{
  "schemaVersion": 1,
  "edition": 1,
  "captured": "2026-10-11",
  "topic": "local businesses",
  "prompt": "who are the best AEO agencies for local businesses",
  "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.",
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    "agencyCount": 54,
    "mentionCount": 83,
    "citedPageCount": 49,
    "platformCount": 11,
    "leaderCount": 5,
    "excludedNameCount": 6,
    "unconfirmedNameCount": 1
  },
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        "WebFX"
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    },
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        "Grok",
        "DeepSeek",
        "Brave AI"
      ],
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      "visibility": 36,
      "recordedNames": [
        "Whitespark"
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      "rank": 2
    },
    {
      "agency": "Funnel Boost Media",
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        "Grok",
        "Meta AI"
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        "Meta AI"
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        "Brave AI"
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        "Meta AI"
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        "Thrive Internet Marketing Agency"
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      "agency": "AEO Collective",
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        "Claude"
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      "recordedNames": [
        "The AEO Collective"
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    },
    {
      "agency": "EVOIX",
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        "Brave AI"
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      "agency": "DeltaV Digital",
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        "DeltaV Digital"
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    },
    {
      "agency": "Digital Landscope",
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      "url": "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
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        "https://aeoengine.ai/blog/who-is-the-best-aeo-consultant-for-local-service-businesses-vetted-shortlist-hiring-guide"
      ]
    },
    {
      "agency": "ClickTrack Marketing",
      "citedPlatforms": [
        "Copilot"
      ],
      "alsoNamedPlatforms": [
        "Copilot"
      ],
      "pages": [
        "https://www.clicktrackmarketing.com/best-aeo-agency-san-diego"
      ]
    },
    {
      "agency": "ESP Inspire",
      "citedPlatforms": [
        "Meta AI"
      ],
      "alsoNamedPlatforms": [
        "Meta AI"
      ],
      "pages": [
        "https://www.espinspire.com/blog/best-aeo-agencies/"
      ]
    },
    {
      "agency": "First Page Sage",
      "citedPlatforms": [
        "Gemini",
        "Grok"
      ],
      "alsoNamedPlatforms": [
        "Grok"
      ],
      "pages": [
        "https://firstpagesage.com/seo-blog/the-best-local-seo-companies/",
        "https://firstpagesage.com/seo-blog/the-top-local-geo-agencies/"
      ]
    },
    {
      "agency": "Mesa West Marketing Partners",
      "citedPlatforms": [
        "Copilot"
      ],
      "alsoNamedPlatforms": [
        "Copilot"
      ],
      "pages": [
        "https://www.mesawestmarketing.com/post/the-top-5-seo-agencies-in-san-diego-and-las-vegas-2026-guide"
      ]
    },
    {
      "agency": "Minuttia",
      "citedPlatforms": [
        "Gemini"
      ],
      "alsoNamedPlatforms": [
        "Gemini"
      ],
      "pages": [
        "https://minuttia.com/best-aeo-agencies/"
      ]
    }
  ],
  "excludedEntities": [
    {
      "name": "Thryv",
      "canonicalName": "Thryv",
      "platform": "AI Mode",
      "reason": "Software/platform, not a confirmed marketing agency",
      "entityReason": "Highly recommended for small and local businesses",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "ai_mode",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "Growth Marketing Pro",
      "canonicalName": "Growth Marketing Pro",
      "platform": "AI Mode",
      "reason": "Marketing publication",
      "entityReason": "Known for modern tactical AI visibility approaches",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "ai_mode",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "Thryv",
      "canonicalName": "Thryv",
      "platform": "Gemini",
      "reason": "Software/platform, not a confirmed marketing agency",
      "entityReason": "Highly recommended for managed local AEO and SEO",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "gemini",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "Magna",
      "canonicalName": "Magna",
      "platform": "Grok",
      "reason": "Agency identity not confirmed unambiguously from the captured label; retained for review",
      "entityReason": "Mentioned as a niche local service player",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "ProductLed",
      "canonicalName": "ProductLed",
      "platform": "Copilot",
      "reason": "Training business rather than a confirmed marketing agency",
      "entityReason": "Listed as training rather than agency services",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "Yext",
      "canonicalName": "Yext",
      "platform": "DeepSeek",
      "reason": "Software/platform label; a separate marketing service business was not confirmed for this recorded identity",
      "entityReason": "Listed as a local listings platform, not full-service agency",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "deepseek",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "name": "Uberall",
      "canonicalName": "Uberall",
      "platform": "DeepSeek",
      "reason": "Software/platform label; a separate marketing service business was not confirmed for this recorded identity",
      "entityReason": "Listed as a local data platform, not full-service agency",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "deepseek",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    }
  ],
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      "The AEO Collective"
    ],
    "Thrive Internet Marketing Agency": [
      "Thrive",
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    ],
    "Page Pros": [
      "Page Pros - Local SEO Agency"
    ],
    "ClickTrack Marketing": [
      "Click Track Marketing"
    ],
    "NP Digital": [
      "Neil Patel Digital"
    ]
  },
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    "Genevate": "https://www.genevate.co/faq/",
    "Driven Metrics": "https://driven-metrics.com/about-us/",
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    "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/",
    "InBound Blogging": "https://inboundblogging.com/",
    "Omnizant": "https://omnizant.com/",
    "GavelGrow": "https://gavelgrow.com/",
    "Progression Agency": "https://progressionagency.com/",
    "VIP Marketing": "https://vipmarketing.com/",
    "Mesa West Marketing Partners": "https://www.mesawestmarketing.com/",
    "Delmain": "https://delmain.co/",
    "Blu Ocean Innovations": "https://bluoceaninnovations.com/",
    "Firegang Dental Marketing": "https://www.firegang.com/",
    "DentalScapes": "https://www.dentalscapes.com/",
    "Dominate Dental": "https://www.dominatedental.com/",
    "DDSRank": "https://www.ddsrank.com/",
    "Healthcare Success": "https://healthcaresuccess.com/",
    "Keygrow": "https://keygrow.co/",
    "Gargle": "https://gargle.com/",
    "Flow New Patient Marketing": "https://newpatientsflow.com/",
    "PMAX Dental Marketing": "https://www.pmaxdentalmarketing.com/",
    "Identity Dental Marketing": "https://identitydental.com/",
    "Officite": "https://www.officite.com/",
    "Signal Hill Strategies": "https://www.signalhillstrategies.com/",
    "Titan Web Agency": "https://titanwebagency.com/about-us/",
    "Rosemont Media": "https://www.rosemontmedia.com/",
    "Wonderist Agency": "https://www.wonderistagency.com/",
    "O360": "https://o360.com/",
    "Arc Intermedia": "https://www.arcintermedia.com/",
    "Brafton": "https://www.brafton.com/",
    "ESP Inspire": "https://www.espinspire.com/",
    "EVOIX": "https://evoix.io/",
    "Comrade Digital Marketing Agency": "https://comradeweb.com/",
    "GreenBanana SEO": "https://greenbananaseo.com/",
    "Kell Web Solutions": "https://www.kellsolutions.com/about",
    "Growdent": "https://growdent.io/",
    "FIVESIXTEN": "https://www.fivesixten.ai/en/about",
    "Oozle Media": "https://www.oozlemedia.com/",
    "Sterling Sky": "https://www.sterlingsky.ca/",
    "Omaha SEO": "https://www.omahaseocompany.com/",
    "Whitespark": "https://whitespark.ca/",
    "Local Heroes Agency": "https://localheroes.agency/",
    "Evoltra Solutions": "https://evoltrasolutions.com/services/aeo-website-optimization/",
    "Elite Legal Marketing": "https://www.elitelegalmarketing.com/",
    "CiteRise": "https://citerise.com/",
