[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-enterprise-ai-search-knowledge-tools-microsoft-365-copilot-search":3,"leaderboard-industry-enterprise-ai-search-knowledge-tools":113},{"pageState":4,"canonicalPath":5,"industryId":6,"industrySlug":7,"industryName":8,"collectionType":9,"brandId":10,"brandName":11,"brandSlug":12,"logoUrl":13,"websiteUrl":14,"overallScore":15,"industryRank":16,"brandCount":17,"enginesCovered":18,"lastUpdatedAt":19,"summary":20,"strengths":21,"weaknesses":22,"trendNotes":23,"seoTitle":24,"seoDescription":25,"faq":26,"engineBreakdowns":39,"competitors":81,"overallTrend":99,"interactionSummary":100,"liveInsights":102,"qualification":104},"CURRENT","/leaderboard/enterprise-ai-search-knowledge-tools/brands/microsoft-365-copilot-search",80,"enterprise-ai-search-knowledge-tools","Enterprise AI Search & Knowledge Tools","CATEGORY",5790,"Microsoft 365 Copilot Search","microsoft-365-copilot-search","https://www.microsoft.com/apple-touch-icon.png","https://www.microsoft.com/en-us/microsoft-365/copilot",89.06,3,20,7,"2026-08-12T07:11:30.721241Z","Microsoft 365 Copilot Search ranks #2 in the Enterprise AI Search & Knowledge Tools leaderboard with a 89.6 AI Index across 6 engines. Its strongest current signal comes from Grok, and the score should be read as AI visibility rather than product quality, adoption, revenue, or market share.","Microsoft 365 Copilot Search is currently #2 out of 20 Enterprise AI Search & Knowledge Tools entities, with a 89.6 AI Index in the latest public snapshot. Microsoft 365 Copilot Search trails Glean by 4.8 AI Index points.\n\nThe strongest engine-level signal comes from Grok, where Microsoft 365 Copilot Search records a 94.7 AI Index and 94% mention rate. gemini is the next strongest covered engine at 91.7 with a 93% mention rate.","The softer engine-level signal is MiniMax, where Microsoft 365 Copilot Search records a 82.4 AI Index and 80% mention rate. ChatGPT is another engine to watch at 89 with a 89% mention rate.\n\nKeep the scope narrow: this page measures how tracked AI engines surface Microsoft 365 Copilot Search in Enterprise AI Search & Knowledge Tools category prompts. It does not rank product quality, security, reliability, compliance, sales, or real-world usage.","Microsoft 365 Copilot Search has limited historical movement in the current public payload. Use the latest AI Index, engine coverage, and mention-rate signals as the primary read until more completed runs are available.","Microsoft 365 Copilot Search AI Visibility in Enterprise AI Search & Knowledge Tools | AIvsRank","Review Microsoft 365 Copilot Search's AI visibility in Enterprise AI Search & Knowledge Tools: rank #2, 89.6 AI Index, covered engines, and current competitor gaps in the AIvsRank leaderboard.",[27,30,33,36],{"question":28,"answer":29},"Why is Microsoft 365 Copilot Search ranked in the Enterprise AI Search & Knowledge Tools leaderboard?","Microsoft 365 Copilot Search is included because tracked AI engines surface it in Enterprise AI Search & Knowledge Tools prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.",{"question":31,"answer":32},"Which engines are strongest and weakest for Microsoft 365 Copilot Search?","The strongest current signal is Grok at 94.7 AI Index and 94% mention rate. The softest covered signal is MiniMax at 82.4 AI Index and 80% mention rate.",{"question":34,"answer":35},"Which entities should be compared with Microsoft 365 Copilot Search?","The most useful nearby comparison is Glean. Compare the score gap and engine-level table before treating rank movement as meaningful.",{"question":37,"answer":38},"How often is this page updated?","This page updates when a new completed Enterprise AI Search & Knowledge Tools leaderboard run is available. The current public snapshot was refreshed