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      "capturedTitle": "7 Best AEO Agencies in 2026: Compared and Ranked",
      "platforms": [
        "Copilot"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "All citations",
        "row": 1085
      }
    },
    {
      "url": "https://vertodigital.com/services/inbound/b2b-seo-and-aeo",
      "domain": "vertodigital.com",
      "title": "B2B SEO & AEO Agency | Built for Google and AI Search",
      "capturedTitle": "B2B SEO & AEO Agency | Built for Google and AI Search",
      "platforms": [
        "DeepSeek"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "All citations",
        "row": 1068
      }
    },
    {
      "url": "https://xql.group/blog/best-b2b-aeo-agencies",
      "domain": "xql.group",
      "title": "Best AEO/GEO Agencies for B2B Tech (2026) — XQL Group",
      "capturedTitle": "Best AEO/GEO Agencies for B2B Tech (2026) — XQL Group",
      "platforms": [
        "ChatGPT"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "All citations",
        "row": 1035
      }
    },
    {
      "url": "https://yesoptimist.com/best-aeo-agencies",
      "domain": "yesoptimist.com",
      "title": "best aeo agencies",
      "capturedTitle": null,
      "platforms": [
        "Brave AI"
      ],
      "platformCount": 1,
      "restoredFromAnswer": false,
      "provenance": {
        "sheet": "All citations",
        "row": 1076
      }
    }
  ],
  "ownRoundups": [
    {
      "agency": "Omniscient Digital",
      "citedPlatforms": [
        "Gemini",
        "Perplexity",
        "Meta AI",
        "Brave AI"
      ],
      "alsoNamedPlatforms": [
        "Gemini",
        "Perplexity",
        "Meta AI",
        "Brave AI"
      ],
      "pages": [
        "https://beomniscient.com/blog/aeo-agency"
      ]
    },
    {
      "agency": "First Page Sage",
      "citedPlatforms": [
        "Perplexity",
        "Grok",
        "Meta AI",
        "DeepSeek",
        "Brave AI"
      ],
      "alsoNamedPlatforms": [
        "Perplexity",
        "Grok",
        "Meta AI",
        "DeepSeek",
        "Brave AI"
      ],
      "pages": [
        "https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies",
        "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies"
      ]
    },
    {
      "agency": "Animalz",
      "citedPlatforms": [
        "Perplexity"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://animalz.co/blog/best-aeo-agencies"
      ]
    },
    {
      "agency": "Optimist",
      "citedPlatforms": [
        "Brave AI"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://yesoptimist.com/best-aeo-agencies"
      ]
    },
    {
      "agency": "Breaking B2B",
      "citedPlatforms": [
        "Perplexity",
        "Claude",
        "Copilot",
        "Grok",
        "Brave AI"
      ],
      "alsoNamedPlatforms": [
        "Grok",
        "Brave AI"
      ],
      "pages": [
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://breakingb2b.com/blog/best-aeo-agency"
      ]
    },
    {
      "agency": "NoGood",
      "citedPlatforms": [
        "Perplexity"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://nogood.io/blog/best-answer-engine-optimization-agencies"
      ]
    },
    {
      "agency": "Discovered Labs",
      "citedPlatforms": [
        "Perplexity",
        "Claude"
      ],
      "alsoNamedPlatforms": [
        "Claude"
      ],
      "pages": [
        "https://discoveredlabs.com/blog/6-best-aeo-agencies-for-b2b-saas-companies-2026-ranked"
      ]
    },
    {
      "agency": "Omnius",
      "citedPlatforms": [
        "DeepSeek"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://omnius.so/blog/best-answer-engine-optimization-agencies"
      ]
    },
    {
      "agency": "Blend",
      "citedPlatforms": [
        "ChatGPT",
        "Perplexity",
        "Copilot",
        "Grok"
      ],
      "alsoNamedPlatforms": [
        "Copilot",
        "Grok"
      ],
      "pages": [
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-companies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-technology-companies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-saas-companies"
      ]
    },
    {
      "agency": "TripleDart",
      "citedPlatforms": [
        "Perplexity"
      ],
      "alsoNamedPlatforms": [
        "Perplexity"
      ],
      "pages": [
        "https://tripledart.com/blog/best-aeo-agencies"
      ]
    },
    {
      "agency": "DerivateX",
      "citedPlatforms": [
        "Claude",
        "Copilot"
      ],
      "alsoNamedPlatforms": [
        "Copilot"
      ],
      "pages": [
        "https://derivatex.agency/blog/best-aeo-agencies-for-b2b-saas",
        "https://derivatex.agency/blog/best-aeo-agencies-usa"
      ]
    },
    {
      "agency": "Obility",
      "citedPlatforms": [
        "Gemini"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://obilityb2b.com/blog/top-generative-engine-optimization-geo-agencies-for-b2b-marketing"
      ]
    },
    {
      "agency": "Sequence Commerce",
      "citedPlatforms": [
        "ChatGPT",
        "Gemini",
        "Claude"
      ],
      "alsoNamedPlatforms": [
        "Gemini"
      ],
      "pages": [
        "https://sequencecommerce.com/best-geo-aeo-agencies-for-b2b-saas",
        "https://sequencecommerce.com/best-aeo-agencies"
      ]
    },
    {
      "agency": "Single Grain",
      "citedPlatforms": [
        "Perplexity"
      ],
      "alsoNamedPlatforms": [],
      "pages": [
        "https://singlegrain.com/aeo/top-14-aeo-agencies-in-2025"
      ]
    }
  ],
  "excludedEntities": [
    {
      "name": "Unreal Digital Group",
      "canonicalName": "Unreal Digital Group",
      "platform": "AI Mode",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recognized as a top choice for B2B",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 3
      }
    },
    {
      "name": "Arobis AI",
      "canonicalName": "Arobis AI",
      "platform": "AI Overview",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended for B2B SaaS demand generation",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 4
      }
    },
    {
      "name": "Smartling",
      "canonicalName": "Smartling",
      "platform": "Claude",
      "reason": "Translation software/client example",
      "entityReason": "Named in an agency results example",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 7
      }
    },
    {
      "name": "B2B Engine",
      "canonicalName": "B2B Engine",
      "platform": "Copilot",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Mentioned for buyer-prompt research",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "name": "Distinctly",
      "canonicalName": "Distinctly",
      "platform": "Copilot",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended for AEO and PR authority",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "name": "Growleads",
      "canonicalName": "Growleads",
      "platform": "Copilot",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Positioned as a leading revenue-focused agency",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "name": "Growth Marketing Pro",
      "canonicalName": "Growth Marketing Pro",
      "platform": "Copilot",
      "reason": "Marketing publication",
      "entityReason": "Recommended for fast experimentation",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "name": "The Starr Conspiracy",
      "canonicalName": "The Starr Conspiracy",
      "platform": "Copilot",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Recommended for positioning and messaging integration",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "name": "Algomindz",
      "canonicalName": "Algomindz",
      "platform": "DeepSeek",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Listed among AEO roundup agencies",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 9
      }
    },
    {
      "name": "Verto Digital",
      "canonicalName": "Verto Digital",
      "platform": "DeepSeek",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Highlighted for B2B SEO and AEO",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 9
      }
    },
    {
      "name": "Atomic AGI",
      "canonicalName": "Atomic AGI",
      "platform": "Gemini",
      "reason": "Software",
      "entityReason": "Mentioned as Omnius's proprietary visibility tool.",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 10
      }
    },
    {
      "name": "Digital Landscope",
      "canonicalName": "Digital Landscope",