    "Gladiator Law Marketing": "https://gladiatorlawmarketing.com/website-design-for-criminal-defense-lawyers/",
    "Market My Market": "https://www.marketmymarket.com/",
    "JurisPage": "https://jurispage.com/",
    "The Ad Firm": "https://www.theadfirm.net/about/",
    "Fuel Web Marketing": "https://www.fuelwebmarketing.com/",
    "Utah SEO Experts": "https://utahseoexperts.com/",
    "Brandify": "https://brandify.io/",
    "Utah SEO Company": "https://www.utahseoco.com/",
    "Art Does Ads": "https://artdoesads.com/",
    "Cardinal Digital Marketing": "https://www.cardinaldigitalmarketing.com/",
    "Sites by Sara": "https://sitesbysara.com/",
    "Ascent AI": "https://ascentai.ai/",
    "Dentainment": "https://dentainment.com/",
    "Harris & Ward": "https://harrisandward.com/search-engine-optimization/dental-seo/",
    "Kootil": "https://kootil.com/",
    "Lasso MD": "https://www.lassomd.com/",
    "NPAccel": "https://npdigital.com/npaccel/",
    "Progressive Dental": "https://www.progressivedentalmarketing.com/",
    "SMC National": "https://smcnational.com/",
    "Sagapixel": "https://sagapixel.com/",
    "Stethon Digital Marketing": "https://stethondigitalmarketing.com/about-us/",
    "Yooniversal Media": "https://yooniversalmedia.com/dental-marketing/",
    "Advanced Integrated Marketing": "https://aim-tex.com/",
    "2POINT Agency": "https://www.2pointagency.com/",
    "SignalMatrix AI": "https://signalmatrixai.com/",
    "Acute SEO": "https://acuteseo.com/",
    "Anderson Collaborative": "https://www.andersoncollaborative.com/",
    "DeltaV Digital": "https://www.deltavdigital.com/about/",
    "Digital Landscope": "https://digital-landscope.com/2025-wrapped-aeo-testing/",
    "Coozmoo Digital Solutions": "https://coozmoo.com/",
    "Arcane Marketing": "https://www.arcanemarketing.com/",
    "Engage Ads": "https://engageads.io/aeo",
    "Elit-Web": "https://elit-web.com/",
    "Market Disruptors": "https://marketdisruptorsagency.com/",
    "NP Digital": "https://npdigital.com/in/about/",
    "Bastion Agency": "https://bastionagency.com/",
    "NinjaPromo": "https://ninjapromo.io/",
    "D'Genius Solutions": "https://www.dgeniussolutions.com/",
    "LocalMighty": "https://www.localmighty.com/",
    "Page Pros": "https://pagepros.io/",
    "Saba SEO": "https://www.sabaseo.com/",
    "Red Olive": "https://www.redolive.com/",
    "Wiideman Consulting Group": "https://www.wiideman.com/",
    "AIM Dental Marketing": "https://americandentalmarketing.com/",
    "WPDriven": "https://wpdriven.com/",
    "Rise Local": "https://www.riselocal.com/"
  },
  "aliasEvidence": {
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    "AEOEngine": "https://aeoengine.ai/",
    "Grow Law": "https://growlaw.co/",
    "ClickTrack": "https://www.clicktrackmarketing.com/",
    "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/",
    "KeyGrow.co": "https://keygrow.co/",
    "KeyGrow": "https://keygrow.co/",
    "The AEO Collective": "https://aeo-collective.com/",
    "Wonderist": "https://www.wonderistagency.com/",
    "Gargle, Inc.": "https://gargle.com/",
    "Firegang": "https://www.firegang.com/",
    "Mesa West Marketing": "https://www.mesawestmarketing.com/",
    "Page Pros - Local SEO Agency": "https://pagepros.io/",
    "ADFirm": "https://www.theadfirm.net/about/",
    "Stethon": "https://stethondigitalmarketing.com/about-us/",
    "Neil Patel Digital": "https://npdigital.com/in/about/"
  },
  "answers": [
    {
      "platform": "ChatGPT",
      "capturedAt": "2026-10-11T13:12:44.956Z",
      "answer": "*   The best AEO (Answer Engine Optimization) agency for a local business is one that helps your business get recommended by ChatGPT, Google AI Overviews, Gemini, and Perplexity when potential customers ask questions like “Who is the best plumber near me?” or “What’s the best dentist in my area?”\n\n    For local businesses, I wouldn't automatically choose a large national AEO agency. I'd prioritize a team that combines AI search visibility, local SEO, Google Business Profile optimization, reputation management, and lead generation.\n\n    My shortlist of AEO agencies for local businesses\n    -------------------------------------------------\n\n    These are the agencies I'd investigate first, based on their advertised services, business fit, and available information—not a controlled ranking of their client results.\n\n    1. Posirank\n    -----------\n\n    Best for local service businesses\n\n    Posirank is worth considering if you want AEO and traditional SEO working together, rather than treating AI visibility as a standalone project. Its published offering combines AI search optimization with established SEO execution and flexible service options.\n\n    *   Best for: Home services and small-to-medium businesses that need leads from local search.\n\n    *   Ask about: AI citation tracking, service-area pages, Google Maps visibility, and local competitor analysis.\n\n    Source: [Texas AEO agency comparison](https://posirank.com/blog/top-5-ai-seo-aeo-agencies-in-texas) .\n\n    2. Engage Ads\n    -------------\n\n    Best for smaller local businesses\n\n    A candidate for local, high-value service businesses that want a more accessible AEO engagement. Its published comparison lists a $1,500 monthly fee on a six-month term for its target market.\n\n    *   Best for: Service businesses where a few additional qualified leads can justify the marketing investment.\n\n    *   Ask about: What is included in the fee, whether implementation is done for you, and which AI platforms are measured.\n\n    Source: [Small-business AEO comparison](https://engageads.io/post/best-aeo-agencies-for-small-businesses) . Pricing should be reconfirmed directly.\n\n    3. WebFX\n    --------\n\n    Best full-service option\n\n    An established, larger agency to consider if you need AEO alongside technical SEO, content production, analytics, and broader digital marketing.\n\n    *   Best for: Growing businesses, companies with several locations, and organizations that want a broad marketing team.\n\n    *   Trade-off: It may be more than a small, single-location business needs.\n\n    Source: [WebFX official website](https://www.webfx.com/)  and [2026 AEO agency comparison](https://www.webdesignrankings.com/best-aeo-companies/) .\n\n    4.\n\n    Rise Local\n\n    ------------------\n\n    Best to investigate in DFW\n\n    A local-market option based in Southlake, Texas, with services centered on Google Business Profile management, local SEO, content, and AI Overview optimization.\n\n    *   Best for: Businesses in the Dallas–Fort Worth area seeking a local visibility partner.\n\n    *   Ask about: Whether its AI optimization includes tracking recommendations in ChatGPT and Perplexity, not just Google.\n\n    Source: [Rise Local website](https://www.riselocal.com/) . Confirm current service details before engaging.\n\n    5.\n\n    Advanced Integrated Marketing\n\n    -------------------------------------\n\n    Best local AEO specialist to evaluate\n\n    An Arlington, Texas, agency that explicitly markets AI search optimization alongside traditional SEO and search marketing.\n\n    *   Best for: Small and midsize businesses that want to explore AI-driven recommendations with a regional agency.\n\n    *   Ask about: Case studies showing actual AI-generated mentions, local lead outcomes, and ongoing reporting.\n\n    Source: Local business listing and its advertised service positioning.\n\n    How I'd choose between them\n    ---------------------------\n\n    If your priority is…\n\n    Start with\n\n    AEO combined with practical SEO execution\n\n    Posirank\n\n    A smaller, defined AEO engagement\n\n    Engage Ads\n\n    A larger, full-service marketing program\n\n    WebFX\n\n    Local SEO and AI visibility in DFW\n\n    Rise Local\n\n    A regional agency explicitly offering AEO\n\n    Advanced Integrated Marketing\n\n    These are best-fit recommendations, not a claim that any agency consistently outperforms the others in AI recommendations.\n\n    What a good local AEO agency should actually do\n    -----------------------------------------------\n\n    Before signing a contract, make sure the agency can explain how it will:\n\n    *   Track AI recommendations: Test realistic customer prompts across ChatGPT, Gemini, Perplexity, and Google AI Overviews.\n\n    *   Strengthen local signals: Improve your Google Business Profile, business listings, reviews, service pages, and consistent business information.\n\n    *   Build credible sources: Improve the quality of your website content and relevant third-party mentions that AI systems can use as evidence.\n\n    *   Measure business outcomes: Track calls, qualified leads, booked appointments, and AI visibility separately.\n\n    *   Show its work: Provide baseline measurements, actual examples of AI answers, completed changes, and follow-up reporting.\n\n    Avoid any agency that guarantees your business will appear in ChatGPT's recommendations. AI answers vary by query, location, platform, and time.\n\n    ![](https://www.google.com/s2/favicons?domain=https://www.andersoncollaborative.com&sz=32) \n\n    Anderson Collaborative\n\n    +1\n\n    Let me narrow this down to the best 3 for you\n    ---------------------------------------------\n\n    The best shortlist changes significantly depending on the type of business and your budget.\n\n    1\\. What type of business are you marketing?\n\n    Home services (plumbing, HVAC, roofing, etc.)\n\n    Healthcare, dental, or med spa\n\n    Law firm\n\n    Restaurant or retail\n\n    Professional services or B2B\n\n    I'm evaluating agencies for my clients\n\n    Other local business\n\n    2\\. What's your business footprint?\n\n    One local location\n\n    Multiple locations or franchises\n\n    Service-area business without a storefront\n\n    Nationwide business\n\n    3\\. What's your monthly budget?\n\n    Under $1,000\n\n    $1,000–$2,500\n\n    $2,500–$5,000\n\n    $5,000+\n\n    4\\. What's your main goal?\n\n    Get recommended in ChatGPT and other AI answers\n\n    Improve Google Maps and local Google rankings\n\n    Generate more qualified calls and leads\n\n    All of the above\n\n    Find my best 3 agencies",
