Glean+67 Strong positive

GILD Review

GILD's call and the buying facts behind it.

From GILD research

Should we adopt Glean?

Which of your teams need Glean's cross-app search enough to pay a price Glean does not publish?

30-Second TakePick Glean if company knowledge is spread across many SaaS tools and IT owns connectors and permissions.
Best fitCompanies that run Slack, Google Workspace or Microsoft 365, Atlassian, and a CRM, with IT owning connectors and permissions.GILD Review
Consider another workflowIf nearly all knowledge sits in Microsoft 365 or Notion, test that suite's assistant before adding another search layer.GILD Review

Drawn from 68 sources and 5 operator insights

GILD analysis

Glean Review

Buy Glean for search across many apps: 9 of 10 public accounts on cross-app search praise it, and of 51 accounts overall, 27 are positive and 2 negative. Assistant answers split 4 positive to 4 critical. It brings 275+ connectors, 40+ models, and single-tenant hosting in Glean's cloud or yours, with no published price and pooled credits on top of seats for agents and Premium models.

Enterprise Search
AI Costs

The decision

Best fit: Companies that run Slack, Google Workspace or Microsoft 365, Atlassian, and a CRM, with IT owning connectors and permissions.
Consider another workflow: If nearly all knowledge sits in Microsoft 365 or Notion, test that suite's assistant before adding another search layer.
Adoption condition: Audit source permissions. Measure a 100 to 300 user pilot before buying company-wide seats. Set monthly usage limits before rollout.

Basis: Glean documentation and pricing structure, plus 51 public accounts, among them 14 PeerSpot and TrustRadius reviews and 6 GitHub reports from developers building on Glean's APIs, SDKs, and MCP server. Glean's own 2026 evaluation reports graders preferred it over ChatGPT 1.9 times as often on correctness; in the pilot, grade 50 real questions blind.

Buying & deployment factsWhat business and product leaders should verify before rolling it out across teams.

How you buy it

No list price

Per-user seats through sales, with AI usage billed on top of the seat.

Source 1, glean.com, glean.com/pricing (redirects to the homepage): glean.com/pricing (redirects to the homepage)Source 4, Glean, Deployment models: Deployment models Source 3, Glean, Core Suite pricing: Core Suite pricing Source 2, Glean, Enterprise Flex pricing: Enterprise Flex pricing

Details

Through a Glean account team, with no published list price: glean.com/pricing redirects to the homepage, which lists no price. Seats are licensed per user per month under Glean Core Suite or Enterprise Flex. AI usage comes on top: Core Suite bills Model Hub usage at provider API rates against an upfront commit, and Enterprise Flex includes a pooled FlexCredit allowance with extra packs for sale.

Cost drivers

FlexCredits

Premium models, agent runs, slides, and meeting notes draw on the pooled allowance.

Source 2, Glean, Enterprise Flex pricing: Enterprise Flex pricing

Details

Seats set the base cost. Premium models, agent runs, slide generation, and meeting notes consume FlexCredits. Enterprise Flex includes Basic and Standard models in fast mode, and Thinking and Adaptive Reasoning queries on Standard models up to 100 per user per week. Protect+ and Premium Support carry site-wide annual fees.

Where it runs

Single-tenant cloud

Glean hosts it for you, or it runs in your own GCP or AWS account for less.

Source 4, Glean, Deployment models: Deployment models Source 3, Glean, Core Suite pricing: Core Suite pricing

Details

Glean Hosted runs single-tenant with regional data residency, in multiple GCP and AWS regions. Customer Hosted runs in your GCP or AWS account at lower licensing cost. Employees use web, browser extension, desktop and mobile apps, Slack, Teams, and MCP hosts.

What to verify

Native connectors

Check each source has a native connector beyond MCP, and that the credit pool covers your agent runs.

Source 5, Glean, About connectors: About connectors Source 2, Glean, Enterprise Flex pricing: Enterprise Flex pricing

Details

Whether each source has a native connector or only web history, push API, or MCP access, how the contract's credit pool compares with projected agent runs, and whether you need Protect+ scanning before rollout. Core Suite includes Glean Protect in the seat fee, with SSO, zero LLM data retention, and detailed audit logs. Glean lists ISO 42001, HIPAA, TX-RAMP Level 2, SOC 2 Type II, ISO 27001, and GDPR.