Every source GILD analyzed, newest first. Each says who the source is, how it knows, whether it still applies and which findings it counts toward. Open a count to see only its sources.
Source
68 sources in All users, with product documentation Showing all 68 sources
Positive
How DaVita Is Scaling AI in Healthcare With GleanPodcast show notes, The Ravit Show
DaVita's CIO discusses Glean's role as a context layer for scaling AI, stressing connected company knowledge and repeated correct answers as conditions for employee trust.
Positive
Comment on: Ask HN: Who is using MCP in production?Hacker News comment
MCP remains the commenter's main way to use Cursor with enterprise systems such as Glean, Jira and Port.
Counts toward
Positive
Beyond Search: How McCarthy built enterprise AI on GleanConference session notes, YouTube
The conference session notes describe McCarthy choosing Glean as its company-wide AI entry point after evaluating alternatives. Alex Elsayegh covers the agents and technical workflows built beyond search.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
Positive
Inside AI Transformation: Howard Hughes - From Pilot to Process TransformationConference session notes, YouTube
The session notes describe Howard Hughes building early wins in knowledge management and workflow automation during a 100-user Glean pilot, then earning approval to deploy across the company.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
Mixed
Comment on: Software engineering is about managing complexityHacker News comment
Sharing context is the hard limit for AI at work; unifying search tools like Glean help a lot but are expensive.
No opinion stated
assert_negative_identities_absent does not inspect allowAnonymousAccess or allowAllDatasourceUsersAccessGitHub issue
The indexing SDK's permission check passes documents opened to anonymous or all-datasource access. In the reporter's connector, 41.3% of 28,449 messages had no clear owner, the case where such broad access gets set.
Counts toward
Positive
Glean: The Key to Enterprise AI Search and AgentsPersonal blog post, Medium
Two months in, Glean replaced seven tabs; results follow source permissions, and the author built an outreach agent but chose not to enable write actions.
Positive
Bridging the Data Divide: How Motive Uses Glean and Snowflake Agents to Give Executives a 360° Account ViewEngineering blog post, Motive engineering blog
Motive's BI team uses a Glean agent as the orchestrator over Slack and Google Docs plus a Snowflake Cortex agent, and relies on Glean's source permissions while building its own for Snowflake.
Mixed
Comment on: The AI bubble isn't like the internet bubbleHacker News comment
At the commenter's company the non-engineering side is on forced adoption, with gift cards for the heaviest Glean users.
Counts toward
No opinion stated
The many agent skills under skills/ should really just be a single skillGitHub issue
The Glean CLI ships many small agent skills whose descriptions all load into every coding-agent session, so the author merged them into one skill of his own.
No opinion stated
upload_files()/upload_files_async() raises httpx.RequestNotReadGitHub issue
Glean's official file-upload example for agents failed on every call, because a request hook read the multipart body before it was sent.
Counts toward, pending a recheck
Positive
Building the Future of AI Adoption: How McCarthy Achieved 90% AI Adoption in 30 DaysWebinar transcript, Goldcast
McCarthy's AI program lead says the construction company selected Glean as its single AI platform and reached 90% adoption in 30 days by making the rollout easy for employees.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
Mixed
Search for policies efficiently and build custom agents, but integration options still need improvementPeer review, PeerSpot
Uses Glean for a year to find policies and built a self-service agent, but Salesforce is not connected, and the reviewer believes no teammate uses it regularly.
Positive
Creating low-code agents has transformed policy queries and now saves employees hours dailyPeer review, PeerSpot
Built a branching agent that answers employee benefits and leave questions from long policy documents; enabling connectors took back-and-forth and custom actions lack request logs.
Positive
Sales agents have automated prospect research and now save hours with unified customer insightsPeer review, PeerSpot
Built an agent for sales development reps that pulls from Gmail, Drive, Slack, Confluence, Salesforce and Gong; research that took hours now takes minutes, though it sometimes slows down.
Positive
Daily orchestration of complex ai workflows has boosted my research and automation capabilitiesPeer review, PeerSpot
Got access through a Capgemini hackathon two months ago and now uses Glean daily, more than ChatGPT, to build and orchestrate agents.