      "entities": [
        {
          "name": "Posirank",
          "sentiment": "positive",
          "reason": "Recommended for local AEO and SEO execution",
          "detected": true
        },
        {
          "name": "Engage Ads",
          "sentiment": "positive",
          "reason": "Recommended for smaller local businesses",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "positive",
          "reason": "Recommended as a full-service option",
          "detected": true
        },
        {
          "name": "Rise Local",
          "sentiment": "positive",
          "reason": "Recommended for DFW local visibility",
          "detected": true
        },
        {
          "name": "Advanced Integrated Marketing",
          "sentiment": "positive",
          "reason": "Recommended as a local AEO specialist",
          "detected": true
        },
        {
          "name": "Anderson Collaborative",
          "sentiment": "neutral",
          "reason": "Mentioned without evaluation",
          "detected": true
        }
      ],
      "citations": [],
      "provider": "openai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "chatgpt",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "AI Mode",
      "capturedAt": "2026-10-11T13:12:54.232Z",
      "answer": "Answer Engine Optimization \\(AEO\\)—often intersecting with Generative Engine Optimization \\(GEO\\)—focuses on making your local business the definitive answer that AI models \\(like ChatGPT, Perplexity, Google Gemini, and Search Generative Experience\\) surface for local queries. [0] [1]\n\nBecause the category is relatively new, most top\\-tier providers are evolved digital marketing and local SEO powerhouses that have adapted their technical stacks \\(like entity authority, schema markup, and citation building\\) for LLMs. [0] [1] [2]\n\nTop solutions and agency approaches widely discussed for local businesses include:\n\n- Posirank – Often cited as a leading option for scaling AEO infrastructure. They specialize in deep technical execution like advanced structured data and LocalBusiness schema markup, helping AI models accurately extract your location, reviews, and service offerings. [1]\n- Thryv – Highly recommended specifically for small and local businesses. They combine traditional local SEO and listings management with reputation/review tracking and AEO signals, making it easier for AI algorithms to view a local entity as trusted and active. [3]\n- Growth Marketing Pro – Known for modern, tactical approaches to AI visibility such as smart conversational FAQs, AI instruction formatting, and listicle/citation outreach tailored to how LLMs pull third\\-party validation. [2]\n- Established Local SEO/Digital Agencies – Many specialized boutique local agencies now offer integrated AEO packages. Industry consensus on platforms like [Reddit](https://www.reddit.com/r/SaaS/comments/1scwc2o/who_is_the_best_answer_engine_optimization_aeo/) suggests that evaluating an agency's specific framework matters more than the label they use. When vetting them, ask for concrete proof of LLM citation tracking rather than just traditional keyword rankings. [2]\n\nIf you'd like, tell me:\n\n- What is your industry or specific local niche \\(e.g., plumbing, legal, retail\\)?\n- Are you a single\\-location or multi\\-location business?\n\nI can help tailor what specific AEO tactics or metrics you should demand from an agency.\n\n\n### References\n\n[0] [Best GEO / AEO / AIO agencies for local businesses? \\- Reddit](https://www.google.com/goto?url=CAESoQEB6zswFZ5SOVq4tNWhKFdM2JHNWf2jMAI_Rzp2mNrmL7d0RLXWpQlK7xAukpqTZcHsjK2tB6EAEl__X0vXMlgnAQ9sPYT_Mjg7q-YnAO1yFW9844XM-NhJD2hfRHzDuFmH5aDTc-0EVl_KxB_cYKo4rV98YU5sKWNAIvQtb-vX7OtLn5RaHU6dnIBgFWxkq_vfh1lPR607s9c7rr7yt0y78g) — Effective AI search optimization \\(AEO/GEO\\) should encompass prompt monitoring ・ precise entity positioning ・ a robust off\\-site presence in sources that LLMs deem c...\n\n[1] [Top 5 AEO / AISEO Agencies for Local Businesses \\(2026 Guide\\)](https://www.google.com/goto?url=CAESjQEB6zswFTcadvx8lewx93jb9Yjc9eIuHrLsjsQjLjyD0r-0zMoaLGgUgAVx-sZEUZZVoDCCaVcjLWg7eu9DkHq7f6fQqVTo0ZqwukSflfp9NrxrztkfzRHpS_sOjy367u6rwqdCvhteSjWUZaOzHej1TswKoiBtp63m35-7PMi_cGQy61fY5E2fCmlOUgc) — Posirank excels at implementing and scaling LocalBusiness, Service, and FAQ schema across location pages—helping AI models clearly understand who the business is,\n\n[2] [Who is the best Answer Engine Optimization \\(AEO\\) Agency in ...](https://www.google.com/goto?url=CAESmQEB6zswFTJZ9oidOG9PhWy2MPAGg9n4pPTVO2KnCMGdXRaLd5vWO9Zt2HcVJJ32Nkq8whSBgVi8LqlRmiQkMYRBvFhgHO2-XMEh0PHZ4mpit0jn7DQ9v96IYQf9YFYyDxx1LFB-NNWnj_g73NshwzLJ169IsOgDV7bWXs9DnPQfzxEVY1jXiPn4BZUW4Q11ZZXls4jhnw_zjqU) — any AEO agency is just an evolved SEO agency. Take a look at Growth Marketing Pro or Animalz. The category is \\~18 months old,\n\n[3] [9 Best AEO Services for Small Businesses \\(2026\\) \\- Thryv](https://www.google.com/goto?url=CAESYwHrOzAVf_XN8K--P7-evJx_jSXONjIU0ZqxFKF5n4earNTIRmJbaEqJdXnTaHF8uCiclqrdzo_TuTAUbcwklMcddoxY7oaY9LIkUjF238rV8cG2JvcFzsqPGgnrc-W62Vfwyg) — Thryv combines AEO, SEO, listings, reputation management, and done\\-for\\-you marketing support for local businesses.",
      "entities": [
        {
          "name": "Posirank",
          "sentiment": "positive",
          "reason": "Cited as a leading option for AEO infrastructure",
          "detected": true
        },
        {
          "name": "Thryv",
          "sentiment": "positive",
          "reason": "Highly recommended for small and local businesses",
          "detected": true
        },
        {
          "name": "Growth Marketing Pro",
          "sentiment": "positive",
          "reason": "Known for modern tactical AI visibility approaches",
          "detected": true
        }
      ],
      "citations": [
        "https://www.reddit.com/r/b2bmarketing/comments/1sd4vc5/best_geo_aeo_aio_agencies_for_local_businesses/",
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
        "https://www.reddit.com/r/SaaS/comments/1scwc2o/who_is_the_best_answer_engine_optimization_aeo/",
        "https://www.thryv.com/blog/aeo-services/"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "ai_mode",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Claude",
      "capturedAt": "2026-10-11T13:13:12.990Z",
      "answer": "Based on recent industry analyses, here are the best AEO (Answer Engine Optimization) agencies for local businesses:\n\n## Top AEO Agencies for Local Businesses\n\n### 1. **Sterling Sky**\n\nSterling Sky specializes in working with multi-location businesses looking to improve AI visibility in local-intent answers, making them ideal for \"best in city\" or \"near me\" queries\n.\n\n### 2. **Posirank**\n\nPosirank stands out as the most complete solution for local businesses looking to scale AEO efforts efficiently\n. \nThey excel at implementing LocalBusiness, Service, and FAQ schema across location pages\n.\n\n### 3. **The AEO Collective**\n\nThe AEO Collective is built specifically for ranking inside AI answers and focuses on getting businesses cited directly inside platforms like ChatGPT, Google Gemini, and Perplexity AI\n.\n\n### 4. **Whitespark**\n\nWhitespark is strongest on Google Business Profile and reviews\n, making them a solid choice for businesses focused on local visibility.\n\n### 5. **KailxLabs**\n\nKailxLabs leads with one operator per city per vertical and a 45 day cited or refunded guarantee\n, offering exclusivity protection so they won't work with your competitors in the same area.\n\n### Other Notable Agencies:\n- **Marcel Digital**: \nStrong for local and regional brands\n\n- **Wiideman Consulting Group**: \nTop choice for multi-location and ecommerce SEO positioning\n\n- **iPullRank**: Frequently mentioned for enterprise-level AEO programs\n\nThese agencies focus on getting local businesses featured in AI-powered search results from ChatGPT, Google's AI Overview, Perplexity, and other answer engines—which is increasingly important as users ask AI assistants for recommendations instead of scrolling through traditional search results.",
