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Enterprise Search Knowledge Copilots

Midmarket COO

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.375

AI recommendation signal analysis across 306 domains for the Midmarket COO persona in Enterprise Search Knowledge Copilots.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
306Domains Tracked
33.5MReddit Posts
24KWikipedia Articles
5.5MOpen Web Matches
Midmarket COO_persona.report
DomainScore
getguru.com
4.6
gosearch.ai
4.1
guru.com
3.2
glean.com
2.7
eesel.ai
1.5
Want a custom AI visibility audit for Enterprise Search Knowledge Copilots?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering Midmarket COO queries, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to Midmarket COO fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
onyx.apphttps://onyx.app/insights/enterprise-search-tools-2026324951995
The 8 best AI tools for knowledge base management in 2026 | eesel AIhttps://www.eesel.ai/blog/best-ai-tools-for-knowledge-base-management22795394
Best AI Knowledge Management Tools (2026 Comparison)https://happysupport.ai/blog/ai-knowledge-management-tools2495695
gosearch.aihttps://www.gosearch.ai/blog/ai-enterprise-search-guide/21795194
Best AI Knowledge Management Tools in 2026: What Actually Helps Teams Find Answers Faster — Effective AI Toolshttps://effectiveaitools.com/posts/best-ai-knowledge-management-tools-2026/1----
https://www.techtarget.com/searchitoperations/news/366622420/Agentspace-vs-Rovo-A-new-battlefront-in-enterprise-searchhttps://www.techtarget.com/searchitoperations/news/366622420/Agentspace-vs-Rovo-A-new-battlefront-in-enterprise-search158972194
Enterprise AI Search | Verified Answers From Every Systemhttps://www.getguru.com/solutions/ai-enterprise-search?utm_source=openai14096794
10 Best Knowledge Management Tools for 2026https://www.read.ai/articles/knowledge-management-tools128961295
https://clickup.com/blog/moveworks-vs-glean/#18-feature-1-enterprise-search-across-toolshttps://clickup.com/blog/moveworks-vs-glean/#18-feature-1-enterprise-search-across-tools149974196
gosearch.aihttps://www.gosearch.ai/faqs/who-are-the-top-ai-enterprise-search-software-companies/11795194
Glean Pricing Explained — And Why Buyers Want More Transparencyhttps://www.gosearch.ai/blog/glean-pricing-explained/11795194
GoSearch | Enterprise Search Pricing and Planshttps://www.gosearch.ai/product/pricing?utm_source=openai11795194
7 Best Microsoft Copilot Alternatives for Enterprise | Coworker AIhttps://coworker.ai/blog/best-microsoft-copilot-alternatives-enterprise126952694
https://slack.com/intl/en-sg/blog/productivity/your-guide-to-enterprise-search-software-in-2025https://slack.com/intl/en-sg/blog/productivity/your-guide-to-enterprise-search-software-in-2025163976396
Slite | Self-maintaining AI knowledge basehttps://slite.com/?utm_source=openai135962795
https://www.gosearch.ai/faqs/what-are-the-top-glean-alternatives/https://www.gosearch.ai/faqs/what-are-the-top-glean-alternatives/11795194
opsmatters.comhttps://opsmatters.com/posts/7-best-ai-search-tools-slack-google-drive-github117951294
Top Enterprise Search Software in 2026 — 15 Best Tools, Features, and Buyer Guidehttps://www.gosearch.ai/blog/enterprise-search-software-2026/11795194
Enterprise Search – Notion Help Centerhttps://www.notion.com/help/enterprise-search?utm_source=openai147972695
Top 7 Enterprise Search Tools for Slack Integration - Slack-First AI Answer Agent for Enterprises ∙ Question Basehttps://www.questionbase.com/resources/blog/best-enterprise-search-tools-slack-integration11395394
https://slite.com/ja/learn/top-enterprise-search-softwarehttps://slite.com/ja/learn/top-enterprise-search-software135962795
clearfeed.aihttps://clearfeed.ai/blogs/8-best-knowledge-base-bots-for-slack-in-2025118951094
Coveo Alternatives in 2026: Pricing, Competitors & Best Alternatives Compared | The GoSearch Bloghttps://www.gosearch.ai/blog/coveo-alternatives-pricing/11795194
eesel AI for Google Drive: AI Agents & Google Drive Integration | eesel AIhttps://www.eesel.ai/integrations/google-drive?utm_source=openai12795394
The Best 4 Microsoft Copilot Alternatives for Enterprise Teams in 2026 | The GoSearch Bloghttps://www.gosearch.ai/blog/microsoft-copilot-alternatives/11795194
https://www.viewpointanalysis.com/post/enterprise-search-options-2026https://www.viewpointanalysis.com/post/enterprise-search-options-20261695193
ailedgrowth.comhttps://ailedgrowth.com/learn/best-ai-context-artifact-tools-20261794094