Counts toward
Positive
Intuitive workflows have improved integrations and streamlined daily management tasksPeer review, PeerSpot
After 18 months, integrations work with all of the university's other platforms; licensing options are limited.
Positive
Comment on: The Enterprise Context LayerHacker News comment
The author says the agents that built their company's context layer used Glean's search API, and that something like Glean is still needed for retrieval.
Counts toward
Positive
Unified data search has improved cross-team insights and speeds up resolving recurring issuesPeer review, PeerSpot
Searching Confluence and Jira together beats each tool's own search; licenses were expensive and hard to justify, so the reviewer advises trialing adoption with several groups first.
Positive
Centralized search has transformed my research workflow and saves hours on complex data gatheringPeer review, PeerSpot
In a one-month trial, a day's research took two hours; it also returned the wrong image and a confusing Confluence link, and the reviewer recommends it where budget allows.
Positive
AI assistants have transformed daily project decisions and documentation for complex programsPeer review, PeerSpot
Uses Glean daily for 20 months to review PRDs and draft plans with agents, saving one to two hours a week per program. This deployment does not crawl Teams and Outlook data.
Positive
Comment on: How do you capture WHY engineering decisions were made, not just what?Hacker News comment
Decisions that moved into Jira and Confluence became hard to find; AI search tools such as Glean and Rovo have improved discoverability.
Counts toward
Positive
AI agents have transformed how we compare offers and standardize complex project documentsPeer review, PeerSpot
Almost two years in, the reviewer's teams save one to 1.5 hours a day; the reviewer values permission awareness and a choice of 15+ models, and evaluated Microsoft Copilot first.
No opinion stated
Global token auth sends wrong header: X-Glean-Act-As instead of X-Glean-ActAsGitHub issue
With a global token, the Glean MCP server sent a misspelled act-as header, so every tool call failed with a 400 until the header name was corrected.
Counts toward, pending a recheck
Mixed
Comment on: The Enterprise Context LayerHacker News comment
The commenter found Cursor with Claude over Slack and Google Workspace MCP connections answered questions well and much faster than Glean.
Counts toward
Positive
The Enterprise Context LayerPersonal blog post, andychen32.substack.com
Abnormal recently adopted Glean, which the author calls excellent at finding documents and used heavily while onboarding; it does not synthesize the judgment calls a question bot needed.
Mixed
Comment on: Show HN: Omni - Open-source workplace search and chat, built on PostgresHacker News comment
The commenter started building a prototype alternative to Glean for the team, and asks how per-user data isolation is handled.
Negative
Glean in Slack answers a real fire alarmMastodon post
When a colleague asked in Slack about a fire alarm, Glean privately told them it was a scheduled test and they could stay at their desk. It was a real alarm.
Positive
Consolidating marketing content has streamlined sales prospect outreach and collaborationPeer review, PeerSpot
Set Glean up for the sales team to pull together prospect material through the chatbot; rates it nine of ten, though the integrations were hard to understand.
No opinion stated
Latent Space: Brex's AI strategyPodcast episode, Latent Space
Brex's internal AI spotlights feature operations, finance and people teams showing agents they built in ChatGPT or on Glean.
"For the most part, it’s folks in VTMs, ops, finance, the people organization showing off how they’re building agents in ChatGPT or on Glean or how they just found some new use case that they thought was helpful."
Positive
Automating dbt Documentation: A Workflow for Glean-Powered Column DescriptionsPersonal blog post, Medium
Built a Glean agent, called through the Python client, that finds business definitions for dbt columns; scoping it to knowledge sets cuts hallucinations, and a manual pass remains.
No opinion stated
npm install fails: Unsupported workspace:* dependency in @gleanwork/local-mcp-server@0.9.0GitHub issue
Release 0.9.0 of Glean's local MCP server could not be installed from npm, because the published package kept an unresolved workspace dependency.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Mixed
What are you using AI /AI agents for?Reddit post
The poster's company bought Glean and is pushing AI agents, but the poster struggles to see what the agents do beyond documentation and coding help.
Counts toward
Positive
Comment on: Agents to help tackle all the little things in Jira and Figma?Reddit comment
During a trial the commenter built a Glean agent that proposed troubleshooting steps from documentation and past bugs, but the company chose ChatGPT instead.
