AI Agents · 4 alternatives compared
Best Glean Alternatives in 2026
Get Glean-style cross-app search and AI answers without a six-figure annual contract. DeskFerry 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.
1,500+ integrations · 200+ agent templates · live in ~10 minutes · no code
The verdict
Switch to DeskFerry, or stay on Glean?
The short answer, before the detail. Most of this page argues one way — this part argues both.
Pick DeskFerry 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.
About Glean
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.
- Starting price
- Enterprise quote (≈$40-50 per seat per month, annual)
- Free tier
- No
- Integrations
- 100+
- Best for
- Mid-to-large enterprises with an IT team, a procurement budget, and a need to make internal knowledge searchable across a sprawling SaaS stack.
The gap
Where Glean falls short.
The complaints that send teams looking for a Glean alternative — and the DeskFerry pattern that answers each one.
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 DeskFerry vs the closest alternatives.
Pricing, free tiers, and agent capability at a glance. Figures are taken from each vendor's public pricing page on the review date at the foot of this page.
| Feature | DeskFerry | Glean | Notion | Lindy 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 switch
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. DeskFerry 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.
The lineup
Best Glean alternatives.
What each one is actually good at, who it suits, and what it costs — so you can rule most of them out quickly.
DeskFerry
OursDeskFerry 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 DeskFerry
What DeskFerry does that Glean doesn't.
Agents that read context, decide what to do next, and act across your tools — rather than rules that fire when a trigger matches.
Beyond rule-based automation
Glean follows preset rules. DeskFerry 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.
Migration
Moving off Glean, in 4 steps.
Most teams get a first agent live the same afternoon they sign up. You don't have to switch everything at once — run both for a week.
Step 01
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.
Step 02
Recreate those answers in DeskFerry
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.
Step 03
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.
Step 04
Run side-by-side through Glean renewal
Most teams run DeskFerry alongside Glean until the contract renewal, then consolidate based on which surface employees actually use.
In the wild
Where DeskFerry beats Glean.
The jobs where an agent that reads context and decides what to do next pulls ahead of a rule that fires on a trigger.
Cross-app search with an action attached
Glean finds the policy doc. The DeskFerry 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?" — DeskFerry 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
Why teams switch
“We replaced three different point tools and a part-time VA with DeskFerry. The first agent we built paid for itself in two weeks.”
Honest take
When Glean is the better call.
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.
FAQ
Glean alternatives — frequently asked.
Is DeskFerry cheaper than Glean?
By an order of magnitude for most teams. DeskFerry 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 DeskFerry.
Can DeskFerry index Confluence, Drive, and Slack the way Glean does?
Yes — DeskFerry 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 DeskFerry support the agent layer Glean recently launched (Glean Agents)?
Yes — DeskFerry 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?
DeskFerry is built to enterprise-grade security practices, 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 DeskFerry?
There is no automated index migration. In practice teams keep their Glean for the rest of the contract, layer DeskFerry on top for the action workflows, and decide at renewal whether to consolidate.
What is the catch?
DeskFerry'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.
Describe the work. Watch it run.
Tell DeskFerry what Glean was supposed to handle, in a sentence. It builds the agent, wires your tools, and takes the job from there. Start free — no credit card.
Or see the whole DeskFerry agent platform — builder, integrations, orchestration, and memory in one place.
Keep exploring