10 Best AI-Powered Enterprise Search Tools in 2026 | Hebbiahttps://www.hebbia.com/resources/ai-powered-enterprise-search12596494
Dashworks | Producthttps://www.dashworks.ai/features?utm_source=openai11795894
https://friday.app/p/glean-alternativeshttps://friday.app/p/glean-alternatives119951295
basethread.aihttps://basethread.ai/blog/glean-alternatives-20261----
Glean Pricing 2026: Costs, Plans & ROI Analysis - Glean | CheckThat.aihttps://checkthat.ai/brands/glean/pricing129952194
Company Wiki Tool With Powerful Integrations | Kipwisehttps://kipwise.com/?utm_source=openai119951394
Top 7 AI Knowledge Management Toolshttps://bitfern.com/blog/ai-knowledge-management-tools/1394194
https://mazdek.ch/en/blog/ai-enterprise-search-glean-coveo-notion-schweiz-2026https://mazdek.ch/en/blog/ai-enterprise-search-glean-coveo-notion-schweiz-20261793793
Open-Source Glean Alternatives for Enterprise Search (2026)https://onyx.app/insights/glean-alternatives124951995
Company knowledge in ChatGPT (Business, Enterprise, and Edu) | OpenAI Help Centerhttps://help.openai.com/en/articles/12628342/?utm_source=openai164974396
https://coworker.ai/blog/guru-vs-gleanhttps://coworker.ai/blog/guru-vs-glean126952694
https://www.youngju.dev/blog/culture/2026-05-16-enterprise-ai-search-knowledge-platforms-2026-glean-guru-coveo-atlassian-rovo-notion-atlas-microsoft-copilot-deep-dive.enhttps://www.youngju.dev/blog/culture/2026-05-16-enterprise-ai-search-knowledge-platforms-2026-glean-guru-coveo-atlassian-rovo-notion-atlas-microsoft-copilot-deep-dive.en1094092
Gemini Enterprise app: Best of Google AI for Business | Google Cloudhttps://cloud.google.com/gemini-enterprise199996296
Set up and manage Slack enterprise search | Slackhttps://slack.com/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-search?utm_source=openai163976396
https://techplustrends.com/guru-vs-glean-2026-enterprise-ai-knowledge-tools/https://techplustrends.com/guru-vs-glean-2026-enterprise-ai-knowledge-tools/1194093
https://investor.wedbush.com/wedbush/article/abnewswire-2026-6-18-wonderchat-launches-workspace-a-private-company-trained-chatgpt-that-replaces-broken-enterprise-searchhttps://investor.wedbush.com/wedbush/article/abnewswire-2026-6-18-wonderchat-launches-workspace-a-private-company-trained-chatgpt-that-replaces-broken-enterprise-search12295995
Overview | eesel AI Help Centerhttps://docs.eesel.ai/connect-your-tools/integrations?utm_source=openai12795294
https://microsoft.com/microsoft-365/copilothttps://microsoft.com/microsoft-365/copilot180974896
Best 6 AI-Powered Knowledge Management Tools In 2026https://kmslh.com/blog/best-ai-powered-management-tools/11795994
https://coworker.ai/blog/knowledge-management-toolshttps://coworker.ai/blog/knowledge-management-tools126952694
https://atlassian.com/software/rovohttps://atlassian.com/software/rovo165973095
https://buildin.ai/blog/best-ai-powered-knowledge-base-toolshttps://buildin.ai/blog/best-ai-powered-knowledge-base-tools119951395
https://notion.so/product/aihttps://notion.so/product/ai157973796
https://elastic.co/enterprise-searchhttps://elastic.co/enterprise-search157972795
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
onyx.apphttps://onyx.app/insights/enterprise-search-tools-2026324951995
Best AI Knowledge Management Tools (2026 Comparison)https://happysupport.ai/blog/ai-knowledge-management-tools2495695
The 8 best AI tools for knowledge base management in 2026 | eesel AIhttps://www.eesel.ai/blog/best-ai-tools-for-knowledge-base-management22795394
gosearch.aihttps://www.gosearch.ai/blog/ai-enterprise-search-guide/21795194
Federated Copilot connectors - bringing real-time enterprise data within Microsoft 365 Copilot | Microsoft Community Hubhttps://techcommunity.microsoft.com/blog/microsoft365copilotblog/federated-copilot-connectors---bringing-real-time-enterprise-data-within-microso/4515993280975396
What is the Pricing Structure of Glean Enterprise Search?https://www.gosearch.ai/faqs/glean-enterprise-search-pricing-explained-costs-tiers-hidden-fees-gosearch-comparison/21795194
Connectors gallery - Microsoft 365 Copilot connectors | Microsoft Learnhttps://learn.microsoft.com/en-us/microsoftsearch/connectors-gallery180976296
Agentspace vs. Rovo: A new battlefront in enterprise search | TechTargethttps://www.techtarget.com/searchitoperations/news/366622420/Agentspace-vs-Rovo-A-new-battlefront-in-enterprise-search158972194
Microsoft Copilot Enterprise Adoption in 2026: What the Data Showshttps://www.stackmatix.com/blog/microsoft-copilot-enterprise-adoption-202613295294
https://slite.com/askhttps://slite.com/ask135962795
