Best Glean Alternatives in 2026: Coworker vs Glean
The best Glean alternative for enterprise teams is Coworker.ai. Glean is a strong enterprise search and assistant platform that has added agents. Coworker is built agent-first: it pre-synthesizes your org context in the background so agents proactively flag risks, draft CRM updates for one-click approval, and move work forward, across 50+ tools, with a dedicated onboarding team.
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Meeting transcript
Extracted 4 action items from Acme call
Salesforce update
Stage → Discovery Complete, notes queued for approval
Follow-up draft
Recap email with POC timeline composed
Reasoning steps
What makes Coworker different
Organizational memory vs. connector-based search
Coworker
OM2 builds a living knowledge graph across 120+ dimensions, mapping relationships between people, accounts, and decisions. Agents get pre-synthesized understanding, not just document retrieval.
Glean
Indexes your tools into a hybrid search index plus an Enterprise Graph and personal graphs that Glean precomputes and keeps refreshed. Very strong at finding and citing documents across many sources.
Side by side
See it on your own tools
Comparing Glean and Coworker?
Book a 20-minute demo, or get a free Context Impact Report: we run your team's questions through your current setup and through Coworker, then score every answer blind.
Coworker is a context layer for enterprise AI. It connects 50+ work tools, builds a permission-aware company graph called OM2, and runs agents that act across those tools, inside Coworker or in Claude, ChatGPT and Cursor through Coworker MCP.
Coworker AI vs Glean: what is the difference?
Coworker AI is a context layer for enterprise AI that was built agent-first, while Glean started as enterprise search and launched Glean Agents in February 2025. Coworker builds OM2, a permission-aware company graph across 50+ tools, and its agents update CRMs, file tickets and send follow-ups, inside Coworker or in Claude, ChatGPT and Cursor through Coworker MCP.
What is the best Glean alternative for enterprise teams?
Coworker is a Glean alternative for enterprise teams that want agents to do the work, not only find documents. Coworker connects 50+ tools, keeps a permission-aware company graph called OM2, and runs agents that write to Salesforce, HubSpot, Jira, Notion and Slack. Our Glean alternatives guide covers the wider market.
Glean MCP vs Coworker MCP: which gives Claude and ChatGPT better company context?
Glean and Coworker both run MCP servers for Claude, ChatGPT and Cursor that respect user permissions. Coworker MCP adds OM2, Coworker's organizational memory, and lets any MCP client invoke Coworker agents directly. Glean exposes agents as MCP tools only when they have no write tools and no human approval steps. More in Glean MCP vs Coworker MCP.
Is it worth switching from Glean if your team already built agents in Glean?
Coworker makes that a measured decision instead of a guess. Teams run Coworker next to Glean during the switch, set up their most-used agents in Coworker's no-code agent builder with schedules, triggers and approval gates, and compare results on real work. Coworker also runs its 100-task benchmark on your own company data for free before you commit.
Our Glean renewal is expensive. What are cheaper alternatives?
Coworker lets you test a Glean renewal before you sign, with pricing scoped to your organization. Coworker runs its 100-task benchmark on your company's data for free and covers the token costs. Glean is quote-based too, and buyers on Vendr report a median of about $99,000 a year. See Glean pricing.
The ROI calculation was straightforward. We just needed to save two to two and a half hours per month per person to break even. We exceeded that in the first few weeks.
Marcin Safranow
VP IT Operations, Huuuge Games
Enterprise-grade security, from day one
SOC 2 Type II
Audited annually, report on request
Hosted locally
Your memory stays in your region. Open-source models run in the US.
Isolated per company
In our cloud or your VPC
Never trains on your data
No model provider, closed or open source
Your permissions, enforced
The access already set in Salesforce, Slack, Jira and Drive
Also included
FAQ
Frequently asked questions
Both platforms now offer AI agents and write actions. The key difference is approach: Glean started as enterprise search and added agents on top. Coworker was built agent-first with OM2 organizational memory. Both now have native meeting notes; Coworker's notetaker also drafts the post-meeting actions for one-click approval.
Glean does not publish public pricing; it is quote-based and enterprise-focused. Its Enterprise Flex model combines a per-user seat with pooled usage credits. Buyer-reported contracts on Vendr have a median of about $99,000 a year (range roughly $30,000 to $209,000), and minimums are often 100 to 250 users. For Coworker pricing, book a demo.
The most common Glean alternatives are Coworker, Guru, Microsoft Copilot, and Dust, alongside traditional enterprise search tools. The right choice depends on whether you need search only or agents that take action across your tools. Coworker is agent-first with OM2 organizational memory and native meeting intelligence, making it a strong fit for teams that want work done, not just answers.
Yes. Glean launched Glean Agents in February 2025 with a no-code builder. Its agents can run on a schedule or when content changes, and use native actions (85+ added in February 2026) plus MCP tools. Both platforms can automate workflows. Coworker differentiates with OM2 organizational memory, meeting notes that run the follow-ups, and faster deployment.
Agents can start working in minutes once your tools are connected, and full setup takes days, not weeks. An onboarding team handles integration setup, and both platforms can run in parallel during the transition.
Yes. Both offer MCP servers that work with Claude, Cursor, and other MCP-compatible tools. Coworker's MCP server supports direct agent invocation, letting you trigger workflows from any MCP client. Glean can also expose agents as MCP tools, but only agents with no write tools and no human approval steps.
Yes. Coworker is SOC 2 Type II certified, GDPR compliant and CASA Tier 2 verified. Answers respect the permissions already set in your tools, so people only see what they can already access, and data is encrypted at rest and in transit. Enterprise customers get SAML SSO and a security review.
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