      "platform": "Gemini",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Listed among the best B2B AEO agencies.",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 10
      }
    },
    {
      "name": "Online Optimism",
      "canonicalName": "Online Optimism",
      "platform": "Gemini",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Listed among the best AEO agencies.",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 10
      }
    },
    {
      "name": "Slate",
      "canonicalName": "Slate",
      "platform": "Gemini",
      "reason": "Agency identity not confirmed; excluded from the published roster, retained for review.",
      "entityReason": "Mentioned as TripleDart's proprietary platform.",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 10
      }
    },
    {
      "name": "Rankability",
      "canonicalName": "Rankability",
      "platform": "Meta AI",
      "reason": "Study publisher and software, not an agency. Some entity records explicitly say the brand was not mentioned.",
      "entityReason": "Target brand appears in configured context but not answer text",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 12
      }
    },
    {
      "name": "Traqer AI",
      "canonicalName": "Traqer AI",
      "platform": "Meta AI",
      "reason": "Software",
      "entityReason": "Mentioned as an included tracking tool",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 12
      }
    }
  ],
  "aliases": {
    "Directive": [
      "Directive",
      "Directive Consulting"
    ],
    "Omniscient Digital": [
      "Omniscient",
      "Omniscient Digital"
    ]
  },
  "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/"
  },
  "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"
  },
  "answers": [
    {
      "platform": "AI Mode",
      "capturedAt": "2026-10-03T11:01:30.050000Z",
      "answer": "Unreal Digital Group, Optimist, and Directive Consulting lead the market for B2B Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO). [0] [1] [2]\n\nAs search shifts from traditional keyword ranking to being cited inside LLMs like ChatGPT, Perplexity, and Google AI Overviews, specialized agencies focus on structured data, brand entity authority, and information gain rather than standard volume metrics. [2] [3]\n\nTop B2B AEO Agencies\n\n• Unreal Digital Group: Widely recognized as a top choice for B2B because they integrate demand generation with entity trust building, ensuring brands are cited and understood across multi-platform AI answers. [2]\n• Optimist: Known for a content-led growth approach, focusing heavily on deep thought-leadership and authoritative positioning that AI search engines parse and reference. [0]\n• Directive Consulting: Best suited for enterprise B2B and SaaS brands, aligning full-funnel paid and organic search strategies with modern AI-driven discovery models. [1]\n• Omnius: A specialized London-based agency focusing exclusively on technical B2B SaaS visibility, entity mapping, and structured information retrieval. [0]\n• Quoleady: A remote content marketing agency specializing in organic traffic and contextual visibility for B2B tech and software companies. [0]\n\nKey Criteria for Evaluating an AEO Partner\n\n• Entity Optimization vs. Keywords: Ensure the agency optimizes for brand entities, knowledge graphs, and semantic markup rather than just traditional keyword volume.\n• Multi-Platform Tracking: Verify that they track visibility across ChatGPT, Perplexity, Gemini, and Google AI Overviews rather than just Google search result pages.\n• B2B Funnel Alignment: Look for experience translating complex technical product offerings into clear, citable data structures that appeal to enterprise buyers. [2] [3]\n\nIf you can share your company's industry, average deal size, or monthly marketing budget, I can help narrow down which of these agencies fits your growth stage.\n\nReferences\n\n[0] The Best AEO Agencies for B2B Companies | Online Optimism — Six agencies with proven AEO experience can help B2B companies earn. Optimist is a B2B content marketing and AEO agency founded in 2016 by Tyler Hakes. Online Opti...\n\n[1] 9 Best B2B SaaS AISEO / AEO Agencies — 1. Posirank 2. The AEO Collective. Agency AEO 4. GreenBanana SEO 5. Percepture 6. Marcel Digital — Best for Technical SaaS AEO 7. Directive Consulting — Best for E...\n\n[2] What is the best AEO agency for B2B? — Visibility isn't just about ranking anymore. It's about being understood, reused, and trusted inside AI-generated answers from platforms like ChatGPT, Google AI Ov...\n\n[3] Best GEO & AEO Agencies in 2026: Top 7 B2B Picks for the USA — They take a very analytical approach to content, focusing on business outcomes rather than just traffic. rooted in keyword research and traditional ranking factors...",
      "entities": [
        {
          "name": "Directive Consulting",
          "sentiment": "Positive",
          "reason": "Recommended for enterprise B2B and SaaS"
        },
        {
          "name": "Omnius",
          "sentiment": "Positive",
          "reason": "Specialized in technical B2B SaaS visibility"
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Praised for authoritative content-led growth"
        },
        {
          "name": "Quoleady",
          "sentiment": "Positive",
          "reason": "Specializes in B2B tech content marketing"
        },
        {
          "name": "Unreal Digital Group",
          "sentiment": "Positive",
          "reason": "Recognized as a top choice for B2B"
        }
      ],
      "citations": [
        "https://onlineoptimism.com/learn/the-best-aeo-agencies-for-b2b-companies",
        "https://posirank.com/blog/9-best-b2b-saas-aiseo-aeo-agencies",
        "https://unrealdigitalgroup.com/blog/best-answer-engine-optimization-agency-b2b",
        "https://thesmarketers.com/blogs/best-geo-aeo-agencies-in-usa-2026"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 3
      }
    },
    {
      "platform": "AI Overview",
      "capturedAt": "2026-10-03T11:16:43.993000Z",
      "answer": "Top Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) agencies for B2B optimize your brand to get cited and recommended by AI platforms like ChatGPT, Perplexity, Claude, Google AI Overviews, and Gemini .\n\nTop B2B AEO/GEO Agencies\n\n• Obility Obility\n  • Best for: Complex enterprise technology sales cycles and revenue attribution.\n  • Focus: Builds GEO directly into SEO frameworks, monitors brand/competitor LLM presence, deploys schema markup for AI search engines, and tracks non-traditional KPIs.\n• Arobis AI Arobis AI\n  • Best for: B2B SaaS demand generation.\n  • Focus: Exclusively serves B2B SaaS to increase recommendation frequency across ChatGPT, Gemini, Claude, Perplexity, and Copilot.\n  • Pricing: Starts at $2,500/month (Foundation) and $5,000/month (AI Search Growth) .\n• NoGood NoGood\n  • Best for: Funded startups and growth teams.\n  • Focus: Uses its own proprietary AI tracking platform (Goodie) and combines AEO with paid media, CRO, and SEO.\n  • Pricing: Average retainers typically exceed $20,000/month.\n• Omniscient Digital Omniscient Digital\n  • Best for: B2B SaaS and compounding organic growth.\n  • Focus: Combines SEO, GEO, content strategy, and digital PR for upper mid-market tech and software companies.\n  • Pricing: Full-service engagements start around $10,000/month.\n• iPullRank iPullRank\n  • Best for: Enterprise technical SEO and relevance engineering.\n  • Focus: Deep technical retrieval, content strategy, and AI-era discoverability for midsize and enterprise organizations.\n• Minuttia Minuttia\n  • Best for: B2B SaaS startups and scaling companies.\n  • Focus: Combines Google/AI search strategies, human-crafted and AI content, digital PR, and agent analytics (with high client retention).\n  • Min. Project Size: $4,000+.\n• Directive Consulting\n  • Best for: Pipeline-tied B2B demand generation.\n  • Focus: Blends paid acquisition, organic visibility, and AEO/GEO strategies directly tied to closed-won pipeline.\n• Siege Media Siege Media\n  • Best for: Editorial content and digital PR.\n  • Focus: High-quality editorial production and link-building that translates into AI citation authority.\n  • Min. Project Size: $5,000+.\n\nWhat to Look for in a B2B AEO Agency\n\n• AI Citation Auditing: Ask the agency to run a live diagnostic showing what ChatGPT, Perplexity, and Google AI Overviews currently say about your brand versus your top competitors signing a contract.\n• Pipeline Attribution: Look for firms that track downstream pipeline or brand share-of-voice in LLMs rather than just vanity keyword rankings.\n• Multi-Channel Reach: Effective B2B AEO heavily relies on digital PR, Reddit mentions, schema markup, and authoritative structured content rather than standard keyword stuffing.\n\nIf you want to narrow this down, tell me:\n\n• What is your industry or product type (e.g., B2B SaaS, industrial, cybersecurity)?\n• What is your monthly budget?",