      "entities": [
        {
          "name": "Sterling Sky",
          "sentiment": "positive",
          "reason": "Specializes in improving AI visibility for multi-location businesses",
          "detected": true
        },
        {
          "name": "Posirank",
          "sentiment": "positive",
          "reason": "Presented as the most complete local AEO solution",
          "detected": true
        },
        {
          "name": "The AEO Collective",
          "sentiment": "positive",
          "reason": "Built specifically for ranking inside AI answers",
          "detected": true
        },
        {
          "name": "Whitespark",
          "sentiment": "positive",
          "reason": "Strong on Google Business Profiles and reviews",
          "detected": true
        },
        {
          "name": "KailxLabs",
          "sentiment": "positive",
          "reason": "Offers exclusivity and a cited-or-refunded guarantee",
          "detected": true
        },
        {
          "name": "Marcel Digital",
          "sentiment": "positive",
          "reason": "Described as strong for local and regional brands",
          "detected": true
        },
        {
          "name": "Wiideman Consulting Group",
          "sentiment": "positive",
          "reason": "Identified as a top multi-location and ecommerce choice",
          "detected": true
        },
        {
          "name": "iPullRank",
          "sentiment": "positive",
          "reason": "Frequently mentioned for enterprise-level AEO programs",
          "detected": true
        }
      ],
      "citations": [
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
        "https://www.jasonjkhoo.com/blog/top-aeo-agencies",
        "https://houseofmvps.com/best-aeo-agencies-for-local-business",
        "https://evolveinc.com/blog/top-aeo-ai-search-optimization-agencies-usa",
        "https://unifiedplatforms.com/blogs/aeo/top-answer-engine-optimization-aeo-agencies-united-states/",
        "https://rocketito.com/blog/best-aeo-agencies",
        "https://cairrot.com/blog/best-aeo-agencies/",
        "https://www.kellsolutions.com/top-aeo-agencies-in-los-angeles-to-increase-your-visibility-in-ai-search",
        "https://www.bluelinks.agency/seo/listicles/aeo-geo-agencies-for-local-services/"
      ],
      "provider": "anthropic",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "claude",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Perplexity",
      "capturedAt": "2026-10-11T13:13:18.857Z",
      "answer": "For most local businesses, the strongest shortlist is **Sterling Sky, Thrive Internet Marketing Agency, Searchbloom, Red Olive, and Arc Intermedia**. These agencies combine answer engine optimization (AEO) with the local SEO fundamentals that influence “near me” and location-based recommendations, including Google Business Profile, citations, reviews, structured content, and local authority.[1][2][3][4]\n\n| Agency | Best fit | Why consider it |\n|---|---|---|\n| **Sterling Sky** | Local SEO–led businesses | Especially strong for local-intent and “near me” searches; founded by prominent local SEO practitioner Joy Hawkins.[4] |\n| **Thrive Internet Marketing Agency** | Small, local, and multi-location service businesses | Combines traditional local SEO with AEO implementation and is specifically identified as a local-business option.[7][8] |\n| **Searchbloom** | Mid-market local brands | Offers a combined local SEO and AEO approach for U.S. local businesses.[2] |\n| **Red Olive** | Businesses needing broader online visibility | Focuses partly on off-site discussions and recommendation-oriented spaces where potential customers ask for providers.[3] |\n| **Arc Intermedia** | Retail, service, and local e-commerce brands | Works on localized queries and structured data for visibility in AI-powered shopping and search tools.[9] |\n\n### Best choice by business type\n\n- **Single-location professional service:** Sterling Sky or Thrive.\n- **Home services, medical, legal, or franchise business:** Thrive or Searchbloom.\n- **Retail or local e-commerce:** Arc Intermedia.\n- **Brand that needs third-party mentions and recommendations:** Red Olive.\n\nBefore hiring, require an agency to show:\n\n- How it will optimize and maintain your **Google Business Profile**.\n- A plan for reviews, local citations, service-area pages, FAQs, and structured data.\n- How it measures visibility in AI answers—not just website traffic.\n- Examples from businesses in your industry and geographic market.\n- Clear separation between AEO deliverables and ordinary SEO work.\n\nAEO should supplement—not replace—local SEO: local businesses generally benefit most from combining AI-search optimization with directory accuracy and a well-maintained Google Business Profile.[5]",
      "entities": [
        {
          "name": "Sterling Sky",
          "sentiment": "positive",
          "reason": "Recommended as especially strong for local-intent searches",
          "detected": true
        },
        {
          "name": "Thrive Internet Marketing Agency",
          "sentiment": "positive",
          "reason": "Recommended for local and multi-location businesses",
          "detected": true
        },
        {
          "name": "Searchbloom",
          "sentiment": "positive",
          "reason": "Offers a combined local SEO and AEO approach",
          "detected": true
        },
        {
          "name": "Red Olive",
          "sentiment": "positive",
          "reason": "Recommended for broader online visibility",
          "detected": true
        },
        {
          "name": "Arc Intermedia",
          "sentiment": "positive",
          "reason": "Recommended for retail and local e-commerce brands",
          "detected": true
        }
      ],
      "citations": [
        "https://cairrot.com/blog/best-aeo-agencies/",
        "https://houseofmvps.com/best-aeo-agencies-for-local-business",
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
        "https://www.magier.com/blog/top-aeo-agencies",
        "https://omnieclipse.ai/blog/best-aeo-agencies-united-states-2026",
        "https://www.ewrdigital.com/blog/best-aeo-geo-agencies-services",
        "https://sequencecommerce.com/best-aeo-agencies/",
        "https://www.singlegrain.com/aeo/top-14-aeo-agencies-in-2025/",
        "https://higoodie.com/blog/aeo-agencies/",
        "https://www.breakingb2b.com/blog/best-aeo-agency"
      ],
      "provider": "perplexity",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "perplexity",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "AI Overview",
      "capturedAt": "2026-10-11T13:14:19.264Z",
      "answer": "",
      "entities": [],
      "citations": [],
      "provider": "dataforseo",
      "providerTier": "l3",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "google_ai_overview",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Gemini",
      "capturedAt": "2026-10-11T13:14:33.925Z",
      "answer": "When choosing an AEO (Answer Engine Optimization) agency for a local business, it's important to find one that understands the nuances of local search and how AI-powered tools are changing the landscape. AEO builds upon traditional SEO, incorporating strategies to make your business visible in AI-generated answers and conversational search.\n\nHere are some of the best AEO agencies for local businesses:\n\n**Agencies specializing in Local AEO:**\n*   **Thryv:** This agency is highly recommended for local service businesses seeking managed AEO and SEO. They integrate AEO with essential local visibility fundamentals like listings, website content, and reputation management.\n*   **Posirank:** Known for its complete solution for local businesses, Posirank excels at implementing and scaling structured data (schema markup) for local entities, which is crucial for AI models to understand business information.\n*   **The AEO Collective:** This agency focuses on ranking within AI answers rather than just search engine results pages. They prioritize off-site influence, entity building, and prompt-level targeting, which are key for AI visibility.\n*   **Page Pros - Local SEO Agency:** This agency is listed among the top local SEO companies and is worth considering for their local expertise.\n*   **Sterling Sky:** Specializes in GBP-focused local SEO, which is a critical component for local visibility that also influences AEO.\n\n**Agencies with strong AEO and Local SEO capabilities:**\n*   **HawkSEM:** A full-service digital marketing agency that offers GEO (Generative Engine Optimization) and AEO services, either standalone or integrated with existing SEO work. They have a proprietary AI tracking tool to monitor AI visibility and prompt positions.\n*   **SmartSites:** This agency is highly rated for local SEO and provides a comprehensive approach that can be beneficial for AEO.