6 researched alternatives
Glean Alternatives (2026): 6 Compared
6 real alternatives to Glean: Moveworks, n8n, Dify, Sierra, Intercom Fin and Salesforce Agentforce, compared on IT/HR ticket deflection, transparent self-hosted pricing, single-purpose customer support, and CRM-native reach, verified against this site's own researched listings.
On this page
Glean is an enterprise "Work AI" platform: permission-aware search across 100+ connected workplace systems (Slack, Confluence, Jira, Salesforce, GitHub, Notion and more), grounded in a single Knowledge Graph that respects each user's existing access permissions, with an AI assistant and no-code agent builder layered on top.
Why these 6 made the shortlist
Founded in 2019 by Arvind Jain (a former Google distinguished engineer and Rubrik co-founder), it is one of the best-funded independent platforms in this index: over $765M raised across six rounds, a $7.2B valuation as of June 2025, and $100M in annual recurring revenue by February 2025. Its foundation is genuinely different from the tools around it: search and permission-aware indexing come first, agent-building second, unlike Moveworks' ticket-resolution focus, n8n and Dify's workflow-canvas approach, or Sierra's single-purpose customer-facing agents.
It also ships Model Context Protocol support in both directions today, a capability Moveworks' own blog still describes as only "planned." The tradeoffs are disclosed in Glean's own listing: there is no public price list anywhere, and independent buyer-data aggregation (Vendr, 174 tracked purchases) puts the median annual deal at $98,890, ranging from $29,880 to $208,897, with typical enterprise minimums around 100-250 seats; G2 reviewers describe it as expensive relative to competitors and report a support fee near 10% of contract value as effectively mandatory on top; and its chat can still hallucinate like any LLM-backed assistant, with reviewers also flagging an unintuitive UI and a separate login even when a user is already signed into a connected app.
Glean's own listing names exactly who should look elsewhere: buyers who want transparent, self-serve pricing instead of a six-figure sales-gated deal; anyone who wants a single-purpose customer-facing support agent rather than a company-wide knowledge-and-agent layer, naming Sierra, Decagon and Intercom Fin directly; or anyone who wants a pure workflow-automation canvas instead, naming n8n and Dify directly.
Stay with Glean if your agent strategy starts with finding and reasoning over everything your company already knows, spread across a hundred disconnected systems; move if you want IT/HR ticket deflection specifically, a cheaper self-hosted way to automate one workflow, a single-purpose customer-facing resolution agent, or agents that already live inside a Salesforce-native stack.
The six tools below are independently researched, Published listings on this site, not a scraped or AI-generated list: each carries current pricing we verified, sourced pros and cons, and an honest best-for and not-for call.
How we chose these alternatives
We only draw alternatives from this site's own Published, individually-researched Agent-platforms and Customer-support-agent listings, never a fresh, unverified list. A tool qualifies only if it is a genuine platform a company would actually adopt in place of Glean, fact-checked against its own pricing and deployment model, with sourced pros, cons and a best-for call already in place. The order below runs from the one alternative Glean's own listing calls its closest comparator, through the two workflow-canvas and two single-purpose-support alternatives Glean's own not_for line names directly, to a CRM-native platform for companies whose knowledge already lives inside Salesforce.