Guru vs Glean: Which AI Knowledge Management Tool is Better? | Coworker AIhttps://coworker.ai/blog/guru-vs-glean126952694
Wonderchat Launches Workspace: A Private, Company-Trained ChatGPT That Replaces Broken Enterprise Searchhttps://investor.wedbush.com/wedbush/article/abnewswire-2026-6-18-wonderchat-launches-workspace-a-private-company-trained-chatgpt-that-replaces-broken-enterprise-search12295995
gosearch.aihttps://www.gosearch.ai/faqs/who-are-the-top-ai-enterprise-search-software-companies/11795194
https://www.gosearch.ai/product/pricinghttps://www.gosearch.ai/product/pricing11795194
The Best Glean Alternatives in 2026, Rankedhttps://www.gosearch.ai/faqs/what-are-the-top-glean-alternatives/?utm_source=rss&utm_medium=rss&utm_campaign=what-are-the-top-glean-alternatives11795194
https://docs.eesel.ai/getting-started/quickstart-internalhttps://docs.eesel.ai/getting-started/quickstart-internal12795294
Guru vs Glean 2026: Why Verified AI Beats Enterprise Searchhttps://techplustrends.com/guru-vs-glean-2026-enterprise-ai-knowledge-tools/1194093
Moveworks vs. Glean—Which AI Platform Is Right for Your Team?https://clickup.com/blog/moveworks-vs-glean/#18-feature-1-enterprise-search-across-tools149974196
opsmatters.comhttps://opsmatters.com/posts/7-best-ai-search-tools-slack-google-drive-github117951294
Glean Software Pricing & Plans 2026: See Your Costhttps://www.vendr.com/marketplace/glean13896294
https://slite.com/https://slite.com/135962795
Partner-built connectors gallery - Microsoft 365 Copilot connectors | Microsoft Learnhttps://learn.microsoft.com/en-us/microsoft-365/copilot/connectors/connectors-gallery-partners180976296
GitHub - gathertown/grapevine: Grapevine is a self-hostable realtime unified context system · GitHubhttps://github.com/gathertown/grapevine/182978697
clearfeed.aihttps://clearfeed.ai/blogs/8-best-knowledge-base-bots-for-slack-in-2025118951094
Top Enterprise Search Software in 2026 — 15 Best Tools, Features, and Buyer Guidehttps://www.gosearch.ai/blog/enterprise-search-software-2026/11795194
https://apis.io/apis/hebbia/hebbia-connectors/https://apis.io/apis/hebbia/hebbia-connectors/125951995
Top 10 Enterprise Search Software in 2026https://slite.com/ja/learn/top-enterprise-search-software135962795
ailedgrowth.comhttps://ailedgrowth.com/learn/best-ai-context-artifact-tools-20261794094
Release Notes for Microsoft 365 Copilot | Microsoft Learnhttps://learn.microsoft.com/en-us/microsoft-365/copilot/release-notes180976296
https://slack.com/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-searchhttps://slack.com/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-search163976396
Best Microsoft Copilot Alternative for Enterprise (2026) | Coworker AIhttps://coworker.ai/blog/microsoft-copilot-alternative-enterprise126952694
Top Enterprise Search Software in 2025 | Slackhttps://slack.com/intl/en-sg/blog/productivity/your-guide-to-enterprise-search-software-in-2025163976396
basethread.aihttps://basethread.ai/blog/glean-alternatives-20261----
Best 6 AI-Powered Knowledge Management Tools In 2026https://kmslh.com/blog/best-ai-powered-management-tools/11795994
https://www.notion.com/help/enterprise-searchhttps://www.notion.com/help/enterprise-search147972695
GitHub - southleft/company-docs-mcp: AI-powered company knowledge MCP. Unified place for internal policies, values, documentation, and governance. Agents can search, cite, and answer questions using real company docs.https://github.com/southleft/company-docs-mcp182978697
Gemini Enterprise app: Best of Google AI for Business | Google Cloudhttps://cloud.google.com/gemini-enterprise199996296
https://slack.com/marketplace/A04L69KSYHG-gosearchhttps://slack.com/marketplace/A04L69KSYHG-gosearch163976396
4 Best Glean Alternatives for Enterprise Search Software in 2025https://friday.app/p/glean-alternatives?utm_campaign=3-types-of-mofu-article-formats-you-should-write&utm_medium=referral&utm_source=dozie.beehiiv.com119951295
Glean Pricing 2026: Costs, Plans & ROI Analysis - Glean | CheckThat.aihttps://checkthat.ai/brands/glean/pricing129952194
https://slite.com/ai-searchhttps://slite.com/ai-search135962795
20 Best Knowledge Management Tools for Enterprise Teams (2026) | Coworker AIhttps://coworker.ai/blog/knowledge-management-tools126952694
BA Insight vs Shelf.io | Enterprise Search Solution Comparisonhttps://uplandsoftware.com/bainsight/comparisons/shelf-io/142963695
Coveo Alternatives in 2026: Pricing, Competitors & Best Alternatives Compared | The GoSearch Bloghttps://www.gosearch.ai/blog/coveo-alternatives-pricing/11795194