      "entities": [
        {
          "name": "Arobis AI",
          "sentiment": "Positive",
          "reason": "Recommended for B2B SaaS demand generation"
        },
        {
          "name": "Directive Consulting",
          "sentiment": "Positive",
          "reason": "Recommended for pipeline-tied B2B demand generation"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Recommended for enterprise technical SEO"
        },
        {
          "name": "Minuttia",
          "sentiment": "Positive",
          "reason": "Recommended for B2B SaaS startups and scaling companies"
        },
        {
          "name": "NoGood",
          "sentiment": "Positive",
          "reason": "Recommended for funded startups and growth teams"
        },
        {
          "name": "Obility",
          "sentiment": "Positive",
          "reason": "Recommended for complex enterprise technology sales cycles"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Recommended for B2B SaaS and organic growth"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Recommended for editorial content and digital PR"
        }
      ],
      "citations": [
        "https://linkedin.com/pulse/13-best-answer-engine-optimization-aeo-agencies-2026-real-noa-vernick-f9yaf",
        "https://reddit.com/r/obility/comments/1uw9wvm/top_generative_engine_optimization_geo_agencies",
        "https://ewrdigital.com/blog/best-ai-seo-aeo-agencies-2026",
        "https://omnieclipse.ai/blog/best-aeo-geo-agencies-b2b-saas-2026",
        "https://growth-onomics.com/10-best-answer-engine-optimization-aeo-agencies-for-b2b-saas",
        "https://pepper.inc/blog/answer-engine-optimization-agencies-for-b2b",
        "https://cairrot.com/blog/best-aeo-agencies",
        "https://moosend.com/blog/best-aeo-agencies",
        "https://gtm8020.com/blog/aeo-agencies-report-pipeline-instead-rankings"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 4
      }
    },
    {
      "platform": "Brave AI",
      "capturedAt": "2026-10-03T11:05:34.471000Z",
      "answer": "The best AEO (Answer Engine Optimization) agencies for B2B companies in 2026 are those that integrate AI visibility with measurable pipeline growth rather than treating it as a standalone SEO tactic. Top-tier agencies include Omniscient Digital, Breaking B2B, Animalz, and First Page Sage, which are frequently cited for their proven methodologies in securing citations in ChatGPT, Perplexity, and Google AI Overviews.\n\nKey Leaders and Specializations\n\n• Omniscient Digital: Best for mid-market to enterprise B2B SaaS companies seeking full-stack organic growth. They integrate GEO as a named service alongside content, PR, and SEO, with case studies showing significant LLM visibility increases.\n• Breaking B2B: Specializes in bottom-funnel B2B and SaaS SEO/AEO unified into a single service. They focus on creating content around active buyer evaluations and include brand mention outreach to drive AI citations.\n• Animalz: Ideal for enterprise B2B SaaS brands requiring high-quality, SME-driven editorial content. Their approach emphasizes deep interviews and original content that performs across both traditional search and AI-generated answers.\n• First Page Sage: The top choice for enterprise thought leadership and complex B2B industries. They focus on positioning clients as category authorities and routing that authority into B2B conversion paths.\n\nOther Notable Agencies\n\n• Siege Media: Best for growth to enterprise SaaS brands needing visually compelling, link-worthy content that earns AI citations through premium editorial standards.\n• NoGood: Suitable for post-Series A SaaS companies needing multi-channel growth, utilizing proprietary technology to audit LLM visibility and analyze AI content.\n• Minuttia: Focuses on integrated AI search and Google strategies for B2B SaaS, combining content creation with digital PR to boost visibility.\n• Skale: Offers standalone AI citation outreach services, reverse-engineering targeting in sources that AI engines already cite.\n\nWhen selecting an agency, prioritize those with verifiable AEO-specific metrics such as citation rates, branded AI mentions, and downstream demo attribution, rather than just keyword rankings. The most effective partners treat AEO as part of a broader demand intelligence and pipeline strategy.",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Recommended for high-quality enterprise B2B editorial content"
        },
        {
          "name": "Breaking B2B",
          "sentiment": "Positive",
          "reason": "Highlighted for specialized bottom-funnel B2B and SaaS services"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Called the top choice for enterprise thought leadership"
        },
        {
          "name": "Minuttia",
          "sentiment": "Positive",
          "reason": "Highlighted for integrated AI search and Google strategies"
        },
        {
          "name": "NoGood",
          "sentiment": "Positive",
          "reason": "Recommended for multi-channel SaaS growth and LLM visibility"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Included among top-tier agencies and praised for proven methodologies"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Praised for compelling, link-worthy content and editorial standards"
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Recommended for standalone AI citation outreach services"
        }
      ],
      "citations": [
        "https://breakingb2b.com/blog/best-aeo-agency",
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://yesoptimist.com/best-aeo-agencies",
        "https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies",
        "https://callboxinc.com/growth-hacking/best-aeo-agencies",
        "https://valasys.com/best-aeo-agencies-b2b-brands",
        "https://beomniscient.com/blog/aeo-agency",
        "https://growleads.io/blog/best-aeo-agencies-for-b2b"
      ],
      "provider": "brave",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 5
      }
    },
    {
      "platform": "ChatGPT",
      "capturedAt": "2026-10-03T11:16:28.818000Z",
      "answer": "• For B2B AEO (Answer Engine Optimization) in 2026, agencies worth putting on your shortlist include:\n\n    • Omniscient Digital — B2B SaaS/content-led AEO; particularly focused on AI citations and pipeline. [1]\n\n    • iPullRank — strong fit for enterprise companies with complex technical SEO/entity requirements. [2]\n\n    • Animalz — strong editorial/content approach for SaaS brands seeking citation-worthy expertise. [3]\n\n    • Siege Media — content, authority building and AEO/GEO for competitive B2B categories. [4]\n\n    • First Page Sage — established B2B thought-leadership + SEO/GEO model, particularly for mid-market/enterprise tech. [5]\n\n    • Skale — SaaS-focused SEO/AEO, with emphasis on pipeline metrics. [6]\n\n    • RevenueZen — B2B SaaS/tech with a pipeline-oriented GEO approach. [7]\n\n    • Avenue Z — combines AI visibility with digital PR/earned authority. [8]\n\n    If you're specifically B2B SaaS, I'd investigate Omniscient, iPullRank, Animalz, Skale, and RevenueZen first—not as a ranking, but because their published positioning is particularly aligned with B2B/SaaS. [9]\n\n    One important buying criterion: ask agencies to show before/after AI citation data for your actual buyer prompts, rather than just reporting traditional SEO rankings or generic \"AI visibility\" scores. [10]\n\n    [11]",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Praised for editorial expertise and SaaS fit"
        },
        {
          "name": "Avenue Z",
          "sentiment": "Positive",
          "reason": "Highlighted for AI visibility and digital PR"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Praised for B2B thought leadership and SEO"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Highlighted as strong for enterprise technical requirements"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Shortlisted and praised for B2B SaaS AEO"
        },
        {
          "name": "RevenueZen",
          "sentiment": "Positive",