\n*   **Funnel Boost Media:** Another top-rated agency for local SEO, indicating strong foundational knowledge for AEO.\n*   **Searchbloom:** This agency is recognized for both local SEO and broader digital marketing, making them a strong contender for integrated AEO strategies.\n*   **Victorious:** Listed among the top local SEO agencies, Victorious can provide the necessary groundwork for effective AEO.\n*   **Ignite Visibility:** A well-regarded agency for overall SEO and digital marketing that also offers AEO services.\n*   **WebFX:** Known for its comprehensive digital marketing services, including those that support AEO for local businesses.\n*   **Straight North:** Offers a range of digital marketing services, including SEO, which can be extended to AEO.\n*   **Marcel Digital:** Positions AEO as an extension of traditional SEO, offering services like technical evaluation, structured data, and answer-first content.\n*   **NoGood:** Offers a comprehensive AEO program that includes AI visibility audits, prompt research, content development, and technical AEO.\n\n**Other notable agencies to consider:**\n*   **Minuttia:** Specializes in Google and AI search strategy, human and AI content creation, and digital PR.\n*   **DeltaV Digital:** An SEO-driven growth agency that integrates organic search, paid media, and web development.\n*   **Coozmoo Digital Solutions, Elit-Web, NinjaPromo, SEO Brand:** These agencies are also highly rated for their local SEO services, which are foundational for AEO.\n\nWhen making your decision, compare providers based on local relevance, AEO capabilities, reporting, pricing, and realistic claims regarding AI visibility.",
      "entities": [
        {
          "name": "Thryv",
          "sentiment": "positive",
          "reason": "Highly recommended for managed local AEO and SEO",
          "detected": true
        },
        {
          "name": "Posirank",
          "sentiment": "positive",
          "reason": "Excels at structured data for local businesses",
          "detected": true
        },
        {
          "name": "The AEO Collective",
          "sentiment": "positive",
          "reason": "Focuses on ranking within AI-generated answers",
          "detected": true
        },
        {
          "name": "Page Pros - Local SEO Agency",
          "sentiment": "positive",
          "reason": "Listed among top local SEO companies",
          "detected": true
        },
        {
          "name": "Sterling Sky",
          "sentiment": "positive",
          "reason": "Specializes in GBP-focused local SEO",
          "detected": true
        },
        {
          "name": "HawkSEM",
          "sentiment": "positive",
          "reason": "Offers integrated GEO and AEO services",
          "detected": true
        },
        {
          "name": "SmartSites",
          "sentiment": "positive",
          "reason": "Highly rated for local SEO",
          "detected": true
        },
        {
          "name": "Funnel Boost Media",
          "sentiment": "positive",
          "reason": "Top-rated agency for local SEO",
          "detected": true
        },
        {
          "name": "Searchbloom",
          "sentiment": "positive",
          "reason": "Recognized for local SEO and digital marketing",
          "detected": true
        },
        {
          "name": "Victorious",
          "sentiment": "positive",
          "reason": "Listed among top local SEO agencies",
          "detected": true
        },
        {
          "name": "Ignite Visibility",
          "sentiment": "positive",
          "reason": "Well-regarded for SEO and digital marketing",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "positive",
          "reason": "Known for comprehensive digital marketing services",
          "detected": true
        },
        {
          "name": "Straight North",
          "sentiment": "neutral",
          "reason": "Offers digital marketing and SEO services",
          "detected": true
        },
        {
          "name": "Marcel Digital",
          "sentiment": "positive",
          "reason": "Offers technical AEO and answer-first content",
          "detected": true
        },
        {
          "name": "NoGood",
          "sentiment": "positive",
          "reason": "Offers a comprehensive AEO program",
          "detected": true
        },
        {
          "name": "Minuttia",
          "sentiment": "positive",
          "reason": "Specializes in Google and AI search strategy",
          "detected": true
        },
        {
          "name": "DeltaV Digital",
          "sentiment": "positive",
          "reason": "Integrates SEO, paid media, and web development",
          "detected": true
        },
        {
          "name": "Coozmoo Digital Solutions",
          "sentiment": "positive",
          "reason": "Highly rated for local SEO services",
          "detected": true
        },
        {
          "name": "Elit-Web",
          "sentiment": "positive",
          "reason": "Highly rated for local SEO services",
          "detected": true
        },
        {
          "name": "NinjaPromo",
          "sentiment": "positive",
          "reason": "Highly rated for local SEO services",
          "detected": true
        },
        {
          "name": "SEO Brand",
          "sentiment": "positive",
          "reason": "Highly rated for local SEO services",
          "detected": true
        }
      ],
      "citations": [
        "https://www.thryv.com/blog/aeo-services/",
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
        "https://clutch.co/seo-firms/local",
        "https://firstpagesage.com/seo-blog/the-best-local-seo-companies/",
        "https://minuttia.com/best-aeo-agencies/",
        "https://www.loopexdigital.com/blog/best-local-seo-companies",
        "https://www.thirdmarblemarketing.com/the-best-local-seo-agencies-for-small-businesses-that-actually-move-the-needle",
        "https://agencies.semrush.com/list/local-seo/united-states/"
      ],
      "provider": "google_genai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "gemini",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Grok",
      "capturedAt": "2026-10-11T13:14:52.883Z",
      "answer": "**AEO (Answer Engine Optimization)** optimizes businesses to appear in AI-generated answers from tools like ChatGPT, Perplexity, Gemini, Google AI Overviews, and similar platforms—especially for local queries such as “best plumber near me” or “recommend a dentist in [city].”[[1]](https://aeoengine.ai/blog/local-seo-vs-aeo-for-local-businesses)[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)\n\nIt builds on local SEO foundations (Google Business Profile optimization, consistent NAP/citations, reviews, entity signals) but adds AI-specific tactics like prompt testing, hyperlocal/content structuring for citation, schema/entity consistency, and monitoring AI mentions/recommendations.[[3]](https://beyaoshy.com/blog/seo-agency-or-geo-specialist-do-you-need-both)\n\nFor local businesses (e.g., home services, trades, professional services, healthcare, restaurants), the strongest agencies combine traditional local SEO strengths with AEO/GEO capabilities rather than generic or B2B/SaaS-focused firms.\n\n### Top AEO Agencies for Local Businesses (as of late 2026)\nHere are standout options based on multiple recent guides, comparisons, and tests emphasizing local focus, results in AI answers, transparency, and fit for small-to-mid-sized service businesses:\n\n- **KailxLabs** — Frequently ranked #1 for US local businesses. Exclusive (one business per city), performance-oriented with a money-back guarantee if your business isn’t named in relevant AI answers within 45 days. One-time fee around $4,995; focuses on driving calls/walk-ins rather than just rankings.[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)\n\n- **AEO Engine** — Strong specialist for local service businesses. Emphasizes prompt testing, citation tracking, entity audits, and integrating local SEO with AEO. Good for measurable visibility in AI answers tied to leads.[[4]](https://aeoengine.ai/blog/best-agency-for-local-service-business-aeo-vetting-guide-top-picks)[[5]](https://aeoengine.ai/blog/who-is-the-best-aeo-consultant-for-local-service-businesses-vetted-shortlist-hiring-guide)\n\n- **EVOIX** — Founder-led agency tailored for small/local service businesses. Transparent/published pricing, AI automation focus, and documented quick wins (e.g., ChatGPT citations shortly after implementation). Also handles related AI tools.[[6]](https://evoix.io/blog/best-aeo-agencies-for-small-business)\n\n- **Focus Digital** — Budget-accessible option for standard local trades and small/mid-sized businesses. Combines local SEO with agentic/answer engine work.[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)[[7]](https://firstpagesage.com/seo-blog/the-top-local-geo-agencies/)\n\n- **Searchbloom** — Blends local SEO with AEO/GEO. Often appears in agency comparison tests for local visibility; offers diagnostic tools and revenue-focused approaches.