Positive
Comment on: Why aren't more companies feeding their internal docs/code into an internal RAG system?Reddit comment
The commenter's company uses Glean over SharePoint and other data, and each user's results include only what that person has permission to see.
Counts toward
Positive
Comment on: What if you don't need MCP at all?Hacker News comment
Lists Glean among the MCP servers the commenter uses that work very well for teaching a model how to call a service's API.
Counts toward
Positive
Great product to useTrustRadius review
Starburst connected Glean to Slack, Confluence, and email; the reviewer uses search and chat across them daily and wants file and image upload next.
Mixed
Glean Vs. GuruTrustRadius review
A Carta account executive says Glean chat gives wrong answers about the sales process and some documents from Guru went missing after the move; the reviewer would not buy it again.
Positive
Easy as 12 GleanTrustRadius review
An account manager finds product docs and last year's approved payment terms in Glean during customer calls, though results sometimes rank older material above current.
Positive
You must get Glean if you care about your employeesTrustRadius review
A Databricks recruiter uses Glean chat during interviews to answer candidates' questions about teams and offices, with the sources shown; the reviewer finds the thinking step slow.
Positive
Making Work Flow with AI Agents: A Product Journey at Pure StorageWebinar session notes, BrightTALK
The session notes describe Pure Storage moving from finding information to taking action with Glean agents. Phu Nguyen covers grassroots adoption and a product approach grounded in real business problems.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
No opinion stated
GleanSearchRetriever fails silently on authentication errorsGitHub issue
Glean's LangChain retriever returned an empty list on a bad token or instance without raising an error. Misconfiguration looked the same as no results.
Counts toward, pending a recheck
Positive
AI in Action: How Etsy super users boost productivity with GleanWebinar session notes, BrightTALK
The webinar notes describe Patrick Tran and Rachel Refo Hopkins using Glean enterprise search daily at Etsy to reduce time spent finding information and make decisions faster.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
Positive
Comment on: How the AI Bubble Will PopHacker News comment
Skeptical of the wider AI buildout, the commenter still values internal search and chat and says Glean at work is great.
Counts toward
Mixed
From Risk to Resilience: What Bill.com's CIO Learned Deploying Copilot, Gemini, and GleanWebcast recap, Opsin blog
Bill.com's CIO reports that deploying AI search tools such as Glean surfaced misconfigured permissions, open Jira boards, and onboarding files with sensitive data. He rolled them out through phased pilots with legal and security.
Positive
How HubSpot Works Smarter with GleanWebinar page, BrightTALK
HubSpot's Solutions Engineering team describes a bottom-up Glean pilot that helps teams search across internal tools, share knowledge, and move faster across sales and support.
Not counted
Glean ran this event. Kept in the record; it takes part in no figure.
Positive
Comment on: Why is AI so slow to spread?Hacker News comment
The commenter's employer has Glean search, which beats Atlassian's for Jira and Confluence and also searches Slack and Google Drive.
Positive
Comment on: Ask HN: Is every company's internal wiki just broken by default?Hacker News comment
The commenter's answer to broken internal wikis is to use Glean, a smart search across Confluence, Slack, Google Docs and Outlook.
Negative
Comment on: My AI skeptic friends are all nutsHacker News comment
Docs colleagues produce by asking Glean are misleading to badly wrong four times in five on topics the commenter knows; internal terminology derails it.
Mixed
Comment on: Indexing Code at Scale with GleanHacker News comment
After an intro meeting, the commenter judged Glean's pricing to make sense only at 100 to 150+ employees, recalling a US$50k yearly starting point with a caveat.
Counts toward, pending a recheck
Positive
Comment on: Indexing Code at Scale with GleanHacker News comment
Glean's answers cite the commenter's internal Jira, wiki, Slack and GitHub, and it summarizes a busy Slack channel's past week.
Pages from Glean, used to check facts for every group.
Describes native, web history, push API, and partner connectors that index content and fetch each source's permissions map, so search results follow the permissions set in the source app.
Lists 275+ native and MCP-based connectors, permissions inherited from each source, and actions with human-in-the-loop approval before execution.
States that initial crawl time depends on connector size and the source's API rate limits, and shows crawl status, items synced, and crawl rate in the Admin console.
