Glean
Enterprise search and AI assistant for work
Overview
Glean indexes everything across an enterprise's SaaS tools (Slack, Google Workspace, Salesforce, Jira, GitHub, etc.) and provides an AI-powered search and chat assistant grounded in that internal knowledge. One of the most-cited examples of enterprise AI ROI.
Pricing
Pricing shown for reference only. These figures reflect RECATOOLS research as of 3 Sep 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.
- Per-user/month platform licence
- Annual or multi-year contracts
- Minimum seat commitments typical
- FlexCredits scale with actual AI usage
- Replaces the old flat per-user AI add-on
- Volume discounts negotiated
Use cases
What you can produce with Glean
- Search across all connected SaaS tools in one natural-language query and get a permissions-aware, source-cited answer — without opening Slack, Jira, Google Drive, or Salesforce separately.
- Ask Glean's AI assistant to summarise a long Confluence page, Slack thread, or Google Doc and receive a condensed brief with source links in seconds.
- Use Glean Agents to automate multi-step knowledge workflows — such as drafting an incident post-mortem by pulling context from GitHub, PagerDuty, and Slack simultaneously.
- Set up personalised knowledge recommendations so new hires or team members are surfaced relevant documents, policies, and contacts based on their role and department without searching manually.
- Create a company-specific AI assistant (Glean Apps) grounded solely in internal knowledge, so employees get answers aligned to company processes rather than generic web content.
- Govern information access centrally — Glean syncs permissions from every connected source in real time, so sensitive documents remain visible only to authorised users even as org structures change.
- Query Glean's Insights API to understand which topics are most searched, how content engagement trends over time, and which knowledge areas show low coverage — surfacing gaps that content owners can address.
Glean is a leading enterprise work-AI platform: it indexes a company's SaaS apps (email, docs, tickets, chat, code) into a permissions-aware search and assistant, with an agent-building layer on top. Its strengths are connector breadth, respect for existing access controls, and answer quality grounded in real company data, which is why it commands premium enterprise deals. It suits mid-to-large organisations drowning in scattered knowledge across many tools.
The honest caveats are cost and commitment: pricing is enterprise-scale and opaque, deployment and connector configuration take real effort, and value depends on already having clean, well-permissioned data. ASEAN deployments are possible but data-residency and regional support should be confirmed up front. A strong category leader, but firmly an enterprise purchase, not a try-it-today tool.
What people say
Budget $50 a user per month before you have paid for anything else — that is the buyer-reported starting point, with some prospects citing closer to $75, minimum contracts around 100 seats, mandatory support fees near 10% of contract value, and procurement write-ups adding $20,000–50,000 in implementation plus ongoing cloud indexing costs. Buyers' guides put a realistic fully-loaded deployment at $350,000–480,000 a year. Glean publishes none of it, and the pricing opacity is the most consistent complaint across Gartner Peer Insights and buyer-data sources like Vendr and GoSearch.
What the money buys mostly works. Gartner reviewers score Glean about 4.5 stars across 126+ reviews in the generative-AI knowledge-management category, and G2 puts it at 4.7 across 162 ratings; named customers include Pinterest, Reddit and Confluent. The credit goes to permissions-aware search across 275+ connectors — Slack, Google Workspace, Salesforce, Jira, GitHub, Confluence — returning natural-language, source-cited answers scoped to what each individual user is actually allowed to see rather than a flat index. A $150M Series F valued the company at $7.2 billion; ARR passed $200 million after roughly doubling in nine months, and a May 2026 announcement put it at $300 million, up 89% year on year. TechCrunch framed the growth as companies buying Glean to consolidate AI spend.
The recurring criticisms are consistent across review sites. Search quality degrades on old, badly tagged or siloed content, with some reviewers describing behaviour closer to keyword matching than semantic understanding. Setup is genuinely IT-heavy, and keeping the permissions mapping current is an ongoing burden rather than a one-time configuration — several Gartner reviews flag permission-mapping surprises where content turned out more visible than intended during rollout. Glean Agents can now execute actions, updating CRM records, posting to channels, creating tasks, but users still describe end-to-end workflow automation as shallow: good at finding and summarising, weak at acting. Occasional hallucinated summaries get noted too.
The consensus fits the price tag — a category leader that large enterprises rate well, and a poor fit below roughly a hundred seats.
Summary of public user & expert reviews, compiled by RECATOOLS.
About this listing
This entry was compiled from publicly available data including Glean's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Glean unless explicitly stated.
Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.
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