https://www.gosearch.ai/blog/?p=5726https://www.gosearch.ai/blog/?p=572611795194
Copilot connectors overview - Microsoft 365 Copilot connectors | Microsoft Learnhttps://learn.microsoft.com/en-us/microsoft-365/copilot/connectors/overview180976296
GitHub - Tencent/WeKnora: Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. · GitHubhttps://github.com/Tencent/WeKnora182978697
Microsoft Copilot Adoption Statistics & Trends (2026)https://www.stackmatix.com/blog/copilot-market-adoption-trends13295294
https://www.eesel.ai/integrations/google-drivehttps://www.eesel.ai/integrations/google-drive12795394
10 Best Knowledge Management Tools for 2026https://www.read.ai/articles/knowledge-management-tools128961295
AI Document Search for Civil Engineering Firms: Glean Alternative for Mid-Market Consultancies 2026 — SalemWise Solutionshttps://www.salemwise.com/insights/ai-document-search-civil-engineering-firms109200
The Best 4 Microsoft Copilot Alternatives for Enterprise Teams in 2026 | The GoSearch Bloghttps://www.gosearch.ai/blog/microsoft-copilot-alternatives/11795194
GitHub - yyQUQ/enterprise-knowledge-assistant: 基于大语言模型API构建的轻量级企业知识管理智能助手 · GitHubhttps://github.com/yyQUQ/enterprise-knowledge-assistant182978697
6 Best Glean Alternatives for Enterprise Teams (2026) | Coworker AIhttps://coworker.ai/blog/glean-alternatives126952694
https://www.gosearch.ai/blog/gosearch-launches-free-pro-agentic-search-plans/https://www.gosearch.ai/blog/gosearch-launches-free-pro-agentic-search-plans/11795194
9 Essential AI tools for streamlining knowledge management in startupshttps://www.glean.com/perspectives/what-are-the-top-ai-powered-tools-transforming-knowledge-management-in-startups136961595
Enterprise AI Search & Knowledge Platforms 2026 — Glean, Guru, Coveo, Atlassian Rovo, Notion Atlas, Microsoft 365 Copilot, Slack AI Deep Divehttps://www.youngju.dev/blog/culture/2026-05-16-enterprise-ai-search-knowledge-platforms-2026-glean-guru-coveo-atlassian-rovo-notion-atlas-microsoft-copilot-deep-dive.en1094092
Guide to Enterprise Intelligence Systems 2026 | Bloomfirehttps://bloomfire.com/resources/knowledge-management-guide-and-top-software-platforms/129952395
https://www.eesel.ai/blog/ai-slack-bot-knowledge-basehttps://www.eesel.ai/blog/ai-slack-bot-knowledge-base12795394
Top 7 Enterprise Search Tools for Slack Integration - Slack-First AI Answer Agent for Enterprises ∙ Question Basehttps://www.questionbase.com/resources/blog/best-enterprise-search-tools-slack-integration11395394
GitHub - RKG01/pipeshub-ai: PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automationhttps://github.com/RKG01/pipeshub-ai182978697
Beyond the 70%: Market Signals About Microsoft 365 Copilot Adoptionhttps://www.lighthouseglobal.com/ebooks-and-whitepapers/beyond-the-70-market-signals-about-microsoft-365-copilot-adoption12196894
https://slite.slite.page/p/06Fmm1hluSnD3X/Askhttps://slite.slite.page/p/06Fmm1hluSnD3X/Ask1--1195
Best AI Knowledge Management Tools in 2026: What Actually Helps Teams Find Answers Faster — Effective AI Toolshttps://effectiveaitools.com/posts/best-ai-knowledge-management-tools-2026/1----
Enterprise Search Options 2026https://www.viewpointanalysis.com/post/enterprise-search-options-20261695193
11 Best AI Knowledge Management Tools (2026 Comparison) | Fastiohttps://fast.io/resources/best-ai-knowledge-management-tools/12196994
https://korra.ai/faqs/https://korra.ai/faqs/11195594
Connectors and Copilot Search - Microsoft 365 Copilot connectors | Microsoft Learnhttps://learn.microsoft.com/en-us/microsoftsearch/connectors-copilot-search180976296
GitHub - ajacobm/pipeshub-ai: The OpenSource Alternative to Glean's Workplace AI · GitHubhttps://github.com/ajacobm/pipeshub-ai182978697
4 Best Enterprise Search Software Tools in 2025 | Dropbox Dashhttps://dash.dropbox.com/resources/best-enterprise-search-software168972595
https://docs.eesel.ai/connect-your-tools/integrationshttps://docs.eesel.ai/connect-your-tools/integrations12795294
Top 7 AI Knowledge Management Toolshttps://bitfern.com/blog/ai-knowledge-management-tools/1394194
8 Top Enterprise Search Engines For 2026https://prod.alpha-sense.com/blog/product/enterprise-search-software/13095094
Glean Pricing Explained — And Why Buyers Want More Transparencyhttps://www.gosearch.ai/blog/glean-pricing-explained/11795194
https://slite.com/ja/solutions/knowledge-basehttps://slite.com/ja/solutions/knowledge-base135962795
7 Best Microsoft Copilot Alternatives for Enterprise | Coworker AIhttps://coworker.ai/blog/best-microsoft-copilot-alternatives-enterprise126952694