[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)[[8]](https://www.baadigi.com/compare/generative-engine-optimization-agencies)\n\n- **Marcel Digital** — Established integrated agency (since 2003) with strength in local/regional optimization now extended to AEO. Suitable for mid-market local and consumer brands.[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)\n\n- **First Page Sage** and **WebFX** — Larger or more established players frequently named in local GEO tests. First Page Sage excels at location-targeted content and citations; WebFX offers broad services with an AI platform (higher entry pricing, often $3k+/mo).[[8]](https://www.baadigi.com/compare/generative-engine-optimization-agencies)[[7]](https://firstpagesage.com/seo-blog/the-top-local-geo-agencies/)\n\n**Other notable mentions**:\n- **Whitespark** — Excellent for foundational local elements (GBP, citations, reviews) that feed AI answers.[[2]](https://houseofmvps.com/best-aeo-agencies-for-local-business)\n- **FIVESIXTEN**, **Magna**, **LocalMighty**, and **Market Disruptors** — Smaller or niche players built specifically for small/local service businesses, with audits, retainers, and entity/reputation focus.[[6]](https://evoix.io/blog/best-aeo-agencies-for-small-business)[[9]](https://www.lookelo.com/blog/best-ai-seo-agency-for-local-businesses-2026)\n- **Thrive** and **Funnel Boost Media** — Local/multi-location friendly with flexible terms.[[8]](https://www.baadigi.com/compare/generative-engine-optimization-agencies)\n\n### Quick Advice for Choosing\n- **Prioritize local expertise** — Look for agencies that test real local prompts, track citations in AI outputs, handle GBP/citations/reviews, and report on leads (calls, bookings) rather than just rankings or generic visibility scores.\n- **Verify claims** — Many lists are promotional; request case studies with before/after AI prompt results, client references, and proof of exclusivity or guarantees. Check independent reviews on Clutch, UpCity, or Google.\n- **Budget and fit** — Entry points range from one-time fees (~$5k) or low monthly retainers ($1.5k–$3k+) for smaller agencies to higher for full-service firms. Some offer free audits or visibility scores.\n- **Start with foundations** — Strong local SEO (especially GBP and consistency) is often a prerequisite before advanced AEO layering.[[3]](https://beyaoshy.com/blog/seo-agency-or-geo-specialist-do-you-need-both)\n\nResults can vary by location, competition, and execution speed (AI surfaces evolve quickly). Test a few with a pilot or audit, and consider combining a local specialist with your existing SEO provider if needed. For the latest, search recent comparisons or contact agencies directly for tailored proposals.",
      "entities": [
        {
          "name": "KailxLabs",
          "sentiment": "positive",
          "reason": "Frequently ranked #1 for US local businesses",
          "detected": true
        },
        {
          "name": "AEO Engine",
          "sentiment": "positive",
          "reason": "Strong specialist for local service businesses",
          "detected": true
        },
        {
          "name": "EVOIX",
          "sentiment": "positive",
          "reason": "Tailored for small and local service businesses",
          "detected": true
        },
        {
          "name": "Focus Digital",
          "sentiment": "positive",
          "reason": "Budget-accessible option for local businesses",
          "detected": true
        },
        {
          "name": "Searchbloom",
          "sentiment": "positive",
          "reason": "Blends local SEO with AEO/GEO capabilities",
          "detected": true
        },
        {
          "name": "Marcel Digital",
          "sentiment": "positive",
          "reason": "Established agency with local optimization strength",
          "detected": true
        },
        {
          "name": "First Page Sage",
          "sentiment": "positive",
          "reason": "Excels at location-targeted content and citations",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "positive",
          "reason": "Offers broad services and an AI platform",
          "detected": true
        },
        {
          "name": "Whitespark",
          "sentiment": "positive",
          "reason": "Excellent for foundational local SEO elements",
          "detected": true
        },
        {
          "name": "FIVESIXTEN",
          "sentiment": "neutral",
          "reason": "Mentioned as a niche local service player",
          "detected": true
        },
        {
          "name": "Magna",
          "sentiment": "neutral",
          "reason": "Mentioned as a niche local service player",
          "detected": true
        },
        {
          "name": "LocalMighty",
          "sentiment": "neutral",
          "reason": "Mentioned as a niche local service player",
          "detected": true
        },
        {
          "name": "Market Disruptors",
          "sentiment": "neutral",
          "reason": "Mentioned as a niche local service player",
          "detected": true
        },
        {
          "name": "Thrive",
          "sentiment": "positive",
          "reason": "Local and multi-location friendly with flexible terms",
          "detected": true
        },
        {
          "name": "Funnel Boost Media",
          "sentiment": "positive",
          "reason": "Local and multi-location friendly with flexible terms",
          "detected": true
        }
      ],
      "citations": [
        "https://aeoengine.ai/blog/local-seo-vs-aeo-for-local-businesses",
        "https://houseofmvps.com/best-aeo-agencies-for-local-business",
        "https://beyaoshy.com/blog/seo-agency-or-geo-specialist-do-you-need-both",
        "https://aeoengine.ai/blog/best-agency-for-local-service-business-aeo-vetting-guide-top-picks",
        "https://aeoengine.ai/blog/who-is-the-best-aeo-consultant-for-local-service-businesses-vetted-shortlist-hiring-guide",
        "https://evoix.io/blog/best-aeo-agencies-for-small-business",
        "https://firstpagesage.com/seo-blog/the-top-local-geo-agencies/",
        "https://www.baadigi.com/compare/generative-engine-optimization-agencies",
        "https://www.lookelo.com/blog/best-ai-seo-agency-for-local-businesses-2026"
      ],
      "provider": "xai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "grok",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Copilot",
      "capturedAt": "2026-10-11T13:15:23.931Z",
      "answer": "The strongest AEO‑specialized option in San Diego is Click Track Marketing, with additional strong SEO/visibility partners like Mesa West Marketing Partners, Acute SEO, and several local marketing agencies depending on your needs.\n\nAEO (Answer Engine Optimization) is a newer discipline, and only one agency in the supplied results explicitly specializes in it: Click Track Marketing. Other agencies offer SEO, digital growth, or advertising services that support visibility but are not AEO‑specific.\n\n## ✅ AEO‑Specialized Agency (Direct Match)\n\n## Click Track Marketing — Documented AEO Leader\n\n- Why it stands out: Only San Diego agency with a documented case of getting a client to #1 in ChatGPT within 60 days.\n- AEO capabilities:\n  - Multi‑platform optimization (ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude) 1\n  - Deep structured data implementation (Organization, LocalBusiness, FAQPage, Person, etc.) 1\n  - Entity optimization and AI citation monitoring\n  - Combined SEO + AEO strategy for dual visibility\n- Proof: Their client Steve Root became the #1 ChatGPT‑recommended Allstate agent in Baton Rouge in 60 days 1 .\n- Best for: Local businesses that want to appear in AI answers, not just search rankings.\n\n## ✅ Strong SEO & Digital Growth Agencies (AEO‑Adjacent)\n\nThese agencies do not explicitly offer AEO but provide SEO, brand strategy, or technical optimization that supports AI visibility.\n\n## Mesa West Marketing Partners — Brand‑Led SEO & AI‑Aware Strategy\n\n- Focuses on brand authority, integrated digital execution, and AI‑informed content strategy.\n- Strong for businesses needing strategic growth, not just SEO tasks.\n- Best for: Local businesses wanting a long‑term, brand‑driven visibility program.\n\n## Acute SEO — Technical SEO Specialists\n\n- Deep expertise in crawlability, structured data gaps, and site performance.\n- While not AEO‑specific, their technical foundation supports AI engines’ ability to parse and cite content.\n- Best for: Businesses with technical SEO issues limiting visibility.\n\n## Bastion Agency — Full‑Service Global Marketing\n\n- Broad capabilities: PR, creative, digital, social.\n- Not AEO‑focused, but strong for enterprise‑level visibility and multi‑market coordination.\n- Best for: Larger companies needing integrated marketing across channels.\n\n## Amsive — Data‑Driven Performance Marketing\n\n- Strong analytics, audience segmentation, and cross‑channel attribution.\n- Not AEO‑specific but excellent for businesses needing measurable performance at scale.\n- Best for: Enterprise or high‑budget local businesses.\n\n## ProductLed — Training, Not Agency Services\n\n- Not an AEO or SEO agency; provides PLG (Product‑Led Growth) training.\n- Best for: SaaS companies wanting internal growth frameworks.\n\n## ✅ Local Marketing Agencies (General SEO/Advertising)\n\nThese agencies appear in the local results and offer marketing/SEO services but are not AEO‑specialized:\n\n- 2POINT Agency — Marketing agency in San Diego 1\n- Ignite Visibility — Business advertising agency 1\n- iLawyer Marketing — Business advertising, niche legal focus 1\n- WPDriven — Business advertising 1\n- Saba SEO — Business advertising/SEO 1\n\nThese can support local SEO and visibility but do not provide AEO‑specific methodologies.\n\n## 🧭 How to Choose the Right AEO Partner\n\nAsk each agency:\n\n- Can you show documented AI citations (ChatGPT, Google AI Overviews, Perplexity)?\n- Do you implement structured data beyond basic SEO schema?\n- Do you optimize for entity authority and AI‑readable content?\n- How do you measure AI‑sourced leads and visibility?\n\nOnly Click Track Marketing provides documented AEO results in the supplied data.\n\n## ✅ Recommendation Summary\n\nWould you like a shortlist tailored to your industry (e.g., legal, home services, healthcare, real estate)?",