on 2026-04-28.",[40,46,53,59,65,70,76],{"engineCode":41,"engineName":41,"rank":42,"score":43,"mentionRate":6,"mentions":44,"runDate":45},"MiniMax",5,82.4,0,"2026-04-28T06:05:01.537670Z",{"engineCode":47,"engineName":48,"rank":49,"score":50,"mentionRate":51,"mentions":44,"runDate":52},"grok-4-7-videofree","Grok 4.7 via VideoFree",2,94.65,94,"2026-04-28T06:05:02.055509Z",{"engineCode":54,"engineName":55,"rank":42,"score":56,"mentionRate":57,"mentions":44,"runDate":58},"chatgpt","ChatGPT",87.9,88,"2026-08-12T07:11:23.486245Z",{"engineCode":60,"engineName":61,"rank":49,"score":62,"mentionRate":63,"mentions":44,"runDate":64},"gemini-3-5-flash-lite-openrouter","Gemini 3.5 Flash-Lite via OpenRouter",90.8,91,"2026-08-12T07:11:27.061549Z",{"engineCode":66,"engineName":67,"rank":42,"score":68,"mentionRate":69,"mentions":44,"runDate":19},"claude-haiku-4-5-openrouter","Claude Haiku 4.5 via OpenRouter",87.65,87,{"engineCode":71,"engineName":72,"rank":49,"score":73,"mentionRate":74,"mentions":44,"runDate":75},"kimi-k2-7-code-openrouter","Kimi K2.7 Code via OpenRouter",89.05,90,"2026-04-28T06:05:02.580834Z",{"engineCode":77,"engineName":78,"rank":49,"score":63,"mentionRate":79,"mentions":44,"runDate":80},"deepseek-v4-flash-bailian","DeepSeek V4 Flash via Bailian",92,"2026-04-28T06:05:00.342009Z",[82,87,93],{"brandName":83,"brandSlug":84,"rank":49,"overallScore":85,"scoreGap":86},"Coveo","coveo",89.33,-0.27,{"brandName":88,"brandSlug":89,"rank":90,"overallScore":91,"scoreGap":92},"Sinequa","sinequa",4,88.51,0.55,{"brandName":94,"brandSlug":95,"rank":96,"overallScore":97,"scoreGap":98},"Glean","glean",1,93.56,-4.5,[],{"upvoteCount":44,"followCount":44,"isUpvoted":101,"isFollowed":101},false,{"rankInterpretation":103,"engineDivergenceInterpretation":103,"competitorGapInterpretation":103,"trendInterpretation":103},"",{"state":105,"indexable":106,"sitemapEligible":106,"linkEligible":106,"contentCompleteness":107,"reasonCodes":108,"dataAsOf":111,"freshUntil":112,"lastModifiedAt":111},"current",true,"complete",[109,110],"historical_accepted_path_preserved","retained_accepted_lkg","2026-08-25T10:58:58.437Z","2026-09-24T10:58:58.437Z",{"id":6,"slug":7,"nameCn":114,"nameEn":8,"collectionType":9,"qualification":115,"brandCount":17,"contentIntro":117,"contentSummary":118,"contentEngineNotes":119,"contentWhyItMatters":120,"seoTitleOverride":121,"seoDescriptionOverride":122,"faq":123,"engines":136,"overallRankings":166,"publishedBrandLinks":300,"latestRuns":321,"liveInsights":478},"AI知识库与企业搜索工具",{"state":105,"indexable":106,"sitemapEligible":106,"linkEligible":106,"contentCompleteness":107,"reasonCodes":116,"dataAsOf":111,"freshUntil":112,"lastModifiedAt":111},[109,110],"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.\n\nIn 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.\n\nThe 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.\n\nFor 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.\n\nUse 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.","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.\n\nThe 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.","Enterprise AI Search Tool Rankings | AIvsRank","Compare enterprise AI search and knowledge tools by AI visibility, relevance-ranking context, citations, and engine