GitHub - o2alexanderfedin/pipeshub-ai: PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automationhttps://github.com/o2alexanderfedin/pipeshub-ai182978697
Best AI Agent Software for Enterprise Search (2026 Guide)https://www.gosearch.ai/blog/best-ai-agent-software-for-enterprise-search-2026-guide/11795194
https://www.dashworks.ai/featureshttps://www.dashworks.ai/features11795894
The Best 10 AI-Powered Knowledge Base Tools for Teams and Creators | Buildinhttps://buildin.ai/blog/best-ai-powered-knowledge-base-tools119951395
Top 9 enterprise search software Tools and Solution in 2024https://staging-glean-cbfd92d47072e24272581ab80.webflow.io/blog/top-enterprise-search-software1----
Copilot & Gemini Adoption Benchmarks 2025: Enterprise Averages | Worklyticshttps://www.worklytics.co/resources/benchmark-copilot-gemini-adoption-2025-enterprise-averages-dashboard12396294
https://kipwise.com/https://kipwise.com/119951394
AnythingLLM —— 企业级私有知识库的瑞士军刀https://cloud.tencent.cn/developer/article/26221491--1394
Best AI Knowledge Management Tools for 2026 [Top 15 Reviewed]https://knowmax.ai/blog/ai-knowledge-management-tools/124951795
https://aivario.com/tools/gleanhttps://aivario.com/tools/glean1----
【人工智能】2024年企业搜索软件工具和解决方案前9名http://mp.weixin.qq.com/s?__biz=MzIyOTA5NDA1Ng==&mid=2247496000&idx=5&sn=979ab2196f873187dfbf0421ba4abc6b1--6496
Microsoft 365 Copilot Gets New Enterprise Search Experiencehttps://petri.com/microsoft-365-copilot-enterprise-search-experience/130962395
https://help.openai.com/en/articles/12628342/https://help.openai.com/en/articles/12628342/164974396
GitHub - omo-ai/omo: Open-source, AI-native enterprise search. Use popular LLMs to chat with your data. · GitHubhttps://github.com/omo-ai/omo182978697
Glean Review - Should it be your Enterprise Search tool?https://slite.com/learn/glean-ai-review135962795
https://www.aibase.com/tool/14048https://www.aibase.com/tool/1404812596194
AI Enterprise Search 2026: Glean, Coveo, Copilot Swiss Comparisonhttps://mazdek.ch/en/blog/ai-enterprise-search-glean-coveo-notion-schweiz-20261793793
Top Glean Competitors in 2026: Why GoSearch Is the #1 Alternative for Enterprise AI Search - GoSearch FAQs + Answershttps://www.gosearch.ai/faqs/top-glean-competitors-in-2026/11795194
https://slack.com/intl/en-gb/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-searchhttps://slack.com/intl/en-gb/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-search163976396
Is Copilot Search the Next Generation of Enterprise Search? - Directions on Microsofthttps://www.directionsonmicrosoft.com/reports/is-copilot-search-the-next-generation-of-enterprise-search/11795194
https://www.hebbia.com/producthttps://www.hebbia.com/product12596494
Best AI Knowledge Management Tools: Turn Docs into Responseshttps://cybernews.com/ai-tools/best-ai-knowledge-management-tools/148974395
https://www.glean.com/connectors/haystackhttps://www.glean.com/connectors/haystack136961595
8 Top Enterprise Search Engines For 2026https://www.alpha-sense.com/blog/product/enterprise-search-software/13095694
https://www.getguru.com/solutions/ai-enterprise-searchhttps://www.getguru.com/solutions/ai-enterprise-search14096794
Open-Source Glean Alternatives for Enterprise Search (2026)https://onyx.app/insights/glean-alternatives124951995
https://komo.ai/https://komo.ai/117951295
https://slack.com/intl/en-sg/features/enterprise-searchhttps://slack.com/intl/en-sg/features/enterprise-search163976396
Microsoft Copilot for Enterprises: What You Need to Know as of Oct 2025 | by M | GenAI Nexus | Mediumhttps://medium.com/genai-nexus/microsoft-copilot-for-enterprises-what-you-need-to-know-as-of-oct-2025-0d4ab8ba7aa7174976897
https://en.wikipedia.org/wiki/Hebbiahttps://en.wikipedia.org/wiki/Hebbia180987697
10 Best AI Knowledge Base Tools Reviewed in 2026https://peoplemanagingpeople.com/tools/best-ai-knowledge-base-tools/134952895
https://smarterway.ai/tools/eesel-aihttps://smarterway.ai/tools/eesel-ai1----
10 Best AI-Powered Enterprise Search Tools in 2026 | Hebbiahttps://www.hebbia.com/resources/ai-powered-enterprise-search12596494
https://search.querynow.com/enterprise-search-pricing-comparisonhttps://search.querynow.com/enterprise-search-pricing-comparison1295--
The Best Glean Alternatives in 2026, Rankedhttps://www.gosearch.ai/faqs/what-are-the-top-glean-alternatives/11795194
https://www.eesel.ai/integrationshttps://www.eesel.ai/integrations12795394
The Total Economic Impact™ Of Microsoft 365 Copilothttps://tei.forrester.com/go/microsoft/M365Copilot/157973595