Documents Glean Hosted on Google Cloud and Customer Hosted in the customer's GCP or AWS account, both single-tenant, with no logging of individual user queries or responses.
Lists zero LLM data retention, permissions enforcement, SSO, RBAC, encryption, audit logs, and ISO 42001, SOC 2 Type II, and ISO 27001; Protect+ adds weekly and continuous sensitive content scanning.
Lists ISO 42001, HIPAA, TX-RAMP Level 2, SOC 2 Type II, ISO 27001, and GDPR, and source-permission enforcement on every read and write.
Points to the Glean Trust Portal for SOC 2 reports, certifications, and documentation under NDA, and to a Bugcrowd bug bounty program.
Describes Glean Agents that run a series of tools when triggered, built by function ops, IT, and power users and consumed by other employees.
Documents viewer, editor, and owner access per agent, Agent Moderator roles, and unshared agents visible only to admins, moderators, and their creator.
Describes Glean's MCP server exposing search, chat, document reading, people, and agents as tools to hosts such as Claude Desktop and Cursor, with user permissions enforced.
Lists models from OpenAI, Google, Anthropic, Amazon, and open-model hosts through Glean's Universal Model Key or the customer's own keys.
Describes Core Suite seats licensed per user per month, with Model Hub usage charged at model or hosting provider API rates against an upfront commit.
Describes per-user Enterprise Flex seats with a pooled FlexCredit allowance; Premium models, agent runs, slides, and meeting notes consume FlexCredits.
Describes a company-wide monthly usage limit that admins can narrow for a department, a single user or a single agent, with alerts and a chosen action when a limit is reached.
Recommends a staggered rollout starting with about 100 to 300 users from a range of departments, with surveys, kickoff sessions, and office hours.
Recommends publishing Announcements, Answers, Go Links, verified documents, and pinned results before launch so the first searches return authoritative content.
Describes Protect+ policies that detect broadly shared or externally exposed sensitive content during indexing and can hide flagged content automatically.
Source index
Every source GILD read, with the original address and the context used to count it. Open a finding to filter the full cards above. On smaller screens the index lists each source once by name, cohort and date; its full record above carries the address, context and findings.
| Source | Original URL | Author and context | Who | Published | Review date | Applies | Findings |
|---|---|---|---|---|---|---|---|
| How DaVita Is Scaling AI in Healthcare With GleanID l2-04 | Business Blogs & Reviews | open.spotify.com/ | Madhu Narasimhan, CIO, DaVita Kidney Careself-described: DaVita's CIO discusses Glean as a context layer while scaling AI in a regulated healthcare organization | IT & leadership | Published Sep 22, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: Ask HN: Who is using MCP in production?ID dc-19 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Principal platform engineer using Glean, Jira and Port through MCP | Individual user | Published Sep 4, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Beyond Search: How McCarthy built enterprise AI on GleanID gg-03 | Business Blogs & Reviews | www.youtube.com/ | Alex Elsayegh, AI Platforms Lead, McCarthyMcCarthy platform leadership discusses its Glean implementation at Glean GO 2026 | IT & leadership | Published Aug 31, 2026 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| Inside AI Transformation: Howard Hughes - From Pilot to Process TransformationID gg-04 | Business Blogs & Reviews | www.youtube.com/ | Jonathan Goldberg, VP, Enterprise AI, Howard HughesHoward Hughes enterprise AI leadership discusses its Glean rollout at Glean GO 2026 | IT & leadership | Published Aug 31, 2026 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| Comment on: Software engineering is about managing complexityID dc-18 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Employer pays for Glean among other AI tools | Individual user | Published Aug 27, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| assert_negative_identities_absent does not inspect allowAnonymousAccess or allowAllDatasourceUsersAccessID s2-05 | Online Communities & Issue Trackers | github.com/ | VirajParmar06, developer filing a GitHub issueself-described: Custom Glean connector built over 28,449 messages from a public email corpus | Individual user | Published Aug 14, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Glean: The Key to Enterprise AI Search and AgentsID ir-18 | Business Blogs & Reviews | medium.com/ | Jackson Aaron, employee at a regulated firmself-described: Regulated firm that put Glean between employees and AI models, two months | Individual user | Published Jun 29, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Bridging the Data Divide: How Motive Uses Glean and Snowflake Agents to Give Executives a 360° Account ViewID ir-17 | Business Blogs & Reviews | medium.com/ | Jay Rosenthal, Director of Business Intelligence, and Shashi Gupta, BI Platform Manager, at Motiveself-described: