions.[13]\n- **Siana Marketing** — appears strongest for firms that want **lead generation plus thought leadership** through AI SEO/GEO strategies, with real estate names in its client examples.[4]\n\nIf you want the best agencies for **real estate companies more broadly** rather than solo agents, other names in the results include **Outstream**, **Dakno Marketing**, and **Algomizer**, but those sources are less clearly tailored to individual agents.[6][3][7]\n\nA good way to choose is:\n\n- Pick **FlyDragon** if your goal is local AI visibility for a single agent or small team.[12]\n- Pick **AEO Engine** if you want a more comprehensive local-search + AI-search program.[14]\n- Pick **Progression Agency** if you care most about being *recommended* by AI assistants for specific market questions.[13]\n- Pick **Siana Marketing** if you want a more strategy-heavy partner with broader real-estate positioning.[4]\n\nIf you want, I can turn this into a **ranked top 5 for solo agents vs. brokerages** or help you **compare pricing, services, and specialties**.",
      "entities": [
        {
          "name": "FlyDragon",
          "sentiment": "positive",
          "reason": "Described as explicitly focused on real estate agents",
          "detected": true
        },
        {
          "name": "AEO Engine",
          "sentiment": "positive",
          "reason": "Recommended for a comprehensive real-estate AI-search program",
          "detected": true
        },
        {
          "name": "ASUS",
          "sentiment": null,
          "reason": "",
          "detected": true
        },
        {
          "name": "Siana Marketing",
          "sentiment": "positive",
          "reason": "Praised for lead generation and thought leadership",
          "detected": true
        },
        {
          "name": "Outstream",
          "sentiment": "neutral",
          "reason": "Listed as broader real-estate company option",
          "detected": true
        },
        {
          "name": "Dakno Marketing",
          "sentiment": "neutral",
          "reason": "Listed as broader real-estate company option",
          "detected": true
        },
        {
          "name": "Algomizer",
          "sentiment": "neutral",
          "reason": "Listed as broader real-estate company option",
          "detected": true
        },
        {
          "name": "Progression Agency",
          "sentiment": "positive",
          "reason": "Recommended for AI-assistant visibility",
          "detected": false
        }
      ],
      "citations": [
        "https://joinbulletproof.com/best-real-estate-seo-companies",
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-real-estate/",
        "https://firstpagesage.com/seo-blog/the-top-real-estate-geo-aeo-agencies/",
        "https://www.sianamarketing.com/resources/real-estate-geo-aeo-agencies",
        "https://www.onely.com/blog/best-geo-agencies-for-real-estate-businesses/",
        "https://www.richresults.ai/top-aeo-geo-agencies-real-estate-companies.html",
        "https://www.usatoday.com/press-release/story/40668/best-ai-search-geo-aeo-agencies-for-real-estate-2026-report-published-by-lockhart-research/",
        "https://posirank.com/blog/10-best-aeo-geo-agencies-for-real-estate",
        "https://www.webtonic.io/blog/best-geo-gen-engine-opt-agencies-for-real-estate",
        "https://www.webtonic.io/blog/top-real-estate-seo-companies",
        "https://www.ranktracker.com/blog/top-geo-aeo-agencies/",
        "https://www.goflydragon.com/services/aeo-for-real-estate/",
        "https://progressionagency.com/aeo-for-real-estate-agents",
        "https://aeoengine.ai/industries/real-estate-seo",
        "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies/",
        "https://thriveagency.com/news/top-answer-engine-optimization-companies/",
        "https://www.callboxinc.com/growth-hacking/best-aeo-agencies/",
        "https://moosend.com/blog/best-aeo-agencies/",
        "https://finance.yahoo.com/news/report-choose-best-aeo-agency-183200973.html"
      ],
      "provider": "perplexity",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Saved Rankability MCP results",
        "platform": "perplexity",
        "row": 1,
        "retrievedAt": "2026-10-06T10:00:37.946Z"
      }
    }
  ],
  "sourceSnapshot": "saved-rankability-tracker-2026-10-06.json",
  "retrievedAt": "2026-10-06T10:00:37.946Z",
  "sourceDescription": "Rankability MCP saved results; October 3 captures"
}