How Glean and its alternatives compare
| Feature | Moveworksvs Glean | n8n | Dify | Sierra | Fin | Salesforce Agentforce |
|---|---|---|---|---|---|---|
| Description | Employee-facing AI assistant for IT, HR and finance across 100+ enterprise systems, a ServiceNow product since December 2025, used by 5.5 million employees at companies like Siemens, Toyota and Unilever. | Source-available workflow automation with native AI-agent nodes and 500+ integrations. Self-hostable free, or on n8n Cloud from €20/month. | Open-source, visual platform for building production LLM apps and agents, self-host it or run it in the cloud. | Bret Taylor’s enterprise agent platform, branded AI agents that resolve customer issues end to end, priced on outcomes. | Intercom’s customer-service AI agent, resolves tickets omnichannel over any helpdesk, billed per resolution. | Salesforce's enterprise platform for building, testing and running AI agents across customer and employee workflows, with CRM actions, voice, APIs, MCP and multi-agent orchestration. |
| Category | Agent platforms | Agent platforms | Agent platforms | Support agents, Agent platforms | Support agents | Agent platforms |
| From | Custom | Free | Free | Custom | $0.99 / outcome | Free |
| Tier | Listed | Listed | Listed | Listed | Listed | Listed |
| API | Yes | Yes | Yes | - | Yes | Yes |
| Tags |
The digest
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6 alternatives to Glean, in detail
Moveworks
from CustomEmployee-facing AI assistant for IT, HR and finance across 100+ enterprise systems, a ServiceNow product since December 2025, used by 5.5 million employees at companies like Siemens, Toyota and Unilever.
Best for Large, often regulated enterprises (finance, healthcare, government-adjacent) that want one AI assistant handling IT, HR and finance requests across 100+ existing systems, and that value deep compliance certification over self-serve simplicity.
Glean's own verdict names Moveworks directly as the answer when IT/HR ticket deflection specifically is the job, and Glean's own pros field calls it "this category's closest comparator." Moveworks matches Glean's permission-aware, 100+-system reach but is built around resolving employee IT, HR and finance requests rather than general knowledge search, and it now sits inside ServiceNow's own ITSM stack after a $2.85B acquisition that closed December 2025. The tradeoff: MCP support is still "in development" per Moveworks' own blog (Glean ships it in both directions today), G2 reviewers report a real implementation burden -- a roughly 2-month average rollout and continued vendor involvement even for small post-launch changes -- and independent buyer analyses already expect pricing to shift toward bundled ServiceNow SKUs now that it is no longer an independent company.
n8n
from FreeSource-available workflow automation with native AI-agent nodes and 500+ integrations. Self-hostable free, or on n8n Cloud from €20/month.
Best for Ops and automation teams who want to build agentic workflows visually while keeping data on self-hosted infrastructure.
The first of two alternatives Glean's own not_for line names for readers who want "a pure workflow-automation canvas" instead of a company-wide knowledge layer. n8n is self-hostable for free under a fair-code license, with 400+ integrations on a visual builder and transparent published pricing from €20/month -- a real, checkable alternative to Glean's undisclosed, sales-gated six-figure deals. The tradeoff: the fair-code license is source-available rather than OSI open-source, so check its terms before commercial resale, and complex agent logic can get unwieldy on a visual canvas in a way it would not inside Glean's Knowledge Graph.
Dify
from FreeOpen-source, visual platform for building production LLM apps and agents, self-host it or run it in the cloud.
Best for Developers and teams who want an open-source, self-hostable platform to build RAG apps and agents with full data control.
The second workflow-canvas alternative Glean's own not_for line names. Dify is open-source and self-hostable with a genuinely all-in-one scope -- workflow, RAG, agents, model management and observability in one tool -- and ships real enterprise proof: A.P. Møller-Maersk cut AI-app development from four months to two weeks per app using it. Cloud pricing starts at $590/year, a fraction of Glean's roughly $98,890 median deal. The tradeoff: its license is Apache-2.0-derived with extra conditions on multi-tenant and branding use, self-hosting means owning your own upgrades and scaling, and deeply bespoke agent logic can still be easier to build in a code-first framework than on Dify's broad, general-purpose canvas.
Sierra
from CustomBret Taylor’s enterprise agent platform, branded AI agents that resolve customer issues end to end, priced on outcomes.
Best for Large enterprises that want branded, autonomous customer agents that resolve issues end to end and are willing to run a managed engagement.