Motive business intelligence team, account briefs for sales and customer success executives | Department | Published Jun 4, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: The AI bubble isn't like the internet bubbleID dc-17 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Company rolling Glean out to HR, correspondence and marketing | Department | Published May 26, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| The many agent skills under skills/ should really just be a single skillID s2-06 | Online Communities & Issue Trackers | github.com/ | sammcj, developer filing a GitHub issueself-described: Using the Glean CLI agent skill with Claude Code and OpenCode | Individual user | Published Apr 30, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| upload_files()/upload_files_async() raises httpx.RequestNotReadID s2-04 | Online Communities & Issue Trackers | github.com/ | yurykar, developer filing a GitHub issueself-described: Glean agent run with file upload through the Python API client | Individual user | Published Apr 3, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Building the Future of AI Adoption: How McCarthy Achieved 90% AI Adoption in 30 DaysID l2-02 | Business Blogs & Reviews | goldcast.registration.public-pr50.goldcast.io/ | Rico Bertucci, VP of Strategy and AI Program Lead, McCarthy HoldingsMcCarthy Holdings selected Glean as the single platform for its company-wide AI rollout | IT & leadership | Published Mar 25, 2026 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| Search for policies efficiently and build custom agents, but integration options still need improvementID ir-15 | Business Blogs & Reviews | www.peerspot.com/ | Zeeshan Safdar, subscription services representative at Pure Storageself-described: Pure Storage, over a year | Individual user | Published Mar 23, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Creating low-code agents has transformed policy queries and now saves employees hours dailyID ir-14 | Business Blogs & Reviews | www.peerspot.com/ | reviewer2810748, Analyst at a financial services firm with 1, 001 to 5, 000 employeesself-described: Employee policy agent at a financial services firm | Department | Published Mar 20, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Sales agents have automated prospect research and now save hours with unified customer insightsID ir-12 | Business Blogs & Reviews | www.peerspot.com/ | reviewer2809938, Senior Data Analyst at a tech vendor with 1, 001 to 5, 000 employeesself-described: Sales development team at a tech vendor, six to seven months | Department | Published Mar 19, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Daily orchestration of complex ai workflows has boosted my research and automation capabilitiesID ir-13 | Business Blogs & Reviews | www.peerspot.com/ | Ananya Bl, Data Analyst at Capgeminiself-described: Capgemini, hackathon access, two months | Individual user | Published Mar 19, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Intuitive workflows have improved integrations and streamlined daily management tasksID ir-11 | Business Blogs & Reviews | www.peerspot.com/ | reviewer2809692, Librarian at a university with 1, 001 to 5, 000 employeesself-described: University library, one and a half years | Individual user | Published Mar 17, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: The Enterprise Context LayerID dc-20 | Online Communities & Issue Trackers | news.ycombinator.com/ | Andy Chen (andychen32), Hacker News commenter and author of the postself-described: Abnormal, go-to-market question bot | Department | Published Mar 16, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Unified data search has improved cross-team insights and speeds up resolving recurring issuesID ir-09 | Business Blogs & Reviews | www.peerspot.com/ | reviewer2809308, Senior Support Engineer at a software company with 501 to 1, 000 employeesself-described: Support team at a software company, a year and a half | Individual user | Published Mar 16, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Centralized search has transformed my research workflow and saves hours on complex data gatheringID ir-10 | Business Blogs & Reviews | www.peerspot.com/ | Kavita Khandhadia, Senior Partner, Global Alliances, at a software company with 1, 001 to 5, 000 employeesself-described: Strategic partnerships, one-month trial | Individual user | Published Mar 16, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| AI assistants have transformed daily project decisions and documentation for complex programsID ir-08 | Business Blogs & Reviews | www.peerspot.com/ | Ambsingh Singh, Senior Technical Program Manager at LinkedInself-described: LinkedIn, technical program management, daily for one year and eight months | Individual user | Published Mar 15, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: How do you capture WHY engineering decisions were made, not just what?ID dc-16 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenter | Individual user | Published Mar 14, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| AI agents have transformed how we compare