Back to Leaderboard

Public Category Leaderboard

Enterprise AI Search & Knowledge Tools AI Rankings

Open Trend Explorer

Current Champion

Glean

AI Index 94.4

Podium Snapshot

#1 Glean · #2 Microsoft 365 Copilot Search · #3 Sinequa

Latest Refresh

Apr 28, 2026

7 tracked engines and 20 entities in the latest public snapshot.

Industry Overview

Enterprise AI Search & Knowledge Tools tracks which enterprise AI search and knowledge tools are most consistently surfaced by AI answer engines for enterprise search, knowledge discovery, permission-aware answers, relevance ranking, and workplace AI-search prompts. This page is meant to answer enterprise AI search tool rankings intent directly, using AI visibility evidence rather than a generic market-share list. In the current public snapshot, #1 Glean (94.7 mention-rate signal), #2 Microsoft 365 Copilot Search (89.7 mention-rate signal), #3 Sinequa (88.7 mention-rate signal). Use the overall ranking for the combined AI visibility view, then open engine tabs to see whether each product is broadly visible or depends on a smaller set of answer systems.

Enterprise AI Search & Knowledge Tools is a public AI visibility leaderboard for enterprise AI search and knowledge tools. It helps searchers compare which products AI systems mention, rank, and recommend when answering enterprise search, knowledge discovery, permission-aware answers, relevance ranking, and workplace AI-search prompts. The ranking should be read together with engine coverage, mention-rate signals, rank gaps, and the latest completed runs. A high rank means the product is visible in tracked AI answers; it does not by itself prove product quality, market share, pricing fit, or customer satisfaction. For SEO and AEO review, this page now makes the enterprise AI search tool rankings intent explicit: compare public ranking evidence first, then use a private AI visibility tracker when you need monitored prompts, owned brands, competitors, and recurring alerting.

Engine tabs show how tracked AI systems differ when answering Enterprise AI Search & Knowledge Tools prompts. Some engines emphasize widely known products; others respond more strongly to workflow fit, cited context, or category-specific wording. Use the engine view to separate broad AI visibility from single-engine strength. If one product ranks well overall but is weak in a specific engine, that gap is often more actionable than the overall rank alone.

Why This Matters

Enterprise AI Search & Knowledge Tools matters because AI answer engines increasingly shape which products buyers discover before they visit a vendor site, review platform, or traditional search result. Public leaderboard data gives a shared benchmark for enterprise search tools, AI-powered relevance ranking, citation context, and AI visibility benchmark usage. The page is intentionally scoped: it explains AI visibility and answer-engine ranking signals. It does not change canonical URLs, robots rules, sitemap inclusion, or underlying ranking data, and it should not be treated as a substitute for product evaluation or private brand monitoring.

Current Ranking Takeaways

Glean is the current #1 entity in Enterprise AI Search & Knowledge Tools with a 94.4 AI Index and 94.7% mention rate. This makes it the clearest public benchmark for how AI systems currently answer category comparison prompts.

Microsoft 365 Copilot Search is the nearest visible challenger at #2, trailing Glean by 4.8 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.

Sinequa rounds out the podium at #3. Comparing the top three against engine-level tabs helps separate broad recommendation consistency from single-engine strength.

The latest public snapshot refreshed on 2026-04-28, covering 7 tracked engines and 20 entities. Freshness matters because AI recommendations can shift as models, retrieval sources, and category evidence change.

20

Entities

7

AI Engines

Apr 28, 2026

Last Updated

Leaderboard Podium

Open the leading entity pages in this category leaderboard

Overall Ranking

Overall

Combined AI visibility across all tracked engines. Default view shows the top 10 entities.

10 / 10 entities Apr 28, 2026
Sort
RankEntityAI IndexMention Rate
👑 #1
Glean
94.4
94.7%
🥈 #2
89.6
89.7%
🥉 #3
Sinequa
89.5
88.7%
#4
Guru
88.2
88.2%
#5
Atlassian Rovo
87.3
87.2%
#6
84.5
84.0%
#7
83.5
82.7%
#8
Bloomfire
79.0
77.7%
#9
Coda Brain
75.9
74.8%
#10
Tettra
73.9
72.2%

FAQ

What does this Enterprise AI Search & Knowledge Tools leaderboard rank?

It ranks enterprise AI search and knowledge tools by public AI visibility signals across tracked answer engines, including ranking position, mention-rate signals, and engine-level coverage.

How should I use the overall ranking?

Use the overall ranking as a quick benchmark for enterprise AI search tool rankings. Then compare engine tabs, rank gaps, and mention signals before deciding whether the visibility is broad or concentrated.

Why can rankings differ by AI engine?

Each AI engine can rely on different retrieval sources, model behavior, prompt interpretation, and evidence weighting, so engine-specific rankings can diverge from the overall view.

When do I need a private tracker instead of this public page?

Use the public page for category benchmarking. Use a private AI visibility tracker when you need monitored prompts, your own brand, competitors, alerts, and repeatable reporting.