Best Glean Alternatives in 2026
Get Glean-style cross-app search and AI answers without a six-figure annual contract. Arahi indexes 1,500+ apps and acts on what it finds.
Glean sells on annual contracts with per-seat pricing typically in the $40-50/user/month range and a strong floor for the buyer count. Small and mid-market teams find it out of reach.
- No persistent memory between runs
- No native business integrations
- No team collaboration model
- PA
Personal AI Assistant · Personal Assistant
Inbox, calendar, meeting prep — with memory
Running - SD
Sales Department
Enrich, score, draft outreach end-to-end
Running - SD
Support Department
Triage tickets across channels in your tone
Running
Persistent memory, 1,500+ integrations, multi-agent departments — the things Glean doesn't ship.
Should you switch to Arahi or stick with Glean?
Pick Arahi if…
- You want Glean-style cross-app answers without the enterprise contract.
- You need the AI to act on what it finds — file tickets, update records, send messages.
- You want to ship in an afternoon, not after an IT-led rollout.
Stick with Glean if…
- You are an enterprise with a strict compliance posture that demands self-hosted connectors.
- Your primary need is retrieval-first — finding the right doc fast across a mature SaaS stack.
- You have an existing enterprise software budget where Glean's pricing is not a blocker.
- Integrations
- 1,500+
- Agent templates
- 200+
- Setup time
- 10 min
- Required
- No code
What is Glean?
Glean is an enterprise AI work assistant and search platform. It indexes a company's SaaS apps — Slack, Google Drive, Confluence, Jira, Salesforce — and gives employees a single search bar and chat experience grounded in internal knowledge.
While Glean is a solid choice for many teams, it is not the only option. Whether you are looking for better pricing, more advanced AI capabilities, or a different approach to AI Agents, the alternatives below offer compelling options for businesses of all sizes.
Where Glean falls short
Common pain points that lead teams to look for Glean alternatives — and the Arahi pattern that replaces them.
A perfect Confluence quote in the answer panel — and the new hire still has to file the ticket, ping the manager, and wait two days.
- Answer found, but nobody filed the access ticket
- No manager approval pinged in Slack
- IT learns about it 36h later via a Confluence comment
- KQ
Knowledge Q&A
Quotes the runbook with source link
Running - TF
Ticket Filer
Opens LIN-4892, assigns @data-platform-oncall
Running - ML
Manager Loop
Pings approver, tracks until resolution
Queued
Same indexed answer Glean returns — plus the ticket filed, the manager pinged, and the loop closed.
Enterprise contract pricing
Glean sells on annual contracts with per-seat pricing typically in the $40-50/user/month range and a strong floor for the buyer count. Small and mid-market teams find it out of reach.
Heavy setup and IT approval
Glean requires connectors deployed inside a customer's environment, an SSO integration, and an IT-driven rollout. Most teams take weeks to get value, not hours.
Search and answers, not actions
Glean is exceptional at finding the right document or quote across your stack. It does not file the ticket, update the CRM, or send the email — the action layer is still you.
Index-centric architecture
Glean's strength is the unified index. That same architecture limits how easily it adapts to event-driven agents that react to changes in the source systems.
Side by side
Glean vs Arahi AI vs top alternatives
Features, pricing, and AI capabilities at a glance.
| Feature | Arahi AI | Glean | Notion | Lindy AI | Relevance AI |
|---|---|---|---|---|---|
| Starting price | $49/mo | Enterprise quote (≈$40-50 per seat per month, annual) | $10/user/mo | $49.99/mo | — |
| Free tier | Yes — 850 credits | No | Yes | Yes | — |
| AI agents | Yes — native | Glean Agents (Enterprise) | Notion AI (writing only) | Yes — native | — |
| Integrations | 1,500+ | 100+ | 50+ | 3,000+ | — |
| No-code setup | Yes | Yes | Yes | Yes | — |
| Multi-step branching | Yes | Yes | No (needs Zapier/Make) | Limited (single agent) | — |
| Self-hostable | Enterprise only | Enterprise option | No | No | — |
Why look for a Glean alternative?
Glean is the gold standard for enterprise work search — fast, well-grounded, and properly scoped to internal data. The reason teams search for a Glean alternative is rarely the product; it is the price tag and the rollout cost. A 50-person team is staring at a six-figure annual commit before any agent does any work. Arahi AI provides the same "ask across your stack" experience for teams who are not ready (or willing) to buy enterprise, and then goes one step further — agents can act on the answer instead of just returning it.
Best Glean alternatives
Compare the top alternatives to Glean by features, pricing, and AI capabilities.
Arahi AI
Arahi AI provides autonomous AI agents that go beyond simple automation. Each agent can research, reason, and execute complex business tasks end-to-end, connecting to 1,500+ tools with intelligent decision-making at every step.
- Best for
- Teams that want AI-powered agents that think and act autonomously, not just rule-based automations.
- Pricing
- Paid plans from $49/month with 850 credits. Paid plans scale with usage.
Lindy AI
Lindy AI is a platform for creating personal AI assistants called Lindies. Each assistant can automate specific tasks like scheduling, email drafting, and customer support by combining AI reasoning with integrations to popular business tools..
- Best for
- Businesses that need AI Agents capabilities with a different approach than Glean.
- Pricing
- Free tier or trial available. Paid plans vary.
Relevance AI
Relevance AI is a no-code platform for building and deploying AI agents and tools. Teams compose agents from low-level primitives — tool calls, prompt scaffolds, chain-of-thought patterns — and run them on a per-credit metered plan.
