Category intelligence / ecosystem
Enterprise search & RAG
Workplace search, managed retrieval, and grounded-knowledge platforms ranked across a fixed enterprise buying corpus—with brand, prompt, engine, and citation-source views.
Evidence catalog
Open category terminal →Live Enterprise search tables
| Table | Coverage | Confidence | Freshness | Cadence | Updated | Open |
|---|---|---|---|---|---|---|
| Enterprise search platform rankReviewed enterprise search and retrieval platforms ranked by recommendation-prompt presence across three configured model APIs. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search platform presenceReviewed platforms ranked by presence across every answer in the complete category prompt-and-engine cohort. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search citation shareReviewed platforms ranked by distinct answer-level citations to their canonical domains. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search engine breadthReviewed platforms ranked by the number of configured model APIs on which they appear. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search in OpenAI model API answersPlatform presence in the fixed OpenAI configured-model API cohort; not the ChatGPT consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search in Anthropic model API answersPlatform presence in the fixed Anthropic configured-model API cohort; not the Claude consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise search in Gemini model API answersPlatform presence in the fixed Gemini configured-model API cohort; not the Gemini consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise-search buying-prompt leadersThe leading reviewed platform for every neutral buying prompt, with exact cross-engine consensus. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| Enterprise-search engine disagreementBuying prompts ranked by how differently the configured engines surface the reviewed platform universe. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| Most-cited domains for enterprise-search buying promptsURL-derived citation hostnames ranked by complete-cohort cited-answer coverage, breadth, and position. | 138 | 100% | current | daily | Jul 27, 2026 | View table → |
Latest
Open full board →Current category leaders
| Rank | Entity | Published value | Movement | Confidence | Signal | Profile |
|---|---|---|---|---|---|---|
| 01 | Elastic Search AIcompany | 70.8% | — | 100% | — | Evidence → |
| 02 | Gleancompany | 50.0% | — | 100% | — | Evidence → |
| 03 | Coveocompany | 33.3% | — | 100% | — | Evidence → |
| 04 | Azure AI Searchcompany | 25.0% | — | 100% | — | Evidence → |
| 05 | GoSearchcompany | 25.0% | — | 100% | — | Evidence → |
| 06 | Lucidworkscompany | 20.8% | — | 100% | — | Evidence → |
| 07 | Onyx AIcompany | 16.7% | — | 100% | — | Evidence → |
| 08 | Sinequacompany | 12.5% | — | 100% | — | Evidence → |
| 09 | Algoliacompany | 8.3% | — | 100% | — | Evidence → |
| 10 | Vertex AI Searchcompany | 8.3% | — | 100% | — | Evidence → |
| 11 | IBM watsonx Discoverycompany | 4.2% | — | 100% | — | Evidence → |
| 12 | Gurucompany | 4.2% | — | 100% | — | Evidence → |
| 13 | Amazon Kendracompany | 4.2% | — | 100% | — | Evidence → |
| 14 | Vectaracompany | 4.2% | — | 100% | — | Evidence → |
| 15 | deepset AI Platformcompany | 0.0% | — | 100% | — | Evidence → |
| 16 | Yext Searchcompany | 0.0% | — | 100% | — | Evidence → |
Corpus enterprise-search-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 AI-powered enterprise search platforms for securely finding internal company knowledge? | recommendation | Elastic Search AI · 6 | 3 | 3 | 19 | 2 | Run live → |
| Recommend a workplace search platform that connects collaboration, document, ticketing, and CRM systems while preserving permissions. | recommendation | Elastic Search AI · 7 | 3 | 3 | 8 | 0 | Run live → |
| Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails? | recommendation | Elastic Search AI · 5 | 3 | 3 | 19 | 4 | Run live → |
| Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation. | recommendation | Onyx AI · 5 | 3 | 3 | 24 | 2 | Run live → |
| Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search? | recommendation | Elastic Search AI · 11 | 3 | 3 | 21 | 3 | Run live → |
| Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance. | recommendation | Glean · 2 | 3 | 3 | 16 | 2 | Run live → |
| Which enterprise search tools offer broad application connectors, fast content refresh, and permission-aware results? | recommendation | Glean · 7 | 3 | 3 | 18 | 4 | Run live → |
| What enterprise search platform should a global company evaluate for multilingual content, regional deployment, and access control? | recommendation | Elastic Search AI · 7 | 3 | 3 | 21 | 4 | Run live → |
| Compare enterprise AI search platforms on connectors, relevance, permissions, governance, deployment options, and analytics. | commercial | Glean · 10 | 3 | 3 | 20 | 2 | Run live → |
| How should buyers compare retrieval platforms for grounded AI on accuracy, latency, observability, and total cost? | commercial | — | 3 | 3 | 22 | 1 | Run live → |
| Which enterprise search vendors support private-cloud or on-premises deployment, model flexibility, and customer-managed encryption? | commercial | Elastic Search AI · 3 | 3 | 3 | 11 | 2 | Run live → |
| Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval. | commercial | Elastic Search AI · 5 | 3 | 3 | 16 | 3 | Run live → |
Use the public category as your baseline
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