coverage.",[124,127,130,133],{"question":125,"answer":126},"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.",{"question":128,"answer":129},"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.",{"question":131,"answer":132},"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.",{"question":134,"answer":135},"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.",[137,141,144,148,153,156,157,159,161,163],{"id":138,"code":139,"slug":140,"displayName":139},1000005,"Sonar","perplexity",{"id":142,"code":41,"slug":143,"displayName":41},1000007,"minimax",{"id":145,"code":146,"slug":147,"displayName":146},1000008,"GLM","glm",{"id":149,"code":150,"slug":151,"displayName":152},1000009,"Qwen3.6","qwen","Qwen",{"id":154,"code":47,"slug":155,"displayName":48},1000012,"grok",{"id":49,"code":54,"slug":54,"displayName":55},{"id":16,"code":60,"slug":158,"displayName":61},"gemini",{"id":90,"code":66,"slug":160,"displayName":67},"claude",{"id":42,"code":71,"slug":162,"displayName":72},"kimi",{"id":164,"code":77,"slug":165,"displayName":78},6,"deepseek",[167,171,174,176,180,187,194,201,209,215,223,231,239,247,255,262,270,277,285,293],{"rank":96,"brandName":94,"brandSlug":95,"logoUrl":168,"websiteUrl":169,"compositeIndex":97,"mentionRate":170},"https://cdn.prod.website-files.com/6127a84dfe068e153ef20572/67189bfac8da27b3a70ddd93_256%20x%20256%20Glean%20Favicon.png","https://www.glean.com/",93.71,{"rank":49,"brandName":83,"brandSlug":84,"logoUrl":172,"websiteUrl":173,"compositeIndex":85,"mentionRate":85},"https://www.coveo.com/-/media/library/images/logos/thrive/coveo_publication_logo.svg","https://www.coveo.com/",{"rank":16,"brandName":11,"brandSlug":12,"logoUrl":13,"websiteUrl":14,"compositeIndex":15,"mentionRate":175},88.86,{"rank":90,"brandName":88,"brandSlug":89,"logoUrl":177,"websiteUrl":178,"compositeIndex":91,"mentionRate":179},"https://www.sinequa.com/wp-content/themes/sinequa/img/sinequa-logo.svg","https://www.sinequa.com/",88.14,{"rank":42,"brandName":181,"brandSlug":182,"logoUrl":183,"websiteUrl":184,"compositeIndex":185,"mentionRate":186},"Amazon Q Business","amazon-q-business","https://a0.awsstatic.com/main/images/site/touch-icon-ipad-144-precomposed.png","https://aws.amazon.com/q/business/",88.47,88.67,{"rank":164,"brandName":188,"brandSlug":189,"logoUrl":190,"websiteUrl":191,"compositeIndex":192,"mentionRate":193},"Guru","guru","https://cdn.prod.website-files.com/5d8d029013ffd80bbb91320d/6216a21ee8829c7531435bc8_Guru_G_Black%202256.png","https://www.getguru.com/",87.75,87.57,{"rank":18,"brandName":195,"brandSlug":196,"logoUrl":197,"websiteUrl":198,"compositeIndex":199,"mentionRate":200},"Atlassian Rovo","atlassian-rovo","https://www.atlassian.com/apple-touch-icon.png","https://www.atlassian.com/software/rovo",86.66,86.57,{"rank":202,"brandName":203,"brandSlug":204,"logoUrl":205,"websiteUrl":206,"compositeIndex":207,"mentionRate":208},8,"Elastic Enterprise Search","elastic-enterprise-search","https://www.elastic.co/apple-touch-icon.png","https://www.elastic.co/enterprise-search",85.98,85.67,{"rank":210,"brandName":211,"brandSlug":212,"logoUrl":213,"websiteUrl":214,"compositeIndex":207,"mentionRate":208},9,"Lucidworks Fusion","lucidworks-fusion","https://favicon.im/lucidworks.com?larger=true","https://lucidworks.com/",{"rank":216,"brandName":217,"brandSlug":218,"logoUrl":219,"websiteUrl":220,"compositeIndex":221,"mentionRate":222},10,"Moveworks Enterprise Search","moveworks-enterprise-search","https://www.moveworks.com/content/dam/images/internal/logos/moveworks-logo-lockup-black.svg?v=1764969533115","https://www.moveworks.com/",84.83,84.43,{"rank":224,"brandName":225,"brandSlug":226,"logoUrl":227,"websiteUrl":228,"compositeIndex":229,"mentionRate":230},11,"Dashworks","dashworks","https://assets-global.website-files.com/6564f1a6b003d2f4a39394ed/6564f1a6b003d2f4a39397ff_Logo.svg","https://www.dashworks.ai/",84.57,84.33,{"rank":232,"brandName":233,"brandSlug":234,"logoUrl":235,"websiteUrl":236,"compositeIndex":237,"mentionRate":238},12,"Pryon","pryon","https://cdn.prod.website-files.com/65cbae0a3956181cf7a74c75/663947f470b4f652e056f6f1_pryon_favicon.jpg","https://www.pryon.com/",83.92,83.67,{"rank":240,"brandName":241,"brandSlug":242,"logoUrl":243,"websiteUrl":244,"compositeIndex":245,"mentionRate":246},13,"Notion Enterprise 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