      "entities": [
        {
          "name": "Click Track Marketing",
          "sentiment": "positive",
          "reason": "Presented as the strongest documented AEO specialist",
          "detected": true
        },
        {
          "name": "Mesa West Marketing Partners",
          "sentiment": "positive",
          "reason": "Described as a strong brand-led SEO partner",
          "detected": true
        },
        {
          "name": "Acute SEO",
          "sentiment": "positive",
          "reason": "Praised for technical SEO expertise",
          "detected": true
        },
        {
          "name": "Bastion Agency",
          "sentiment": "positive",
          "reason": "Described as strong for integrated marketing",
          "detected": true
        },
        {
          "name": "Amsive",
          "sentiment": "positive",
          "reason": "Called excellent for measurable performance",
          "detected": true
        },
        {
          "name": "ProductLed",
          "sentiment": "neutral",
          "reason": "Listed as training rather than agency services",
          "detected": true
        },
        {
          "name": "2POINT Agency",
          "sentiment": "neutral",
          "reason": "Listed as a general local marketing agency",
          "detected": true
        },
        {
          "name": "Ignite Visibility",
          "sentiment": "neutral",
          "reason": "Listed as a business advertising agency",
          "detected": true
        },
        {
          "name": "iLawyer Marketing",
          "sentiment": "neutral",
          "reason": "Listed as a niche legal advertising agency",
          "detected": true
        },
        {
          "name": "WPDriven",
          "sentiment": "neutral",
          "reason": "Listed as a business advertising provider",
          "detected": true
        },
        {
          "name": "Saba SEO",
          "sentiment": "neutral",
          "reason": "Listed as a general SEO and advertising provider",
          "detected": true
        }
      ],
      "citations": [
        "https://evoix.io/blog/best-aeo-agency-for-local-service-businesses",
        "https://jbldigitalmarketing.co/best-top-10/top-10-best-answer-engine-optimization-aeo-companies-in-san-diego-county-california/",
        "https://www.mesawestmarketing.com/post/the-top-5-seo-agencies-in-san-diego-and-las-vegas-2026-guide",
        "https://www.clicktrackmarketing.com/best-aeo-agency-san-diego",
        "https://lengreo.com/usa-san-diego-aeo-geo-llmo-companies/",
        "https://www.thryv.com/blog/aeo-services/",
        "https://www.aimarketprooc.com/seo-aeo-geo",
        "https://sandiegoaimarketing.com/seo-aeo-local",
        "https://brandliftdigital.com/answer-engine-optimization-services/",
        "https://www.goodfirms.co/seo-agencies/san-diego",
        "https://otechworld.com/best-aeo-agencies-in-2026-6-agencies-compared/",
        "https://www.linkedin.com/pulse/12-best-seo-agencies-small-businesses-california-2026-webxtalk-bqpzc",
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "copilot",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Brave AI",
      "capturedAt": "2026-10-11T13:15:29.706Z",
      "answer": "**KailxLabs** is widely considered the top AEO agency for local businesses in 2026, offering an exclusive model with one operator per city and a 45-day \"cited or refunded\" guarantee. **Whitespark** is the leading alternative for local businesses prioritizing **Google Business Profile** optimization and citation building, while **Focus Digital** is recommended for standard local trades like HVAC or plumbing on a tighter budget.\n\nOther notable agencies include **Marcel Digital** for local and regional brands needing integrated digital services, and **EVOIX** for small businesses seeking founder-led, transparently priced work. **Posirank** is also highlighted as a top overall solution for scaling AEO through structured data and schema markup.\n\n*   **KailxLabs**: Best for premium local services (law, dentistry) wanting guaranteed AI visibility; **$4,995** one-time build.\n*   **Whitespark**: Best for local search foundations, specifically **Google Business Profile** and citations.\n*   **Focus Digital**: Best for small local trades (HVAC, pest control) on a monthly retainer.\n*   **EVOIX**: Best for local/service SMBs requiring founder-led execution and rapid AI citation results.\n*   **Posirank**: Best for comprehensive local entity dominance via schema markup and structured data.",
      "entities": [
        {
          "name": "KailxLabs",
          "sentiment": "positive",
          "reason": "Called the top AEO agency with a guarantee",
          "detected": true
        },
        {
          "name": "Whitespark",
          "sentiment": "positive",
          "reason": "Called the leading alternative for local optimization",
          "detected": true
        },
        {
          "name": "Focus Digital",
          "sentiment": "positive",
          "reason": "Recommended for trades on a tighter budget",
          "detected": true
        },
        {
          "name": "Marcel Digital",
          "sentiment": "positive",
          "reason": "Noted for integrated digital services",
          "detected": true
        },
        {
          "name": "EVOIX",
          "sentiment": "positive",
          "reason": "Recommended for founder-led, transparent work",
          "detected": true
        },
        {
          "name": "Posirank",
          "sentiment": "positive",
          "reason": "Highlighted as a top overall AEO solution",
          "detected": true
        }
      ],
      "citations": [
        "https://houseofmvps.com/best-aeo-agencies-for-local-business",
        "https://posirank.com/blog/top-5-aeo-aiseo-agencies-for-local-businesses-2026-guide",
        "https://evoix.io/blog/best-aeo-agencies-for-small-business"
      ],
      "provider": "brave",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "brave_ai",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "DeepSeek",
      "capturedAt": "2026-10-11T13:16:04.073Z",
      "answer": "By AEO, I’m assuming you mean **Answer Engine Optimization**—optimizing a local business so it shows up in AI-generated answers, voice assistants, featured snippets, People Also Ask, Google AI Overviews, and chat/search tools like ChatGPT, Perplexity, and Gemini. It overlaps heavily with local SEO, but it adds a focus on entities, structured data, conversational content, and how AI systems summarize and cite businesses.\n\nThere isn’t an authoritative ranking of the “best” AEO agencies for local businesses, partly because the category is still new and partly because “best” depends on your city, industry, budget, and competition. An agency that gets great results for a dentist in Toronto may be a poor fit for a plumber in Phoenix. So the more useful answer is not a top-10 list; it’s how to spot agencies that are genuinely credible at local AEO.\n\nA strong local AEO agency should first be excellent at local-search fundamentals: Google Business Profile optimization, review generation, local citations, service-area and location pages, local link building, schema markup, and tracking calls, direction requests, form fills, and revenue. On top of that, it should understand answer-engine mechanics: entity-based SEO, structured data, concise Q&A content, authoritative brand mentions, and monitoring how AI systems describe and cite your business. If an agency only talks about keywords and backlinks, it’s not really doing AEO. If it promises guaranteed placement inside ChatGPT or AI Overviews, be skeptical.\n\nIf you want names to start researching, I’d look at firms with deep local-search credibility, such as Sterling Sky or Whitespark, and larger SEO agencies that have built AEO/AI-search services, such as WebFX or Neil Patel Digital. Treat those as starting points, not endorsements—vet them against recent local AEO case studies. Platforms like Yext or Uberall can help with listings and local data, but they aren’t full-service AEO agencies in the strategic sense.\n\nThe best next step is to ask two or three shortlisted agencies for a local AEO audit: how they’d improve your Google Business Profile, structured data, location pages, reviews, and entity signals; how they’d measure AI-answer visibility; and what results they’ve gotten for a business like yours in a comparable market. The agency that can answer those specifics clearly is likely a better fit than whoever claims to be “the best” in general.",