          "reason": "Praised for pipeline-oriented B2B SaaS GEO"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Highlighted for content, authority, and AEO"
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Highlighted for SaaS SEO/AEO and pipeline metrics"
        }
      ],
      "citations": [
        "https://sequencecommerce.com/best-aeo-agencies",
        "https://loudface.co/blog/best-aeo-agencies",
        "https://xql.group/blog/best-b2b-aeo-agencies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-companies",
        "https://karpi.studio/blog/best-aeo-agencies-b2b",
        "https://dageno.ai/blog/best-answer-engine-optimization-agencies"
      ],
      "provider": "openai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 6
      }
    },
    {
      "platform": "Claude",
      "capturedAt": "2026-10-03T11:01:40.471000Z",
      "answer": "Based on recent rankings and analysis, here are the best AEO (Answer Engine Optimization) agencies for B2B in 2026:\n\nTop-Tier AEO Agencies for B2B\n\nMost Frequently Recommended:\n\n1. Omniscient Digital - \nA content-led organic growth agency specifically for B2B software companies\n. They offer Generative Engine Optimization as part of their full organic stack and have demonstrated results like \n$3.7M in pipeline from organic search for Smartling\n.\n\n2. iPullRank - \nLed by Mike King, the agency has published rigorous public research on how generative retrieval works and brings enterprise-grade technical SEO depth\n. \nA strong fit for large organizations with complex sites and in-house teams\n.\n\n3. First Page Sage - \nA B2B-focused SEO firm known for long-form content programs and regularly published industry benchmark studies\n.\n\nOther Strong Contenders:\n\n• NoGood - \nA New York-based performance marketing agency with 70+ experts\n offering AEO alongside broader growth marketing\n• Animalz - Focused on technical SaaS content with strong editorial perspective\n• Siege Media - Known for design-led content that earns citations\n• Discovered Labs - Specializes in B2B SaaS with proprietary tracking tools\n• Graphite - \nRuns SEO and content at scale for technology companies\n\nPricing Expectations\n\nSpecialist AEO work for B2B SaaS typically runs from $5,000 to $40,000 per month, with most Series A–C engagements landing between $10,000 and $18,000\n.\n\nWhat to Look For\n\nWhen evaluating AEO agencies, look for those that can demonstrate real AI citations from tools like ChatGPT, Perplexity, and Claude—not just traditional SEO rankings. \nThe agencies that deliver the best AEO results are doing SEO well underneath it\n.",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Listed as a strong technical SaaS content contender"
        },
        {
          "name": "Discovered Labs",
          "sentiment": "Positive",
          "reason": "Listed as a strong B2B SaaS contender"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Recommended as a top-tier B2B SEO firm"
        },
        {
          "name": "Graphite",
          "sentiment": "Positive",
          "reason": "Listed as a strong technology SEO contender"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Praised for research and enterprise technical SEO"
        },
        {
          "name": "NoGood",
          "sentiment": "Positive",
          "reason": "Listed as a strong AEO contender"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Recommended as a top-tier B2B AEO agency"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Praised for citation-earning design-led content"
        },
        {
          "name": "Smartling",
          "sentiment": "Neutral",
          "reason": "Named in an agency results example"
        }
      ],
      "citations": [
        "https://discoveredlabs.com/blog/6-best-aeo-agencies-for-b2b-saas-companies-2026-ranked",
        "https://karpi.studio/blog/best-aeo-agencies-b2b",
        "https://jollyconsulting.ai/blog/best-aeo-agencies-2026",
        "https://derivatex.agency/blog/best-aeo-agencies-for-b2b-saas",
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://austinheaton.com/blog/top-3-best-aeo-agencies-for-b2b-companies-2026",
        "https://gtm8020.com/blog/aeo-agencies-b2b-saas",
        "https://growleads.io/blog/best-aeo-agencies-for-b2b",
        "https://sequencecommerce.com/best-geo-aeo-agencies-for-b2b-saas"
      ],
      "provider": "anthropic",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 7
      }
    },
    {
      "platform": "Copilot",
      "capturedAt": "2026-10-03T11:05:25.247000Z",
      "answer": "The strongest B2B AEO agencies are Growleads, Optimist, The Starr Conspiracy, iPullRank, Blend, Avenue Z, Single Grain, RevenueZen, Siege Media, and DerivateX, each excelling for different B2B needs.\n\n✅ Quick Summary: Top B2B AEO Agencies (Across All Lists)\n\nThese agencies appear consistently across the supplied roundups and are positioned as leaders for B2B AEO:\n\n• Growleads — Best for B2B companies wanting AEO tied to broader demand and pipeline strategy 1 .\n• Optimist — Best for B2B SaaS and tech needing integrated AEO + SEO 1 .\n• The Starr Conspiracy — Best for B2B brands needing AEO integrated with positioning and messaging 1 .\n• iPullRank — Best for enterprise or technically complex AEO/GEO requirements 2 .\n• Blend — Best for B2B companies needing persona‑driven prompt mapping and pipeline‑linked measurement 1 .\n• Avenue Z — Best for US B2B brands needing AEO + digital PR authority building 1 .\n• Single Grain — Best for growth‑stage B2B brands wanting fast experimentation and multi‑platform AEO 1 .\n• RevenueZen — Best for B2B SaaS needing full‑funnel attribution from AI citations to revenue 2 .\n• Siege Media — Best for content‑heavy B2B brands wanting AEO built into editorial production 2 .\n• DerivateX — Best for US B2B SaaS needing measurable, pipeline‑linked AEO at mid‑market ARR levels 1 .\n\n📊 Comparison Table: Which Agency Fits Which B2B Need?\n\n🧭 How to Choose the Right B2B AEO Agency\n\nAcross the results, three selection factors appear repeatedly:\n\n• Pipeline‑linked measurement Agencies like Growleads, Blend, RevenueZen, and DerivateX explicitly connect AI citations to MQLs and revenue 3 .\n• Buyer‑prompt research Top agencies map prompts by persona and buying stage, not just keywords — a major theme in Growleads, Blend, and B2B Engine 2 .\n• Technical + authority integration Enterprise‑grade needs point toward iPullRank or Directive, while content‑heavy brands benefit from Siege Media or Single Grain 3 .\n\n🧩 Which Agencies Are Best for Your Situation?\n\n• If you want AEO tied to revenue: Growleads, Blend, DerivateX, RevenueZen.\n• If you’re a SaaS company: Optimist, DerivateX, RevenueZen, Siege Media.\n• If you need deep technical AEO: iPullRank, Directive.\n• If you want AEO + PR authority: Avenue Z, Distinctly (UK) 2 .\n• If you want fast experimentation: Single Grain, Growth Marketing Pro 2 .\n\n✅ Recommended Next Step\n\nWhat type of B2B company are you (SaaS, services, enterprise, etc.) and what outcome matters most — citations, pipeline, or technical accuracy? I can narrow this list to the 2–3 best‑fit agencies for your exact situation.",
      "entities": [
        {
          "name": "Avenue Z",
          "sentiment": "Positive",
          "reason": "Recommended for AEO and digital PR"
        },
        {
          "name": "B2B Engine",
          "sentiment": "Neutral",
          "reason": "Mentioned for buyer-prompt research"
        },
        {
          "name": "Blend",
          "sentiment": "Positive",
          "reason": "Recommended for persona-driven pipeline measurement"
        },
        {
          "name": "DerivateX",
          "sentiment": "Positive",
          "reason": "Recommended for measurable pipeline-linked AEO"
        },
        {
          "name": "Directive",
          "sentiment": "Positive",
          "reason": "Recommended for deep technical AEO"
        },
        {
          "name": "Distinctly",
          "sentiment": "Positive",
          "reason": "Recommended for AEO and PR authority"
        },
        {
          "name": "Growleads",
          "sentiment": "Positive",
          "reason": "Positioned as a leading revenue-focused agency"
        },
        {
          "name": "Growth Marketing Pro",
          "sentiment": "Positive",
          "reason": "Recommended for fast experimentation"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Recommended for complex technical requirements"
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Recommended for integrated AEO and SEO"
        },