offers and standardize complex project documentsID ir-07 | Business Blogs & Reviews | www.peerspot.com/ | Gopi Gonuguntla, Principal Architect at a tech vendor with 10, 001+ employeesself-described: Employee productivity and customer education teams, public cloud on Google, almost two years | Department | Published Mar 14, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Global token auth sends wrong header: X-Glean-Act-As instead of X-Glean-ActAsID s2-01 | Online Communities & Issue Trackers | github.com/ | ryan-macdonald-nb, developer filing a GitHub issueself-described: Glean MCP server with a global API token, running in a GKE pod | Individual user | Published Mar 12, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Comment on: The Enterprise Context LayerID dc-15 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenter | Individual user | Published Mar 10, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| The Enterprise Context LayerID ir-06 | Business Blogs & Reviews | andychen32.substack.com/ | Andy Chen, built a question bot for go-to-market reps at Abnormalself-described: Abnormal, about 1,000 people, recently started using Glean | Department | Published Mar 10, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: Show HN: Omni - Open-source workplace search and chat, built on PostgresID dc-14 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Team building its own workplace search | Small team | Published Mar 2, 2026 | Assessment reviewed Nov 1, 2026 | Current | Listed, no finding position |
| Glean in Slack answers a real fire alarmID dc-24 | Online Communities & Issue Trackers | mastodon.online/ | Tagir Valeev, software engineerself-described: Office whose Slack has Glean integrated | Department | Published Feb 12, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Consolidating marketing content has streamlined sales prospect outreach and collaborationID ir-05 | Business Blogs & Reviews | www.peerspot.com/ | reviewer2783439, DevOps and sales operations at a marketing services firm with 51 to 200 employeesself-described: Sales team at a marketing services firm, four months | Department | Published Feb 6, 2026 | Assessment reviewed Nov 1, 2026 | Current | |
| Latent Space: Brex's AI strategyID sf-1 | Podcasts, Talks & Videos | www.latent.space/ | James Reggio, CTO of Brexself-described: Operations, finance and people teams building agents | Organization-wide | Published Jan 17, 2026 | Assessment reviewed Nov 1, 2026 | Current | Listed, no finding position |
| Automating dbt Documentation: A Workflow for Glean-Powered Column DescriptionsID ir-03 | Business Blogs & Reviews | medium.com/ | Sravani Kakaraparthi, builds dbt models at their companyself-described: Own dbt documentation workflow at their company | Individual user | Published Dec 30, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| npm install fails: Unsupported workspace:* dependency in @gleanwork/local-mcp-server@0.9.0ID s2-02 | Online Communities & Issue Trackers | github.com/ | ThePlenkov, developer filing a GitHub issueself-described: Installing Glean's local MCP server from npm on Linux | Individual user | Published Dec 7, 2025 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| What are you using AI /AI agents for?ID dc-21 | Online Communities & Issue Trackers | www.reddit.com/ | Teatsandbeer28, Reddit user in r/sysadminself-described: Company that just bought Glean and is pushing agents | Department | Published Dec 4, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: Agents to help tackle all the little things in Jira and Figma?ID dc-23 | Online Communities & Issue Trackers | www.reddit.com/ | 4mal6, Reddit commenter in r/ProductManagementself-described: Product team that ran a Glean trial | Department | Published Nov 24, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: Why aren't more companies feeding their internal docs/code into an internal RAG system?ID dc-22 | Online Communities & Issue Trackers | www.reddit.com/ | Beef410, Reddit commenter in r/sysadminself-described: Company using Glean over SharePoint and other data | Individual user | Published Nov 23, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Comment on: What if you don't need MCP at all?ID dc-13 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenter | Individual user | Published Nov 17, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Great product to useID ir-22 | Business Blogs & Reviews | www.trustradius.com/ | Tarun Garg, Resident Solution Architect at Starburstself-described: Starburst, computer software, 201 to 500 employees | Individual user | Published Nov 7, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Glean Vs. GuruID ir-21 | Business Blogs & Reviews | www.trustradius.com/ | Savannah Hair, Account Executive at Cartaself-described: Carta, 1,001 to 5,000 employees; moved from Guru to Glean | Individual user | Published Nov 5, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Easy as 12 GleanID ir-20 | Business Blogs & Reviews | www.trustradius.com/ | Account Manager in Customer Service at a security and investigations companyself-described: Security and investigations company, 