Category intelligence / visibility
AI visibility platforms
Answer-engine optimization vendors ranked across a fixed, public buying corpus—with brand, prompt, engine, and citation-source views.
Evidence catalog
Open category terminal →Live AEO platforms tables
| Table | Coverage | Confidence | Freshness | Cadence | Updated | Open |
|---|---|---|---|---|---|---|
| AI visibility platform rankReviewed AEO and AI-search analytics vendors ranked by recommendation-prompt presence across three configured model APIs. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendor presenceReviewed vendors ranked by presence across every answer in the complete category prompt-and-engine cohort. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendor citation shareReviewed vendors ranked by distinct answer-level citations to their canonical domains. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendor engine breadthReviewed vendors ranked by the number of configured model APIs on which they appear. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendors in OpenAI model API answersVendor presence in the fixed OpenAI configured-model API cohort; not the ChatGPT consumer application. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendors in Anthropic model API answersVendor presence in the fixed Anthropic configured-model API cohort; not the Claude consumer application. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility vendors in Gemini model API answersVendor presence in the fixed Gemini configured-model API cohort; not the Gemini consumer application. | 14 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI visibility buying-prompt leadersThe leading reviewed vendor for every neutral buying prompt, with exact cross-engine consensus. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| AEO vendor engine disagreementBuying prompts ranked by how differently the configured engines surface the reviewed vendor universe. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| Most-cited domains for AI visibility buying promptsURL-derived citation hostnames ranked by complete-cohort cited-answer coverage, breadth, and position. | 150 | 100% | current | daily | Jul 27, 2026 | View table → |
Latest
Open full board →Current category leaders
| Rank | Entity | Published value | Movement | Confidence | Signal | Profile |
|---|---|---|---|---|---|---|
| 01 | Profoundcompany | 62.5% | — | 100% | — | Evidence → |
| 02 | Otterly AIcompany | 45.8% | — | 100% | — | Evidence → |
| 03 | HubSpot AEOcompany | 25.0% | — | 100% | — | Evidence → |
| 04 | Peec AIcompany | 25.0% | — | 100% | — | Evidence → |
| 05 | Semrushcompany | 20.8% | — | 100% | — | Evidence → |
| 06 | Scrunchcompany | 16.7% | — | 100% | — | Evidence → |
| 07 | Conductorcompany | 8.3% | — | 100% | — | Evidence → |
| 08 | Evertunecompany | 8.3% | — | 100% | — | Evidence → |
| 09 | Goodiecompany | 8.3% | — | 100% | — | Evidence → |
| 10 | Rankscalecompany | 4.2% | — | 100% | — | Evidence → |
| 11 | AthenaHQcompany | 4.2% | — | 100% | — | Evidence → |
| 12 | Writesoniccompany | 0.0% | — | 100% | — | Evidence → |
| 13 | Bluefish AIcompany | 0.0% | — | 100% | — | Evidence → |
| 14 | Rank.aicompany | 0.0% | — | 100% | — | Evidence → |
Corpus ai-search-visibility-platforms-2026-07-27 / 3 providers
Test your own prompt →Questions shaping this market
| Buyer prompt | Intent | Current leader | Answers | Providers | Citations | Owned citations | Challenge |
|---|---|---|---|---|---|---|---|
| What are the best enterprise platforms for tracking brand visibility in AI-generated answers? | recommendation | Otterly AI · 5 | 3 | 3 | 17 | 3 | Run live → |
| Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants. | recommendation | Otterly AI · 2 | 3 | 3 | 16 | 0 | Run live → |
| Which software is best for comparing competitor share of voice across answer engines? | recommendation | HubSpot AEO · 5 | 3 | 3 | 18 | 4 | Run live → |
| Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages. | recommendation | Evertune · 3 | 3 | 3 | 16 | 1 | Run live → |
| What is the best tool for analyzing the citations and sources that influence AI search responses? | recommendation | Otterly AI · 2 | 3 | 3 | 12 | 1 | Run live → |
| Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance. | recommendation | Profound · 8 | 3 | 3 | 18 | 9 | Run live → |
| Which AI visibility platform is best for an agency managing multiple client brands? | recommendation | Otterly AI · 5 | 3 | 3 | 20 | 3 | Run live → |
| Recommend a platform that combines traditional SEO workflows with generative-search visibility. | recommendation | Semrush · 4 | 3 | 3 | 17 | 2 | Run live → |
| How much does an AI search visibility platform typically cost for one brand? | commercial | Semrush · 1 | 3 | 3 | 20 | 0 | Run live → |
| Which features matter most when buying software to measure brand presence in AI-generated answers? | commercial | Scrunch · 1 | 3 | 3 | 22 | 1 | Run live → |
| Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking. | commercial | Semrush · 4 | 3 | 3 | 22 | 4 | Run live → |
| How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor? | commercial | — | 3 | 3 | 23 | 0 | Run live → |
Use the public category as your baseline
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