      "entities": [
        {
          "name": "Sterling Sky",
          "sentiment": "positive",
          "reason": "Suggested as a credible local-search firm to research",
          "detected": true
        },
        {
          "name": "Whitespark",
          "sentiment": "positive",
          "reason": "Suggested as a credible local-search firm to research",
          "detected": true
        },
        {
          "name": "WebFX",
          "sentiment": "positive",
          "reason": "Mentioned as having AEO and AI-search services",
          "detected": true
        },
        {
          "name": "Neil Patel Digital",
          "sentiment": "positive",
          "reason": "Mentioned as having AEO and AI-search services",
          "detected": true
        },
        {
          "name": "Yext",
          "sentiment": "neutral",
          "reason": "Listed as a local listings platform, not full-service agency",
          "detected": true
        },
        {
          "name": "Uberall",
          "sentiment": "neutral",
          "reason": "Listed as a local data platform, not full-service agency",
          "detected": true
        }
      ],
      "citations": [],
      "provider": "unknown",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "deepseek",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    },
    {
      "platform": "Meta AI",
      "capturedAt": "2026-10-11T13:16:31.395Z",
      "answer": "For local businesses, AEO - Answer Engine Optimization - is about being the answer that AI gives.\n\n> AEO is the process of making your brand, site, and content the most accessible, trustworthy, and machine-legible source for AI models when they generate answers.\n\nPrompt Insider names **Thrive Internet Marketing Agency - Best Overall AEO Agency** for 2026, but for **local** specifically, these agencies are repeatedly ranked as best for \"near me\" and voice search:\n\n### 1. ESP Inspire - Best for Full-Stack Local AEO\nThe most complete option for small and local service companies.\n\n*   **Best For:** Businesses needing AEO, GEO, SEO, local SEO, and website implementation\n*   **Fit:** Small and mid-sized businesses, local service companies, SaaS, ecommerce, and professional services\n*   **Why for local:** They integrate technical execution + strategy, including Google Business Profile, schema, local citations and AI visibility tracking - the core AEO jobs of entity building and structured data.\n\n### 2. BlakSheep Creative - Best for Voice & \"Near Me\" Search\nThe #1 pure local specialist in most 2026 lists.\n\n*   **Best For:** Local Businesses | Specialty: Voice Search & Schema\n*   **What they do:** Specializes in optimizing content for voice search and zero-click results\n*   **Approach:** Offers a tactical approach specifically designed to help businesses dominate local and voice search results\n*   **Ideal client:** Local Service Providers needing to capture near me voice searches and dominate the Local Pack\n*   **Entry price:** $1,500/mo, 4.8/5 stars\n*   **Location:** Baton Rouge / Denham Springs, LA serving US-wide\n\n### 3. Funnel Boost Media\nBuilt for local lead generation.\n\n*   Specializing in **local and regional search optimization**. Their team helps small and medium-sized businesses dominate “near me” and voice-based search queries\n\n### 4. 51Blocks - Best for Agencies and SMBs Needing Scalable Local AEO\n\n*   Listed as **White Label AEO | Scaleable Local AEO**\n*   **Industries:** SMB, Agencies, Local B2B\n*   Also offers comprehensive services from technical optimizations to content restructuring\n*   Entry: $2,000/mo\n\n### 5. Digital Landscope (UK)\n*   **Digital Landscope — best for Scottish businesses and local AEO**\n*   Strong regional AEO positioning with a focus on ChatGPT Search and Google AI Mode, operates aeoagency.co.uk\n\n### 6. D'Genius Solutions (Dubai / International)\n*   **Core Strength:** AEO plus schema and LLM SEO\n*   **Best For:** Local service businesses\n\n### 7. Local Heroes Agency & Ignite Visibility - Best for Multi-Location\n*   **Local Heroes Agency** programme combines Google Business Profile management, local SEO, citation building, review growth strategy, and Answer Engine Optimisation into a single service for trades/home services.\n*   **Ignite Visibility** is noted for **Scalable local SEO for multi-location brands**\n\n### What a real Local AEO program should include\n\nFor local businesses, buyers moved from \"plumber near me\" links to asking AI directly. A serious agency covers:\n\n1.  **Entity building.** Making sure AI systems understand what your company is, what it sells, and where it operates\n2.  Content structure that answers questions near the top\n3.  Schema: FAQPage, LocalBusiness, Organization\n4.  Third-party signals: directories, reviews, citations\n5.  Citation tracking across ChatGPT, Perplexity, Gemini, Google AI Overviews\n\nIf you are a single-location service business (plumber, dentist, pest control, law firm), start with **BlakSheep or ESP Inspire**. If you are multi-location or an agency reselling to local clients, look at **51Blocks and Ignite Visibility**. If you are UK-based local, **Digital Landscope** is purpose-built for that.",
      "entities": [
        {
          "name": "Thrive Internet Marketing Agency",
          "sentiment": "positive",
          "reason": "Named Best Overall AEO Agency",
          "detected": true
        },
        {
          "name": "ESP Inspire",
          "sentiment": "positive",
          "reason": "Recommended as complete local AEO option",
          "detected": true
        },
        {
          "name": "BlakSheep Creative",
          "sentiment": "positive",
          "reason": "Ranked top local voice search specialist",
          "detected": true
        },
        {
          "name": "Funnel Boost Media",
          "sentiment": "positive",
          "reason": "Positioned for local lead generation",
          "detected": true
        },
        {
          "name": "51Blocks",
          "sentiment": "positive",
          "reason": "Recommended for scalable local AEO",
          "detected": true
        },
        {
          "name": "Digital Landscope",
          "sentiment": "positive",
          "reason": "Recommended for Scottish local AEO",
          "detected": true
        },
        {
          "name": "D'Genius Solutions",
          "sentiment": "neutral",
          "reason": "Listed for local AEO services",
          "detected": true
        },
        {
          "name": "Local Heroes Agency",
          "sentiment": "positive",
          "reason": "Recommended for multi-location home services",
          "detected": true
        },
        {
          "name": "Ignite Visibility",
          "sentiment": "positive",
          "reason": "Recommended for scalable multi-location SEO",
          "detected": true
        }
      ],
      "citations": [
        "https://alexbirkett.com/answer-engine-optimization-agencies/",
        "https://www.espinspire.com/blog/best-aeo-agencies/",
        "https://www.helloroketto.com/articles/answer-engine-optimization",
        "https://castle.co.uk/geo/the-top-10-geo-aeo-ai-seo-agencies/",
        "https://macraes.com/10-best-answer-engine-optimization-aeo-agencies-in-the-usa/"
      ],
      "provider": "meta",
      "providerTier": "l1",
      "provenance": {
        "sheet": "Rankability MCP exact-run snapshot",
        "platform": "meta",
        "row": 1,
        "retrievedAt": "2026-10-11"
      }
    }
  ],
  "sourceSnapshot": "rankability-tracker-final-three-2026-10-11.json",
  "retrievedAt": "2026-10-11",
  "sourceDescription": "Rankability MCP; separate exact October 11 runs, 10 usable answers and one failed Google AI Overview record per topic",
  "captureLimitations": {
    "unavailablePlatforms": [
      "AI Overview"
    ],
    "note": "Google AI Overview failed in this run and supplied no answer, agency labels, or citations. Its column is marked unavailable, not absent. The other 10 platforms supplied usable answers. Coverage percentages retain the 11 configured-platform denominator for consistency with the cluster; a failed capture cannot establish whether an agency was recommended.",
    "denominator": 11
  }
}