        {
          "name": "RevenueZen",
          "sentiment": "Positive",
          "reason": "Recommended for full-funnel revenue attribution"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Recommended for editorial content production"
        },
        {
          "name": "Single Grain",
          "sentiment": "Positive",
          "reason": "Recommended for fast experimentation"
        },
        {
          "name": "The Starr Conspiracy",
          "sentiment": "Positive",
          "reason": "Recommended for positioning and messaging integration"
        }
      ],
      "citations": [
        "https://growleads.io/blog/best-aeo-agencies-for-b2b",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-companies",
        "https://derivatex.agency/blog/best-aeo-agencies-usa",
        "https://saynine.ai/blog/best-aeo-agencies",
        "https://mentionbench.com/blog/best-aeo-agencies-2026",
        "https://relevance.com/top-aeo-agencies",
        "https://ivristech.com/best-aeo-agencies-b2b",
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://useomnia.com/blog/aeo-agency",
        "https://valasys.com/best-aeo-agencies-b2b-brands",
        "https://gtm8020.com/blog/best-aeo-agencies",
        "https://rankai.ai/articles/best-answer-engine-optimization-services"
      ],
      "provider": "serpapi",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 8
      }
    },
    {
      "platform": "DeepSeek",
      "capturedAt": "2026-10-03T11:05:51.827000Z",
      "answer": "AEO = Answer Engine Optimization — optimizing to be the source that AI answer engines (ChatGPT, Perplexity, Claude, Gemini, Google's AI Overviews) and voice assistants cite when someone asks a buying question. For B2B, that means showing up when a prospect asks \"best [category] for [use case]\" or \"is [vendor] worth it.\"\n\nThe honest answer: there's no objective ranking, and most \"top AEO agencies\" lists are published by agencies that rank themselves on them. But a few names come up consistently in a B2B-specific context:\n\n• Breaking B2B — narrow B2B focus; frames AEO as an extension of revenue-focused SEO rather than a separate channel.\n• Verto Digital — B2B SEO + AEO, combining technical SEO, content authority, and AI-search visibility.\n• First Page Sage — a long-running B2B SEO firm that has productized AEO.\n• Focus Digital, Siana Marketing, Avenue Z, Omniscient, Algomindz — appear across AEO roundups, with varying depth in B2B.\n• For B2B SaaS specifically, the \"AI SEO agency\" lists overlap heavily with the above.\n\nWhat actually matters when you're choosing:\n\n1. Proof of citations, not vibes. Ask for specific queries where a client appears in a ChatGPT or Perplexity answer. \"We're AI-optimized\" is meaningless; a screenshot of a real answer engine recommending their client is not.\n2. B2B content literacy. Long sales cycles, buying committees, comparison and alternatives pages, technical docs — plus the sources LLMs lean on: G2, Gartner Peer Insights, Reddit threads, industry forums, analyst coverage.\n3. Entity and authority work. Consistent positioning across the web, third-party mentions, structured data, clean technical foundation. AEO sits on top of SEO fundamentals; it doesn't replace them.\n4. Measurement discipline. Share of voice in AI answers, AI referral traffic, branded search lift. Be skeptical of anyone promising \"rankings\" in a system that generates varied answers.\n5. One team, not two. Most strong AEO work is SEO work measured differently. Splitting them across agencies usually means duplicated content strategy and conflicting priorities.\n\nA practical test: give two or three finalists the same ten questions your ICP would actually ask an AI assistant, and see who can demonstrate results. That tells you more than any list — and these lists age fast, since agency capabilities in this space shift every few months.",
      "entities": [
        {
          "name": "Algomindz",
          "sentiment": "Neutral",
          "reason": "Listed among AEO roundup agencies"
        },
        {
          "name": "Avenue Z",
          "sentiment": "Neutral",
          "reason": "Listed among AEO roundup agencies"
        },
        {
          "name": "Breaking B2B",
          "sentiment": "Positive",
          "reason": "Praised for narrow B2B focus"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Described as a long-running B2B SEO firm"
        },
        {
          "name": "Focus Digital",
          "sentiment": "Neutral",
          "reason": "Listed among AEO roundup agencies"
        },
        {
          "name": "Omniscient",
          "sentiment": "Neutral",
          "reason": "Listed among AEO roundup agencies"
        },
        {
          "name": "Siana Marketing",
          "sentiment": "Neutral",
          "reason": "Listed among AEO roundup agencies"
        },
        {
          "name": "Verto Digital",
          "sentiment": "Positive",
          "reason": "Highlighted for B2B SEO and AEO"
        }
      ],
      "citations": [
        "https://firstpagesage.com/seo-blog/the-top-answer-engine-optimization-aeo-companies",
        "https://omnius.so/blog/best-answer-engine-optimization-agencies",
        "https://vertodigital.com/services/inbound/b2b-seo-and-aeo",
        "https://linkedin.com/pulse/top-ai-seo-agencies-b2b-saas-companies-2026-geo-aeo-apoorv-ei90c"
      ],
      "provider": "unknown",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 9
      }
    },
    {
      "platform": "Gemini",
      "capturedAt": "2026-10-03T11:04:39.293000Z",
      "answer": "Answer Engine Optimization (AEO) is crucial for B2B companies as AI platforms like ChatGPT, Perplexity, and Google AI Overviews increasingly influence buyer research and decision-making. A good AEO agency helps structure content so that AI models cite your brand when generating responses to user queries, which can shape a prospect's shortlist before they even visit your website.\n\nHere are some of the best AEO agencies for B2B companies:\n\n• Optimist: This agency specializes in B2B content marketing and AEO, working with B2B SaaS companies. They focus on connecting content to pipeline and revenue, structuring content around buyer pain points to guide AI models from problem to product. They have a proven track record, including an 8x growth in LLM conversions for a fintech client over eight months.\n• Online Optimism: A full-service digital marketing agency that integrates AEO into a broader SEO strategy for B2B clients, aiming for featured placements in AI Overviews and other answer engine surfaces.\n• Omnius: A London-based B2B SEO and AEO agency that exclusively partners with SaaS, fintech, AI, and cybersecurity companies. They limit clients to ensure deep strategic integration and use a proprietary tool, Atomic AGI, for visibility tracking across AI search engines. Their technical approach includes LLMs.txt implementation and JavaScript rendering optimization for AI crawlers.\n• Quoleady: This remote content marketing agency focuses on B2B SaaS brands. Their AEO services include LLM visibility audits, schema markup, content restructuring for AI citation patterns, and digital PR. They have a case study showing a 47.5% increase in booked meetings and top five AEO rankings within three months for a client.\n• TripleDart: Serving over 100 B2B SaaS companies globally, TripleDart optimizes content for AI answers across platforms like ChatGPT and Perplexity. They use their proprietary platform, Slate, for content creation and reporting, and a case study documented a 7x increase in traffic attributed to LLMs within six months for a client.\n• Digital Landscope: Another agency listed among the best for B2B AEO.\n• Sequence Commerce: Ideal for B2B SaaS teams seeking a single vendor for technical SEO, content, and AI visibility reporting. They conduct technical audits against AI crawler behavior, rebuild product and comparison pages with entity-rich content and FAQPage schema, and track brand citations weekly.\n• First Page Sage: Often cited as a top AEO agency, they focus on B2B SaaS organic lead generation and tie blog content to pipeline.\n• Driven Metrics: This agency is also recognized for its AEO services for B2B SaaS.\n• Genevate: Recommended for B2B SaaS companies with fuzzy brand positioning in AI answers.\n• iPullRank: Known for its technical implementation quality, iPullRank is a good fit for technical crawl issues.\n• Minuttia: Another agency specializing in AEO for B2B SaaS.