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Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Daily visibility of workplace search, enterprise retrieval, and grounded-knowledge platforms across a public, neutral buying corpus.
| Rank | Entity | Signal | Recommendation-prompt presence | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Elastic Search AIcompany | 70.8% | 63.89% | 23.47% | 6.9% | 3 | 62.5% | 66.67% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 02 | Gleancompany | 50.0% | 47.22% | 17.35% | 17.24% | 3 | 50% | 50% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 03 | Coveocompany | 33.3% | 33.33% | 12.24% | 6.9% | 3 | 37.5% | 50% | 100% | 24 | — | — | Analyze brandViewing why | ||
| 04 | Azure AI Searchcompany | 25.0% | 27.78% | 10.2% | 13.79% | 3 | 12.5% | 16.67% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 05 | GoSearchcompany | 25.0% | 22.22% | 8.16% | 20.69% | 3 | 12.5% | 8.33% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 06 | Lucidworkscompany | 20.8% | 19.44% | 7.14% | 6.9% | 3 | 25% | 33.33% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 07 | Onyx AIcompany | 16.7% | 11.11% | 4.08% | 10.34% | 2 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 08 | Sinequacompany | 12.5% | 13.89% | 5.1% | 0% | 2 | 12.5% | 25% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 09 | Algoliacompany | 8.3% | 8.33% | 3.06% | 0% | 3 | 12.5% | 8.33% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 10 | Vertex AI Searchcompany | 8.3% | 8.33% | 3.06% | 6.9% | 2 | 12.5% | 8.33% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 11 | IBM watsonx Discoverycompany | 4.2% | 5.56% | 2.04% | 6.9% | 2 | 12.5% | 8.33% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 12 | Gurucompany | 4.2% | 5.56% | 2.04% | 0% | 1 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 13 | Amazon Kendracompany | 4.2% | 2.78% | 1.02% | 3.45% | 1 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 14 | Vectaracompany | 4.2% | 2.78% | 1.02% | 0% | 1 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 15 | deepset AI Platformcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 16 | Yext Searchcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank |
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Elastic Search AIelastic.co | 63.9%23/36 | +16.7 pp | 41.8% | 57 | 2 | 2 | 3/3 |
| Gleanglean.com | 47.2%17/36 | BASE | 30.9% | 35 | 5 | 5 | 3/3 |
| Coveocoveo.com | 33.3%12/36 | -13.9 pp | 21.8% | 24 | 2 | 2 | 3/3 |
| Algoliaalgolia.com | 8.3%3/36 | -38.9 pp | 5.5% | 4 | 0 | 0 | 3/3 |
12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 What are the best AI-powered enterprise search platforms for securely finding internal company knowledge?recommendation | GleanCoveoElastic Search AIAlgolia | Glean · C1CoveoElastic Search AI | GleanCoveoElastic Search AIAlgolia |
| 02 Recommend a workplace search platform that connects collaboration, document, ticketing, and CRM systems while preserving permissions.recommendation | Elastic Search AI | Elastic Search AI | Elastic Search AI |
| 03 Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?recommendation | Glean · C1 | Elastic Search AI | Glean |
| 04 Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation.recommendation | No selected brand | Elastic Search AI | Glean |
| 05 Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search?recommendation | Elastic Search AI · C1 | Elastic Search AI | Elastic Search AI |
| 06 Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance.recommendation | No selected brand | GleanCoveo · C1Elastic Search AI | No selected brand |
| 07 Which enterprise search tools offer broad application connectors, fast content refresh, and permission-aware results?recommendation | GleanCoveoElastic Search AI | Glean | Glean · C1CoveoElastic Search AI |
| 08 What enterprise search platform should a global company evaluate for multilingual content, regional deployment, and access control?recommendation | GleanCoveoElastic Search AI | GleanCoveoElastic Search AI · C1 | Elastic Search AI |
| 09 Compare enterprise AI search platforms on connectors, relevance, permissions, governance, deployment options, and analytics.commercial | Glean · C1CoveoElastic Search AI | GleanElastic Search AI | GleanElastic Search AI |
| 10 How should buyers compare retrieval platforms for grounded AI on accuracy, latency, observability, and total cost?commercial | No selected brand | No selected brand | No selected brand |
| 11 Which enterprise search vendors support private-cloud or on-premises deployment, model flexibility, and customer-managed encryption?commercial | CoveoElastic Search AI | No selected brand | No selected brand |
| 12 Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval.commercial | GleanCoveo · C1Elastic Search AI | Glean · C1CoveoElastic Search AIAlgolia | No selected brand |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| gosearch.ai | 6 | 3 | 3 | #1 | Open source ↗ |
| kore.ai | 6 | 2 | 3 | #1 | Open source ↗ |
| medium.com | 5 | 5 | 2 | #1 | Open source ↗ |
| youtube.com | 5 | 5 | 2 | #1 | Open source ↗ |
| reddit.com | 5 | 5 | 3 | #3 | Open source ↗ |
| glean.com | 5 | 4 | 3 | #2 | Open source ↗ |
| moveworks.com | 4 | 4 | 3 | #4 | Open source ↗ |
| learn.microsoft.com | 4 | 3 | 2 | #1 | Open source ↗ |
| gartner.com | 3 | 3 | 1 | #1 | Open source ↗ |
| vdf.ai | 3 | 3 | 2 | #1 | Open source ↗ |
| onyx.app | 3 | 3 | 2 | #3 | Open source ↗ |
| dust.tt | 3 | 2 | 2 | #1 | Open source ↗ |
| github.com | 3 | 2 | 3 | #1 | Open source ↗ |
| meilisearch.com | 3 | 2 | 3 | #3 | Open source ↗ |
| truefoundry.com | 3 | 2 | 3 | #3 | Open source ↗ |
| dev.to | 3 | 2 | 3 | #4 | Open source ↗ |
| shaped.ai | 3 | 1 | 3 | #4 | Open source ↗ |
| actionsync.ai | 2 | 2 | 2 | #1 | Open source ↗ |
| elastic.co | 2 | 2 | 2 | #1 | Open source ↗ |
| ibm.com | 2 | 2 | 2 | #1 | Open source ↗ |
Ranks a reviewed Enterprise Search brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 9.090909 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 33.333333 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 37.5 | 0% | — | 1 | available |
| public prompt brand citation share | 6.896552 | 0% | — | 1 | available |
|---|
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 33.333333 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 12.244898 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 33.333333 | 100% | 33.333 | 1 | available |
|---|
| public prompt gemini brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 16.666667 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 14.285714 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 50 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 37.5 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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