- Best for
- Businesses that need AI Agents capabilities with a different approach than Glean.
- Pricing
- Free tier or trial available. Paid plans vary.
Sintra AI
Sintra AI offers a suite of pre-built AI assistants called Brains (Soshie for social, Cassie for support, Emmie for email, and others) that handle specific business functions. Each Brain is a chat-style persona with a fixed role, designed for targeted workflows rather than custom agent building..
- Best for
- Teams evaluating a switch from Glean who want a tool in the AI Agents category with a different feature set.
- Pricing
- Free tier or trial available. Paid plans vary.
Why choose Arahi AI over Glean
Go beyond basic automation with AI agents that think, decide, and act.
Beyond rule-based automation
Glean follows preset rules. Arahi AI agents understand context, adapt to edge cases, and make smart decisions that would otherwise require a human.
Unified platform for every team
Replace multiple point solutions with a single platform where AI agents handle sales, support, marketing, operations, and more.
No-code agent builder
Business teams can create, customize, and deploy AI agents without any programming — just describe what you want automated and the agent handles the rest.
Enterprise-ready from day one
Enterprise-grade security, encrypted data, role-based access, and audit logging come standard — not as expensive add-ons.
Switching from Glean to Arahi in 4 steps
Most teams get a first agent live in the same afternoon they sign up.
- 1
Pick the three questions employees ask Glean most
Usually "where is the policy on X," "what is the status of Y," "who owns Z." These become your first agents.
- 2
Recreate those answers in Arahi
In the agent builder, describe the question and connect the same source apps (Slack, Drive, Confluence, Salesforce). The agent grounds answers the same way Glean does.
- 3
Add the action layer
Glean stopped at the answer. Add the next step — file the ticket, update the record, send the message — to each agent.
- 4
Run side-by-side through Glean renewal
Most teams run Arahi alongside Glean until the contract renewal, then consolidate based on which surface employees actually use.
In the wild
Where Arahi AI beats Glean
Real workflows where autonomous AI agents outperform rule-based automation.
Cross-app search with an action attached
Glean finds the policy doc. The Arahi agent reads it, opens the Jira ticket the policy requires, and assigns the owner.
Customer
“How do I get access to the production Snowflake warehouse?”
Agent draft · in your tone
Per the data-access runbook (steps 1-4), this needs a manager sign-off plus a 24h security review. I've opened LIN-4892, assigned @data-platform-oncall, and pinged your manager in Slack for approval.
Sales rep "ask anything" with CRM write-back
Ask "what does this account owe us?" — Arahi reads Stripe, Salesforce, and Intercom, and posts the answer plus a follow-up task to the AE.
- AQ
Account Q&A
Reads Stripe, Salesforce, Intercom — answers grounded in live state
Running - FF
Follow-up Filer
Posts answer to the AE channel, logs the next-step task
Running - RW
Renewal Watcher
Flags accounts where the answer reveals churn risk
Queued
Onboarding agent that closes the loop
New hire asks how to request access to Snowflake. The agent answers, files the access ticket in Linear, and notifies the IT owner.
Snowflake access request — opened and routed
- • Runbook: Confluence · "Data access" steps 1-4
- • Ticket: LIN-4892 · @data-platform-oncall
- • Manager: Pinged @priya for approval
Real teams, real results
500+ teams running Arahi
We replaced three different point tools and a part-time VA with Arahi. The first agent we built paid for itself in two weeks.
Honest take
When Glean is the right choice
Glean is the right call if you are an enterprise with a security and compliance posture that demands self-hosted connectors, an existing budget for enterprise software, and a primary need that is genuinely retrieval-first — "find the right thing, fast" — across a mature SaaS stack. Glean's indexing depth, ACL handling, and enterprise admin tooling are still ahead of where lower-cost alternatives sit. If procurement is not the bottleneck, Glean remains the polished pick.
Questions
Frequently asked questions
Common questions about Glean alternatives.
Is Arahi cheaper than Glean?
By an order of magnitude for most teams. Arahi is $49/mo flat on the Starter plan; Glean is enterprise-priced with a per-seat annual commit. A 50-person team typically saves five figures per year by starting on Arahi.
Can Arahi index Confluence, Drive, and Slack the way Glean does?
Yes — Arahi connects to all three natively (plus 1,500+ other apps). The agents can search them and act on what they find. The difference vs. Glean is the depth of admin tooling around the index; Glean still leads on ACL inheritance and enterprise admin.
Does Arahi support the agent layer Glean recently launched (Glean Agents)?
Yes — Arahi was built around agents from the start, so the agent layer is the product rather than an upsell on top of the search index.
What about compliance — SOC 2, encryption, ACLs?
Arahi is SOC 2-compliant, encrypts data in transit and at rest, and respects source-system permissions on read. The depth of enterprise admin tooling is lighter than Glean's — Glean is still the right pick for strict enterprise compliance reviews.
Can I migrate from Glean to Arahi?
There is no automated index migration. In practice teams keep their Glean for the rest of the contract, layer Arahi on top for the action workflows, and decide at renewal whether to consolidate.
What is the catch?
Arahi's enterprise admin tooling — ACL inheritance, role-based admin, custom retention — is lighter than Glean's. For Fortune 500 deployments with a hard compliance line, Glean is still the safer pick.
Related resources
Discover more ways Arahi AI can help your business.
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