\n• Omniscient Digital: Best for growth-stage and mid-market B2B SaaS teams, Omniscient Digital integrates AEO across organic growth programs, covering content, technical SEO, digital PR, and analytics. They are known for data-backed content that performs well in AI citation environments and for anchoring efforts to business metrics like pipeline and revenue.\n• Animalz: Also listed among the top AEO agencies for B2B SaaS.\n• Siege Media: This agency provides AEO services for B2B SaaS companies.\n• Focus Digital: Recommended for addressing weak comparison pages in B2B SaaS.\n• Directive Consulting: Recognized as a strong option for enterprise SaaS AEO.\n• Skale: A B2B SaaS SEO and AI search optimization agency that focuses on helping software companies grow pipeline and revenue through organic visibility. They also offer AI citation outreach as a standalone service.\n• Breaking B2B: An AEO agency for B2B SaaS.\n• Discovered Labs: Another agency providing AEO services for B2B SaaS.\n• MADX Digital: This agency also offers AEO services for B2B SaaS.\n• Flying Cat Marketing: Best for B2B startups that prioritize editorial quality.\n• Grow and Convert: Recommended for conversion-focused AEO programs.\n• Growth Plays: Specializes in content-led AEO with pipeline attribution for high-growth B2B software brands.\n• Flow Agency: Known for combined organic and paid programs and LLM optimization.\n• Posirank: A fulfillment platform/white-label SEO agency capable of delivering scale for SaaS AEO, focusing on broad AI search domination.\n• The AEO Collective: An AEO-first agency founded in 2025, specializing in SaaS AI visibility and brand mentions.\n• Agency AEO: An AEO/GEO-focused agency founded in 2024.\n• Marcel Digital: Best for technical SaaS AEO.\n• Obility: Paving the way with structured, entity-driven strategies for B2B SaaS.\n• Intero Digital: Another agency offering GEO & AEO services for B2B SaaS.\n• NoGood: Provides AEO services for B2B brands.\n• The SEO Works: Listed among the top B2B GEO and AEO agencies.\n• PipeRocket Digital: An AEO agency for B2B.\n• Appear Online: Provides AEO services for B2B companies.\n• Mint Studios: An AEO agency for B2B.\n• Respona: Offers AEO services for B2B.\n• DemandMaven: An AEO agency for B2B.\n\nWhen choosing an AEO agency, consider factors like their experience with B2B SaaS, their approach to connecting AEO to pipeline and revenue, and their ability to measure beyond just mentions, tracking accurate recommendations, qualified demos, opportunities, and closed customers. An effective AEO strategy should include Q&A-style content, FAQs, expert bylines, proprietary data, schema markup, and visibility across trusted third-party websites.",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Listed among top B2B SaaS AEO agencies."
        },
        {
          "name": "Atomic AGI",
          "sentiment": "Neutral",
          "reason": "Mentioned as Omnius's proprietary visibility tool."
        },
        {
          "name": "Breaking B2B",
          "sentiment": "Positive",
          "reason": "Identified as a B2B SaaS AEO agency."
        },
        {
          "name": "Digital Landscope",
          "sentiment": "Positive",
          "reason": "Listed among the best B2B AEO agencies."
        },
        {
          "name": "Directive Consulting",
          "sentiment": "Positive",
          "reason": "Recognized as strong for enterprise SaaS AEO."
        },
        {
          "name": "Discovered Labs",
          "sentiment": "Positive",
          "reason": "Provides AEO services for B2B SaaS."
        },
        {
          "name": "Driven Metrics",
          "sentiment": "Positive",
          "reason": "Recognized for B2B SaaS AEO services."
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Described as a top AEO agency."
        },
        {
          "name": "Flying Cat Marketing",
          "sentiment": "Positive",
          "reason": "Recommended for editorial quality."
        },
        {
          "name": "Focus Digital",
          "sentiment": "Positive",
          "reason": "Recommended for weak comparison pages."
        },
        {
          "name": "Genevate",
          "sentiment": "Positive",
          "reason": "Recommended for unclear AI brand positioning."
        },
        {
          "name": "Grow and Convert",
          "sentiment": "Positive",
          "reason": "Recommended for conversion-focused AEO programs."
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Praised for technical implementation quality."
        },
        {
          "name": "MADX Digital",
          "sentiment": "Positive",
          "reason": "Offers AEO services for B2B SaaS."
        },
        {
          "name": "Minuttia",
          "sentiment": "Positive",
          "reason": "Listed as an AEO specialist for B2B SaaS."
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Recommended for growth-stage B2B SaaS teams."
        },
        {
          "name": "Omnius",
          "sentiment": "Positive",
          "reason": "Highlighted as a specialized B2B AEO agency."
        },
        {
          "name": "Online Optimism",
          "sentiment": "Positive",
          "reason": "Listed among the best AEO agencies."
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Listed among the best AEO agencies."
        },
        {
          "name": "Quoleady",
          "sentiment": "Positive",
          "reason": "Presented with successful AEO case study results."
        },
        {
          "name": "Sequence Commerce",
          "sentiment": "Positive",
          "reason": "Recommended as an integrated B2B SaaS vendor."
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Provides AEO services for B2B SaaS."
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Focuses on pipeline growth through organic visibility."
        },
        {
          "name": "Slate",
          "sentiment": "Neutral",
          "reason": "Mentioned as TripleDart's proprietary platform."
        },
        {
          "name": "TripleDart",
          "sentiment": "Positive",
          "reason": "Highlighted for scale and strong client results."
        }
      ],
      "citations": [
        "https://onlineoptimism.com/learn/the-best-aeo-agencies-for-b2b-companies",
        "https://abiresearch.com/blog/aeo-strategy-for-b2b-companies",
        "https://sequencecommerce.com/best-geo-aeo-agencies-for-b2b-saas",
        "https://callboxinc.com/growth-hacking/best-aeo-agencies",
        "https://quoleady.com/aeo-agencies",
        "https://beomniscient.com/blog/aeo-agency",
        "https://alexbirkett.com/answer-engine-optimization-agencies",
        "https://obilityb2b.com/blog/top-generative-engine-optimization-geo-agencies-for-b2b-marketing",
        "https://posirank.com/blog/9-best-b2b-saas-aiseo-aeo-agencies",
        "https://seoworks.com/lists/top-b2b-geo-and-aeo-agencies"
      ],
      "provider": "google_genai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 10
      }
    },
    {
      "platform": "Grok",
      "capturedAt": "2026-10-03T11:04:56.748000Z",
      "answer": "Answer Engine Optimization (AEO, also called GEO or Generative Engine Optimization) helps B2B brands get cited and recommended in AI responses from tools like ChatGPT, Perplexity, Google AI Overviews, and Gemini. This matters for B2B because buyers increasingly rely on generative AI during research, often forming opinions before visiting websites.[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n\nThe top agencies specialize in B2B/SaaS (content structuring for LLM citations, entity optimization, technical signals like schema, third-party authority building, and pipeline attribution). Many lists from 2026 highlight recurring names with documented client results (e.g., citation share gains, AI-sourced traffic/leads, or pipeline impact). Note that some rankings are self-promotional, so cross-reference client outcomes, methodology, and fit.[[2]](https://www.blendb2b.com/resources/best-aeo-agencies-for-b2b-companies)\n\nTop Consensus Agencies for B2B AEO\nHere are the most frequently recommended based on multiple sources, focusing on B2B/SaaS expertise, measurable results, and methodology:\n\n• Omniscient Digital — Frequently tops or ranks high across lists for full-stack B2B software organic growth. They emphasize content ecosystems, structured data, and AI-citable content. Notable results include Convert seeing LLM visibility up 81% and AI citations up 140%. Pricing starts around $10,000/month. Strong for mid-market to enterprise B2B SaaS.