https://www.windowscentral.com/microsoft/windows-11/how-to-set-up-connectors-in-copilot-for-windows-11https://www.windowscentral.com/microsoft/windows-11/how-to-set-up-connectors-in-copilot-for-windows-11144961095
Best AI Knowledge Management Systems for Internal Support Teams Feb 2026https://ravenna.ai/blog/ai-knowledge-management-systems-internal-support120951594
https://support.dashworks.ai/knowledge/connect-appshttps://support.dashworks.ai/knowledge/connect-apps11795594
Google Drive Connector for Enterprise Search | BA Insighthttps://uplandsoftware.com/bainsight/connectors/google-drive/142963695
https://arxiv.org/abs/2605.05253https://arxiv.org/abs/2605.05253165976196
Glean Review 2026: Features, Pricing, and My Honest Experience - Fritz aihttps://fritz.ai/glean-review/120951594
https://en.wikipedia.org/wiki/Glean_Technologieshttps://en.wikipedia.org/wiki/Glean_Technologies180987697
Microsoft Copilot Statistics 2026: Users, Adoption & Revenuehttps://www.getpanto.ai/blog/microsoft-copilot-statistics12495194
https://ru.wikipedia.org/wiki/Hebbiahttps://ru.wikipedia.org/wiki/Hebbia180985696
The 16 Best Enterprise Search Software Solutions in 2026 | Guruhttps://www.getguru.com/reference/best-enterprise-search-software14096794
https://www.reddit.com/r/agi/comments/1qef4r7/for_people_using_ai_assistants_with_google/https://www.reddit.com/r/agi/comments/1qef4r7/for_people_using_ai_assistants_with_google/172976496
Glean Pricing: Costs, Hidden Fees & TCO Breakdown 2026https://workativ.com/ai-agent/blog/glean-pricing11695894
https://en.wikipedia.org/wiki/Eliumhttps://en.wikipedia.org/wiki/Elium180987697
Compare Algolia vs GoSearch AI Enterprise Search in (2026)https://topai.tools/compare/algolia-vs-gosearch-ai-enterprise-search125952495
https://korra.ai/wp-content/uploads/2025/03/Korra-eBook-Guide-to-Knowledge-Management-2025.pdfhttps://korra.ai/wp-content/uploads/2025/03/Korra-eBook-Guide-to-Knowledge-Management-2025.pdf11195594
M365 Search (Deprecated) [DEPRECATED] - Connectors | Microsoft Learnhttps://learn.microsoft.com/en-us/connectors/microsoftsearch/180976296
https://haystackid.com/wp-content/uploads/2024/04/2024.05.14-HaystackID-Speed-Slack-Specialization-Case-Study.pdfhttps://haystackid.com/wp-content/uploads/2024/04/2024.05.14-HaystackID-Speed-Slack-Specialization-Case-Study.pdf132961195
Glean AI: An in-depth overview of features, pricing, and alternatives | eesel AIhttps://www.eesel.ai/blog/glean-ai12795394
https://sacra-pdfs.s3.us-east-2.amazonaws.com/glean.pdfhttps://sacra-pdfs.s3.us-east-2.amazonaws.com/glean.pdf18097094
https://sacra-pdfs.s3.us-east-2.amazonaws.com/hebbia.pdfhttps://sacra-pdfs.s3.us-east-2.amazonaws.com/hebbia.pdf18097094
https://www.reddit.com/r/softwaredevelopment/comments/xm8rbdhttps://www.reddit.com/r/softwaredevelopment/comments/xm8rbd172976496
https://en.wikipedia.org/wiki/Document360https://en.wikipedia.org/wiki/Document360180987697
https://www.reddit.com/r/u_GoSearch-Official/comments/1tpeb1y/were_gosearch_ai_search_for_your_companys_entire/https://www.reddit.com/r/u_GoSearch-Official/comments/1tpeb1y/were_gosearch_ai_search_for_your_companys_entire/172976496
https://www.reddit.com/r/Slack/comments/1n8bkvuhttps://www.reddit.com/r/Slack/comments/1n8bkvu172976496
https://get.glean.com/rs/626-JWX-444/images/Glean_Enterprise_Search_Buyer%27s_Guide.pdfhttps://get.glean.com/rs/626-JWX-444/images/Glean_Enterprise_Search_Buyer%27s_Guide.pdf136961394
https://arxiv.org/abs/2605.18850https://arxiv.org/abs/2605.18850165976196
https://d34u8crftukxnk.cloudfront.net/slackpress/prod/sites/6/From-searching-to-finding-The-new-era-of-AI-powered-enterprise-knowledge.pdfhttps://d34u8crftukxnk.cloudfront.net/slackpress/prod/sites/6/From-searching-to-finding-The-new-era-of-AI-powered-enterprise-knowledge.pdf1--2395
https://www.reddit.com/r/jobhuntify/comments/1tcwbb0/remote_job_glean_cloud_security_engineer/https://www.reddit.com/r/jobhuntify/comments/1tcwbb0/remote_job_glean_cloud_security_engineer/172976496
https://www.reddit.com/r/AILinksandTools/comments/1rtl2d2/best_ai_agents_for_enterprise_2026/https://www.reddit.com/r/AILinksandTools/comments/1rtl2d2/best_ai_agents_for_enterprise_2026/172976496
https://www.reddit.com/r/AISystemsEngineering/comments/1rxz8ud/how_are_companies_turning_internal_documents_and/https://www.reddit.com/r/AISystemsEngineering/comments/1rxz8ud/how_are_companies_turning_internal_documents_and/172976496
https://www.reddit.com/r/ArtificialInteligence/comments/1t2ihou/will_enterprise_search_startups_like_glean/https://www.reddit.com/r/ArtificialInteligence/comments/1t2ihou/will_enterprise_search_startups_like_glean/172976496