The first of two alternatives Glean's own not_for line names for readers who want "a single-purpose customer-facing support agent" rather than an internal knowledge-and-agent layer. Sierra resolves customer issues end to end across every channel on outcome-based pricing -- you pay only for resolutions, human escalations are free -- with real enterprise scale behind it: $150M+ ARR by February 2026 and named customers including SoFi, Ramp and Chime. The tradeoff: it is enterprise-only and sales-led with no public pricing, no free tier and no self-serve API, and its outcome pricing is custom-negotiated and hard to benchmark ahead of a contract.
Fin
from $0.99 / outcomeIntercom’s customer-service AI agent, resolves tickets omnichannel over any helpdesk, billed per resolution.
Best for Support teams from mid-market to enterprise that want an AI agent layered over their existing helpdesk with pay-per-resolution economics, omnichannel coverage and a built-in tuning loop.
The second single-purpose-support alternative Glean's own not_for line names, and the more accessible of the two: Fin layers onto an existing helpdesk in under an hour with published per-resolution pricing starting at $0.99, against Sierra's fully custom, sales-gated rate. The tradeoff: Fin bills for "assumed" resolutions when a customer simply stops replying, its "qualifications" are billed separately at $9.99 each -- roughly 10x the headline resolution rate -- and Salesforce's pending ~$3.6B acquisition of Intercom/Fin (announced June 2026, expected to close around Salesforce's fiscal Q4 2027) leaves pricing and non-Salesforce-helpdesk support undecided for now.
Salesforce Agentforce
from FreeSalesforce's enterprise platform for building, testing and running AI agents across customer and employee workflows, with CRM actions, voice, APIs, MCP and multi-agent orchestration.
Best for Salesforce service, sales, field-service and employee-support teams that need agents to act on CRM records and have Salesforce admin or developer capacity.
For readers whose knowledge and workflows already live inside Salesforce rather than spread across 100+ disconnected systems -- a genuine angle Glean's own fields do not name, but its own live-CRM-record integration supports directly. Agentforce agents call Salesforce Flows, Apex and MuleSoft APIs directly against live CRM records, it is genuinely model-agnostic (GPT-5.x, Claude and Gemini alongside Salesforce's own Einstein models), and it has real scale behind it -- 10,000+ agents built in its Dreamforce launch week alone. The tradeoff: consumption pricing has already changed shape multiple times since its October 2024 launch, full cross-system context requires the separately-priced Data Cloud, and independent buyer analyses put real mid-market annual spend at $150,000-$600,000 once that is included -- in the same range as Glean's own sales-gated deals, so this is a lateral move for CRM-native reach, not a cheaper one.
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- Is there a free alternative to Glean?
- n8n has a free, self-hosted Community tier and Dify has both a free self-hosted Community Edition and a free Sandbox cloud tier -- real ways to build workflow automation or LLM agents without Glean's sales-gated, six-figure-median deal, though neither indexes 100+ systems into one permission-aware Knowledge Graph the way Glean does.
- What is the closest alternative to Glean?
- Moveworks -- Glean's own listing calls it "this category's closest comparator," matching Glean's permission-aware, 100+-system reach but built around resolving employee IT, HR and finance tickets rather than general knowledge search, and now backed by ServiceNow's own ITSM stack after a $2.85B acquisition that closed December 2025.
- Which Glean alternative has transparent, published pricing?
- n8n (from €20/month) and Dify (from $590/year, plus a free self-hosted tier) both publish real price lists, unlike Glean's fully sales-gated, six-figure-median enterprise contracts.
- Is there a Glean alternative built specifically for customer-facing support?
- Sierra and Intercom Fin, both named directly in Glean's own not_for line. Sierra is enterprise-only with custom outcome-based pricing and no free tier; Intercom Fin publishes per-resolution pricing from $0.99 and layers onto an existing helpdesk in under an hour.
- Is there a Glean alternative for teams already standardized on Salesforce?
- Salesforce Agentforce, which calls Salesforce Flows, Apex and MuleSoft APIs directly against live CRM records. It is a lateral move for CRM-native reach rather than a cheaper one -- real mid-market spend lands in the same $150,000-$600,000 range as Glean's own sales-gated deals.
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