201 to 500 employees | Individual user | Published Nov 4, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| You must get Glean if you care about your employeesID ir-19 | Business Blogs & Reviews | www.trustradius.com/ | Kelly Guslani, Recruiter at Databricksself-described: Databricks, computer software, 10,001+ employees | Individual user | Published Nov 3, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| Making Work Flow with AI Agents: A Product Journey at Pure StorageID gg-02 | Business Blogs & Reviews | www.brighttalk.com/ | Phu Nguyen, Director of Digital Workplace and Identity, Pure StoragePure Storage workplace leadership describes Glean agent adoption in a customer webinar | IT & leadership | Published Oct 14, 2025 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| GleanSearchRetriever fails silently on authentication errorsID s2-03 | Online Communities & Issue Trackers | github.com/ | gamisn, developer filing a GitHub issueself-described: LangChain retriever over Glean search | Individual user | Published Oct 8, 2025 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| AI in Action: How Etsy super users boost productivity with GleanID gg-01 | Business Blogs & Reviews | www.brighttalk.com/ | Patrick Tran, Staff Software Engineer - Gen AI, EtsyEtsy engineering and merchandising users discuss their daily Glean workflows in a customer webinar | Department | Published Oct 6, 2025 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| Comment on: How the AI Bubble Will PopID dc-12 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Employer uses Glean | Individual user | Published Oct 2, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| From Risk to Resilience: What Bill.com's CIO Learned Deploying Copilot, Gemini, and GleanID l2-01 | Business Blogs & Reviews | www.opsinsecurity.com/ | Steve Januario, CIO, Bill.comBill.com rolled out Glean beside Microsoft Copilot and Google Gemini; recap of his interview on Opsin's Oversharing webcast | IT & leadership | Published Aug 28, 2025 | Assessment reviewed Nov 1, 2026 | Current | |
| How HubSpot Works Smarter with GleanID l2-03 | Business Blogs & Reviews | www.brighttalk.com/ | York Karsten, Principal Solutions Engineer, HubSpotHubSpot's Solutions Engineering team piloted Glean's unified search and Work AI across internal tools | Department | Published Aug 26, 2025 | Assessment reviewed Nov 1, 2026 | Current | Not counted. Glean ran this event. |
| Comment on: Why is AI so slow to spread?ID dc-11 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Employer has Glean AI search | Individual user | Published Jul 18, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on: Ask HN: Is every company's internal wiki just broken by default?ID dc-10 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenter | Individual user | Published Jul 9, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on: My AI skeptic friends are all nutsID dc-09 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Colleagues use Glean to explore topics | Individual user | Published Jun 3, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on: Indexing Code at Scale with GleanID dc-08 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenterself-described: Company evaluated Glean in an intro meeting | Small team | Published Jan 2, 2025 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Comment on: Indexing Code at Scale with GleanID dc-07 | Online Communities & Issue Trackers | news.ycombinator.com/ | Hacker News commenter | Individual user | Published Jan 1, 2025 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| About connectorsID pd-01 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| ConnectorsID pd-02 | Product Documentation | www.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Crawling FAQID pd-03 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Glean deployment modelsID pd-04 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| About Glean Protect and Protect+ID pd-05 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Glean ProtectID pd-06 | Product Documentation | www.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Security and ArchitectureID pd-07 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Agents introductionID pd-08 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Manage agent accessID pd-09 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| About Glean MCP serverID pd-10 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Supported LLMsID pd-11 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Glean Core Suite pricingID pd-12 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Glean Enterprise Flex pricingID pd-13 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| AI usage controlsID pd-14 | Product Documentation | www.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Rollout strategyID pd-15 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Populate contentID pd-16 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| About sensitive findingsID pd-17 | Product Documentation | docs.glean.com/ | GleanOfficial Glean documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