[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n\n• Siege Media — Excels at content-led AEO/GEO at scale, including digital PR and off-site signals for citations. Results examples: Zip with 213% blog traffic value increase and 92 AI Overview citations; strong enterprise B2B SaaS work. Custom pricing; good for competitive categories.[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n\n• Breaking B2B — Bottom-funnel B2B/SaaS focus combining SEO + AEO. Results: Proposify demos up 115% and AI search visitors up 91%; RB2B ranking #1 in ChatGPT for alternatives. Pricing $4,000–$40,000+/month. Ideal for pipeline-oriented programs.[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n\n• First Page Sage — Often highest-rated in reviews for B2B SaaS, with strong technical expertise and thought leadership tied to leads/demos. Enterprise clients like NerdWallet, Credit Karma. High client retention; custom pricing.[[3]](https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies/)\n\n• Animalz — Enterprise B2B SaaS content + AEO with high editorial quality. Clients include Wistia, GoDaddy, Zendesk, Intercom. Custom pricing; suited for complex, technical topics.[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n\n• NoGood — Full-channel growth with proprietary AEO tech and strong enterprise roster (e.g., Nike, MongoDB). Results include 335% AI-sourced traffic increase. Custom/higher pricing (often $20k+/month average). Good for venture-backed or multi-channel needs.[[4]](https://www.pepper.inc/blog/answer-engine-optimization-agencies-for-b2b/)\n\n• Other notable mentions:\n  • Minuttia and Skale: Affordable entry points ($4k+/month) for integrated AEO/SEO with solid SaaS results (e.g., Toggl conversions, Maze signups).[[1]](https://www.breakingb2b.com/blog/aeo-agency-for-b2b-companies)\n  • iPullRank: Technical depth for enterprise/complex sites (\"Relevance Engineering\").\n  • Discovered Labs, Optimist, Blend, and Omnius: Pure-play or specialized options with pipeline focus or European strengths.[[5]](https://ivristech.com/best-aeo-agencies-b2b/)\n\nHow to Choose\nMatch to your needs (e.g., technical/enterprise → iPullRank or First Page Sage; content/pipeline → Omniscient Digital or Breaking B2B; budget-conscious → Minuttia). Request case studies with specific metrics (citation share, AI traffic, attributed pipeline), audit your current visibility, and confirm they track multiple AI platforms. Pricing is typically retainers starting at $4k–$10k+/month for meaningful B2B work.[[6]](https://www.teknicks.com/blog/8-best-aeo-agencies/)\n\nThis space evolves quickly—verify the latest results directly with agencies, as self-reported data varies.",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Highlighted for enterprise B2B content quality"
        },
        {
          "name": "Blend",
          "sentiment": "Positive",
          "reason": "Mentioned as a specialized B2B option"
        },
        {
          "name": "Breaking B2B",
          "sentiment": "Positive",
          "reason": "Recommended for pipeline-oriented B2B programs"
        },
        {
          "name": "Discovered Labs",
          "sentiment": "Positive",
          "reason": "Mentioned as a specialized pipeline-focused option"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Highly rated for B2B SaaS expertise"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Highlighted for technical enterprise expertise"
        },
        {
          "name": "Minuttia",
          "sentiment": "Positive",
          "reason": "Recommended as an affordable entry point"
        },
        {
          "name": "NoGood",
          "sentiment": "Positive",
          "reason": "Praised for full-channel growth and AEO technology"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Frequently tops lists for B2B software growth"
        },
        {
          "name": "Omnius",
          "sentiment": "Positive",
          "reason": "Mentioned for specialized European strengths"
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Mentioned among specialized AEO options"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Praised for scalable content-led AEO"
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Recommended for integrated AEO and SEO"
        }
      ],
      "citations": [
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-companies",
        "https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies",
        "https://pepper.inc/blog/answer-engine-optimization-agencies-for-b2b",
        "https://ivristech.com/best-aeo-agencies-b2b",
        "https://teknicks.com/blog/8-best-aeo-agencies"
      ],
      "provider": "xai",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 11
      }
    },
    {
      "platform": "Meta AI",
      "capturedAt": "2026-10-03T11:06:17.913000Z",
      "answer": "For B2B, the best AEO agencies are not just \"SEO agencies with a new service page.\" You want teams that measure AI citations, understand long buying cycles, and tie visibility to pipeline.\n\n> B2B SaaS companies should look for agencies that understand long buying cycles, technical products, thought leadership\n\nThe 10 agencies most recommended for B2B in 2025-2026\n\n1. First Page Sage — Best for Enterprise B2B thought leadership / authority\nThe longest-running AEO player, built around expert-authored long-form content, entity optimization and quarterly research.\n• Ranked #1 Top B2B SaaS GEO / AEO Agency of 2026 in First Page Sage's own comparative study\n• At a glance: Enterprise B2B thought leadership\n• Prompt Insider pick: Best for Enterprise B2B Authority\n• Pricing publicly listed as ~$8,000 to $20,000/mo\n\n2. Omniscient Digital — Best for AEO integrated across B2B SaaS organic growth\nOriginators of \"Surround Sound SEO\" — built to earn mentions across listicles, review sites, and editorial sources that LLMs actually cite.\n• Best for AEO integrated across B2B SaaS organic growth programs\n• Also listed as Content-led B2B SaaS authority\n• Prompt Insider: Best for Measurement-Focused Teams\n• Starting price: From ~$10,000/mo and Full-service engagements start at $10,000 a month in their own breakdown\n\n3. Optimist (Yes Optimist) — Best for B2B SaaS tying AI visibility to pipeline\nFocused on one outcome: does AI visibility turn into revenue? They run AEO + SEO as one unified strategy.\n• Best for: B2B SaaS tying AI visibility to pipeline\n\n4. Minuttia — Best for B2B Technology\nSpecializes in content-driven AEO for SaaS and B2B tech, strong in regulated/technical categories.\n• Prompt Insider selection: Minuttia - Best for B2B Technology\n\n5. Breaking B2B — Best UK-based exclusive B2B player\nWorks exclusively with B2B and SaaS, senior-led delivery model, transparent pricing. \n• Ranked #2 in Top B2B SaaS GEO/AEO Agencies: Breaking B2B\n• Roster includes Vidyard, ClickHouse, Chili Piper for growth-stage SaaS.\n\n6. Flying Cat Marketing — Best for B2B startups that value editorial quality\nNiche boutique agency combining product marketers, SEOs and SME interviews.\n• Best for B2B startups that value editorial quality\n• Pricing: $2,000-$8,500/month\n\n7. Grow and Convert — Best for conversion-focused AEO\nBuilt their GEO approach around \"Prioritized GEO\" — owned content first, citation outreach second, on-page third. Includes Traqer AI tracking.\n• Best for conversion-focused AEO programs\n• Pricing: $10,000/month standard\n\n8. Skale — Best for AI citation outreach as a standalone service\nInstead of full retainer, they reverse-engineer which third-party sources AI engines already cite in your category, then secure placements.\n• Best for AI citation outreach as a standalone service\n• Full-service GEO + SaaS SEO packages from $4,000/month\n\n9. Growth Plays — Best for content-led AEO with pipeline attribution\nFocuses on B2B tech and developer platforms, mapping buyer journeys to AI-visible assets and connecting to HubSpot / Bizible attribution.\n• Best for content-led AEO with pipeline attribution\n\n10. Flow Agency + Siege Media — Best complementary B2B specialists\n• Flow Agency: best for combined organic and paid programs — gives you Google, Microsoft, LinkedIn Ads under one engagement plus a free LLM referral dashboard.\n• Siege Media: Best for Content-Driven Citability — 100+ person shop known for data-journalism content engines, from ~$8,000 to $10,000/mo.\n\nOther frequently cited enterprise options\n• iPullRank — Best for Enterprise, best if you have a sprawling technical site. Founded by Mike King, Relevance Engineering framework.\n• Animalz, Genevate, KlientBoost also appear in the Top 7 B2B SaaS rankings alongside First Page Sage and Omniscient Digital.\n\nHow to pick:\n\n• Need enterprise thought leadership and board-level reporting? First Page Sage.\n• Need content that both ranks in Google and gets cited by ChatGPT/Perplexity? Omniscient Digital, Siege Media, Animalz.\n• Bootstrapped or Seed to Series A and want editorial quality without $10k+ retainer? Flying Cat Marketing, Skale.\n• Pipeline and revenue are the only KPI? Optimist, Growth Plays, Grow and Convert.\n\nAll of the agencies above publicly offer services related to AEO, GEO, AI search optimization and can measure brand mentions, citations, prompt visibility across major AI platforms.",