https://www.reddit.com/r/AI_Agents/comments/1soffbv/anyone_tried_good_glean_alternatives_for/https://www.reddit.com/r/AI_Agents/comments/1soffbv/anyone_tried_good_glean_alternatives_for/172976496
https://kwfoundation.org/wp-content/uploads/2026/04/2026-State-of-KM-AI-Report.pdfhttps://kwfoundation.org/wp-content/uploads/2026/04/2026-State-of-KM-AI-Report.pdf1995294
https://www.reddit.com/r/AI_Sales/comments/1r3387g/pricing_page_teardown_relevance_ai/https://www.reddit.com/r/AI_Sales/comments/1r3387g/pricing_page_teardown_relevance_ai/172976496
https://business.cch.com/srd/SP_AI-is-taking-off-at-law-forms_09-24-2024_locked.pdfhttps://business.cch.com/srd/SP_AI-is-taking-off-at-law-forms_09-24-2024_locked.pdf133961495
https://www.reddit.com/r/cybersecurity/comments/1sk8bf1/are_companies_actually_enabling_claudeai/https://www.reddit.com/r/cybersecurity/comments/1sk8bf1/are_companies_actually_enabling_claudeai/172976496
https://www.reddit.com/r/pricing/comments/1r25qte/pricing_page_teardown_relevance_ai/https://www.reddit.com/r/pricing/comments/1r25qte/pricing_page_teardown_relevance_ai/172976496
https://www.reddit.com/r/Notion/comments/1kmjd30/notion_pricing_changes/https://www.reddit.com/r/Notion/comments/1kmjd30/notion_pricing_changes/172976496
https://opensourceconnections.com/wp-content/uploads/2023/11/Pragmatic-AI-powered-Search-%E2%80%93-Keeping-it-Simple-not-Stupid-Search-Solutions-2023.pdfhttps://opensourceconnections.com/wp-content/uploads/2023/11/Pragmatic-AI-powered-Search-%E2%80%93-Keeping-it-Simple-not-Stupid-Search-Solutions-2023.pdf124961795
https://www.reddit.com/r/aipromptprogramming/comments/1qdjw8p/chatgpt_for_your_internal_data_search_across_your/https://www.reddit.com/r/aipromptprogramming/comments/1qdjw8p/chatgpt_for_your_internal_data_search_across_your/172976496
https://www.reddit.com/r/databricks/comments/1uciyfd/why_does_databricks_knowledge_assistant_silently/https://www.reddit.com/r/databricks/comments/1uciyfd/why_does_databricks_knowledge_assistant_silently/172976496
https://cdn.ymaws.com/www.tasscc.org/resource/resmgr/sos/2025/doc_glean_eflyer.pdfhttps://cdn.ymaws.com/www.tasscc.org/resource/resmgr/sos/2025/doc_glean_eflyer.pdf1--3795
https://www.bainsight.com/wp-content/uploads/ba-insight-power-of-ai-assisted-enterprise-search.pdfhttps://www.bainsight.com/wp-content/uploads/ba-insight-power-of-ai-assisted-enterprise-search.pdf11995294
https://www.reddit.com/r/LangChain/comments/1qbru7z/open_source_enterprise_search_engine_generative/https://www.reddit.com/r/LangChain/comments/1qbru7z/open_source_enterprise_search_engine_generative/172976496
https://www.reddit.com/r/AgentsOfAI/comments/1ue58o4/we_tried_glean_and_its_not_enough_what_are_people/https://www.reddit.com/r/AgentsOfAI/comments/1ue58o4/we_tried_glean_and_its_not_enough_what_are_people/172976496
https://www.reddit.com/r/startup/comments/1qci7xn/what_tool_do_you_use_for_internal_knowledge_base/https://www.reddit.com/r/startup/comments/1qci7xn/what_tool_do_you_use_for_internal_knowledge_base/172976496
https://www.reddit.com/r/ITManagers/comments/1oj09nd/looking_for_ai_powered_knowledge_basemanagement/https://www.reddit.com/r/ITManagers/comments/1oj09nd/looking_for_ai_powered_knowledge_basemanagement/172976496
https://www.reddit.com/r/Rag/comments/1s4cjcp/is_sourcepermission_enforcement_the_real_blocker/https://www.reddit.com/r/Rag/comments/1s4cjcp/is_sourcepermission_enforcement_the_real_blocker/172976496
https://wgaadvisors.com/wp-content/uploads/2023/08/state-of-agentic-ai-platforms-may-2026.pdfhttps://wgaadvisors.com/wp-content/uploads/2023/08/state-of-agentic-ai-platforms-may-2026.pdf1094093
https://synapt.ai/wp-content/uploads/2025/11/Enterprise-Search.pdfhttps://synapt.ai/wp-content/uploads/2025/11/Enterprise-Search.pdf1494194
https://www.reddit.com/r/selfhosted/comments/1kn7e4chttps://www.reddit.com/r/selfhosted/comments/1kn7e4c172976496
https://www.reddit.com/r/selfhosted/comments/1kgwy2m/pipeshub_the_open_source_alternative_to_glean/https://www.reddit.com/r/selfhosted/comments/1kgwy2m/pipeshub_the_open_source_alternative_to_glean/172976496
https://www.reddit.com/r/servicenow/comments/1se3yux/servicenow_knowledge_copilot_connector_with/https://www.reddit.com/r/servicenow/comments/1se3yux/servicenow_knowledge_copilot_connector_with/172976496
https://www.reddit.com/r/projectmanagement/comments/1pixwe3/what_enterprise_search_software_actually_works/https://www.reddit.com/r/projectmanagement/comments/1pixwe3/what_enterprise_search_software_actually_works/172976496