      "entities": [
        {
          "name": "Animalz",
          "sentiment": "Positive",
          "reason": "Recommended for cited content and enterprise rankings"
        },
        {
          "name": "Breaking B2B",
          "sentiment": "Positive",
          "reason": "Recommended as an exclusive B2B specialist"
        },
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Recommended as best for enterprise B2B authority"
        },
        {
          "name": "Flow Agency",
          "sentiment": "Positive",
          "reason": "Recommended for combined organic and paid programs"
        },
        {
          "name": "Flying Cat Marketing",
          "sentiment": "Positive",
          "reason": "Recommended for editorial-quality B2B startups"
        },
        {
          "name": "Genevate",
          "sentiment": "Neutral",
          "reason": "Listed among frequently cited enterprise options"
        },
        {
          "name": "Grow and Convert",
          "sentiment": "Positive",
          "reason": "Recommended for conversion-focused AEO"
        },
        {
          "name": "Growth Plays",
          "sentiment": "Positive",
          "reason": "Recommended for pipeline-attributed content-led AEO"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Recommended for sprawling technical enterprise sites"
        },
        {
          "name": "KlientBoost",
          "sentiment": "Neutral",
          "reason": "Listed among frequently cited enterprise options"
        },
        {
          "name": "Minuttia",
          "sentiment": "Positive",
          "reason": "Recommended as best for B2B technology"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Recommended for integrated B2B SaaS growth"
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Recommended for connecting AI visibility to pipeline"
        },
        {
          "name": "Rankability",
          "sentiment": "Neutral",
          "reason": "Target brand appears in configured context but not answer text"
        },
        {
          "name": "Siege Media",
          "sentiment": "Positive",
          "reason": "Recommended for content-driven citability"
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Recommended for standalone AI citation outreach"
        },
        {
          "name": "Traqer AI",
          "sentiment": "Neutral",
          "reason": "Mentioned as an included tracking tool"
        }
      ],
      "citations": [
        "https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies",
        "https://rankshift.ai/blog/best-aeo-agencies",
        "https://einpresswire.com/article/946290440/best-answer-engine-optimization-aeo-agencies-october-2026-prompt-insider-names-the-top-10-aeo-agencies",
        "https://beomniscient.com/blog/aeo-agency"
      ],
      "provider": "meta",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 12
      }
    },
    {
      "platform": "Perplexity",
      "capturedAt": "2026-10-03T11:01:26.171000Z",
      "answer": "For B2B, the agencies that show up most consistently across the recent rankings are Omniscient Digital, iPullRank, First Page Sage, Skale, TripleDart, RevenueZen, and Optimist.[2][4][5][7][8][10][17][18][19][20]\n\nA practical way to think about the “best” ones is by fit:\n\n• Omniscient Digital — strong for content-led B2B SaaS AEO and broader AI-search visibility.[7][10]\n• iPullRank — best for enterprise technical AEO and deeper implementation work.[5]\n• First Page Sage — often positioned for enterprise B2B authority and thought leadership.[13][19]\n• Skale — a good fit for revenue-focused B2B SaaS AEO/GEO.[8][9]\n• TripleDart — suited to B2B SaaS growth at scale with full-stack AEO/GEO support.[7][12]\n• RevenueZen — commonly described as pipeline-focused AEO/GEO for B2B SaaS.[20]\n• Optimist — frequently recommended for B2B SaaS tying AI visibility to pipeline.[3][4]\n\nIf you want the shortest shortlist, the most defensible picks from the results are Omniscient Digital, iPullRank, First Page Sage, and Skale because they appear repeatedly and are associated with clear B2B use cases.[2][5][8][10][18][19]\n\nIf you want, I can turn this into a ranked shortlist by company type:\n• B2B SaaS\n• Enterprise B2B\n• Technical SEO/AEO\n• Demand gen / pipeline focus",
      "entities": [
        {
          "name": "First Page Sage",
          "sentiment": "Positive",
          "reason": "Positioned for enterprise B2B authority"
        },
        {
          "name": "iPullRank",
          "sentiment": "Positive",
          "reason": "Recommended for enterprise technical AEO"
        },
        {
          "name": "Omniscient Digital",
          "sentiment": "Positive",
          "reason": "Recommended for content-led B2B SaaS AEO"
        },
        {
          "name": "Optimist",
          "sentiment": "Positive",
          "reason": "Recommended for AI visibility tied to pipeline"
        },
        {
          "name": "RevenueZen",
          "sentiment": "Positive",
          "reason": "Described as pipeline-focused AEO/GEO"
        },
        {
          "name": "Skale",
          "sentiment": "Positive",
          "reason": "Recommended for revenue-focused B2B SaaS AEO"
        },
        {
          "name": "TripleDart",
          "sentiment": "Positive",
          "reason": "Suited to B2B SaaS growth at scale"
        }
      ],
      "citations": [
        "https://breakingb2b.com/blog/aeo-agency-for-b2b-companies",
        "https://fritz.ai/best-aeo-agencies",
        "https://rankshift.ai/blog/best-aeo-agencies",
        "https://growleads.io/blog/best-aeo-agencies-for-b2b",
        "https://callboxinc.com/growth-hacking/best-aeo-agencies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-companies",
        "https://tripledart.com/blog/best-aeo-agencies",
        "https://indexly.ai/blog/best-aeo-agencies",
        "https://beomniscient.com/blog/aeo-agency",
        "https://discoveredlabs.com/blog/6-best-aeo-agencies-for-b2b-saas-companies-2026-ranked",
        "https://nogood.io/blog/best-answer-engine-optimization-agencies",
        "https://onlineoptimism.com/learn/the-best-aeo-agencies-for-b2b-companies",
        "https://news-press.com/press-release/story/126868/best-answer-engine-optimization-aeo-agencies-october-2026-prompt-insider-names-the-top-10-aeo-agencies",
        "https://respona.com/blog/answer-engine-optimization-agencies",
        "https://animalz.co/blog/best-aeo-agencies",
        "https://moosend.com/blog/best-aeo-agencies",
        "https://singlegrain.com/aeo/top-14-aeo-agencies-in-2025",
        "https://firstpagesage.com/seo-blog/the-top-b2b-saas-geo-aeo-agencies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-b2b-technology-companies",
        "https://blendb2b.com/resources/best-aeo-agencies-for-saas-companies",
        "https://einpresswire.com/article/943232309/sutra-creative-launches-full-stack-authority-marketing-programs-to-help-brands-get-cited-by-ai-tools",
        "https://nationaltribune.com.au/new-research-compares-12-best-generative-engine-optimization-geo-agencies-in-2026-by-published-ai-citation-data-pricing-model-and-methodology-transparency",
        "https://einpresswire.com/sources/u623481",
        "https://startupfortune.com/tag/aeo",
        "https://nerdbot.com/2026/09/21/19-best-answer-engine-optimization-tools-in-2026-ranked-by-us",
        "https://coinpedia.org/press-release/best-crypto-geo-agency-in-ai-search-what-chatgpt-perplexity-and-claude-say/amp",
        "https://einpresswire.com/article/946455674/best-aeo-tools-october-2026-prompt-insider-announces-top-answer-engine-optimization-platforms"
      ],
      "provider": "perplexity",
      "providerTier": "l1",
      "provenance": {
        "sheet": "who are the best AEO (20)",
        "row": 13
      }
    }
  ]
}