https://www.reddit.com/r/techsales/comments/1qkag4y/glean_technologies/https://www.reddit.com/r/techsales/comments/1qkag4y/glean_technologies/172976496
https://www.reddit.com/r/nocode/comments/1sm6vhf/connecting_slack_to_notion_and_google_drive_with/https://www.reddit.com/r/nocode/comments/1sm6vhf/connecting_slack_to_notion_and_google_drive_with/172976496
https://haystackconf.com/files/slides/haystackUS2023/HaystackUS2023-Keynote-Trey-Grainger-4.pdfhttps://haystackconf.com/files/slides/haystackUS2023/HaystackUS2023-Keynote-Trey-Grainger-4.pdf12295994
https://www.reddit.com/r/Entrepreneurs/comments/1t07edk/i_studied_how_glean_went_from_0_to_200m_arr_heres/https://www.reddit.com/r/Entrepreneurs/comments/1t07edk/i_studied_how_glean_went_from_0_to_200m_arr_heres/172976496
https://www.slidebench.org/slidebench/benchmarks/sm-pricing-packaging-case/plusai/output.pdfhttps://www.slidebench.org/slidebench/benchmarks/sm-pricing-packaging-case/plusai/output.pdf1----
https://haystackconf.com/files/slides/haystackUS25/Haystack%20US%202025%20Closing.pdfhttps://haystackconf.com/files/slides/haystackUS25/Haystack%20US%202025%20Closing.pdf12295994
https://smitchell.org/writing/automated_health/AI_Tool_Selection_Prompt_Engineering_Guide%20.pdfhttps://smitchell.org/writing/automated_health/AI_Tool_Selection_Prompt_Engineering_Guide%20.pdf1093092
https://www.reddit.com/r/servicenow/comments/1nnob87/has_anyone_had_luck_making_copilot_agents_that/https://www.reddit.com/r/servicenow/comments/1nnob87/has_anyone_had_luck_making_copilot_agents_that/172976496
https://www.getguru.com/solutions/ai-enterprise-search?utm_source=openaihttps://www.getguru.com/solutions/ai-enterprise-search?utm_source=openai14096794
https://www.reddit.com/r/SaaS/comments/1sx2bza/i_studied_how_glean_went_from_0_to_200m_arr_heres/https://www.reddit.com/r/SaaS/comments/1sx2bza/i_studied_how_glean_went_from_0_to_200m_arr_heres/172976496
https://www.reddit.com/r/copilotstudio/comments/1rqwek4/co_pilot_search_connectors/https://www.reddit.com/r/copilotstudio/comments/1rqwek4/co_pilot_search_connectors/172976496
https://www.gosearch.ai/product/pricing?utm_source=openaihttps://www.gosearch.ai/product/pricing?utm_source=openai11795194
https://www.sharepointeurope.com/wp-content/uploads/2025/10/Knowledge-Management-Strategies-in-the-era-of-Copilot-ESPC-SharePoint-Week.pdfhttps://www.sharepointeurope.com/wp-content/uploads/2025/10/Knowledge-Management-Strategies-in-the-era-of-Copilot-ESPC-SharePoint-Week.pdf12395594
https://slite.com/?utm_source=openaihttps://slite.com/?utm_source=openai135962795
https://www.notion.com/help/enterprise-search?utm_source=openaihttps://www.notion.com/help/enterprise-search?utm_source=openai147972695
https://www.eesel.ai/integrations/google-drive?utm_source=openaihttps://www.eesel.ai/integrations/google-drive?utm_source=openai12795394
https://www.dashworks.ai/features?utm_source=openaihttps://www.dashworks.ai/features?utm_source=openai11795894
https://kipwise.com/?utm_source=openaihttps://kipwise.com/?utm_source=openai119951394
https://help.openai.com/en/articles/12628342/?utm_source=openaihttps://help.openai.com/en/articles/12628342/?utm_source=openai164974396
https://slack.com/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-search?utm_source=openaihttps://slack.com/help/articles/39044407124755-Set-up-and-manage-Slack-enterprise-search?utm_source=openai163976396
https://docs.eesel.ai/connect-your-tools/integrations?utm_source=openaihttps://docs.eesel.ai/connect-your-tools/integrations?utm_source=openai12795294
Model Comparison

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Full Results

All recommended domains

Every domain the AI models recommended in web-search fanout runs for Midmarket COO, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
getguru.com4.636.04096794
gosearch.ai4.1510.01795194
guru.com3.224.036961595
glean.com2.748.036961595
eesel.ai1.536.02795394
slite.com1.348.035962795
notion.so0.724.057973796
dashworks.ai0.624.01795894
notion.com0.512.047972695
onyx.app0.436.024951995
microsoft.com0.324.080974896
slab.com0.312.035962495
coveo.com0.224.04696795
kipwise.com0.212.019951394
questionbase.com0.212.01395394
atlassian.com0.212.065973095
openai.com0.212.064975796
slack.com0.112.063976396
algolia.com0.124.049972895
coworker.ai0.112.026952694
elastic.co0.112.057972795
wonderchat.io0.112.028952195
dust.tt0.112.030962295
clearfeed.ai0.012.018951094
gemini.google.com0.012.00000
tettra.com0.012.033952595
moveworks.com0.012.030951094
bloomfire.com0.012.029952395