The Best Guru Alternatives for AI Search in 2026

Guru is a strong product. It pairs a verified company wiki with enterprise AI search, so answers come from content a human has confirmed is correct. When someone searches for a Guru alternative, it is rarely because Guru fails at what it does. It is because the upkeep, the pricing, or the shape of the tool is wrong for their team.

This guide covers why teams shop for a Guru alternative, what to look for in an AI knowledge base that replaces it, and the seven options worth comparing in 2026, with an honest read on where each one is the better choice.

Why look for a Guru alternative?

The problem these tools solve is real. A 2012 McKinsey study found that employees spend around 9.3 hours a week searching for information, so a tool that answers across your stack pays for itself fast.

Most teams who shop for an alternative like what Guru does. The friction is in how it works day to day. Guru's model is built on verified cards: someone writes the answer, a human verifies it, and it expires on a schedule so a person re-checks it. That governance is the point of Guru, and it is also ongoing work. Someone on your team owns the wiki. Guru has also moved to custom pricing, described on its site as tailored to your organization's scale, knowledge complexity, and AI maturity, so there is no public per-seat price to plan around and buying starts with a sales conversation. And some teams want answers pulled live across every tool without curating a canonical wiki first, or want their data hosted in the EU. Any one of those is reason enough to compare. Which capabilities a good alternative should have is the next question.

What to look for in a Guru alternative

When you compare options, work through these in order:

1. Low upkeep. Answers that stay current without a person verifying and re-verifying cards on a schedule.
2. Pricing that fits. Transparent pricing and a way to start small or free, rather than custom enterprise pricing that starts with a sales conversation.
3. Knowledge capture. A way to capture what was never written down by asking the person who knows, so gaps close rather than coming back empty.
4. Resolved answers. A written answer with a citation, not a list of links to read.
5. Per-person permissions. Every answer filtered to what the individual asker can see, across shared and personal sources.
6. Openness. The knowledge reachable by your own models and agents over an open standard like MCP.
7. Data residency. Clear control over where your data is hosted, with an EU option if you need one.

The 7 best Guru alternatives

1. Agentwork

Best for: teams that want answers and knowledge capture together, without maintaining a verified wiki.

Agentwork is a shared knowledge layer that answers questions across the tools you already use, with the source attached so you can check it. Where it goes beyond a verified wiki: rather than asking a person to pre-write and verify every card, Agentwork sends a request to the person who knows when an answer is not written down, captures their reply, and keeps it for the next person. It enforces per-person permissions across shared and personal sources, flags contradictions when two sources disagree, and stays reachable by Claude or any model over MCP. It also takes actions in the tools it connects to, like creating a Google Doc or updating a Notion page, so an answer can turn into an update without leaving the flow. It is EU-built and hosted, and there is a self-serve 7-day free trial, so you can try it before any contract.

Pros:

• Captures unwritten knowledge by asking the person who knows, with no cards to pre-write or verify.
• Every answer carries its source, respects per-person permissions, and stays reachable by your own models over MCP.
• Self-serve free trial and EU hosting by default.

Cons:

• A new product with few public reviews and a short track record.
• A smaller connector library than category leaders like Glean.

Where Guru is genuinely ahead: if you want a canonical, human-approved wiki as a system of record, that verification workflow is what Guru is built for, and Agentwork does not try to replace it.

2. Glean

Best for: large enterprises that want a mature, permissions-aware search platform.

Glean indexes your apps into a permissions-aware knowledge graph and sells search, an AI assistant, and an agent builder on top. It is the category leader, with deep connector coverage and Fortune 500 deployments. It sells through custom enterprise contracts without public pricing, so it fits teams ready for a larger commitment more than teams that want to start small.

Pros:

• Deep connector coverage and a mature, permissions-aware knowledge graph.
• Proven at Fortune 500 scale, with an assistant and agent builder on top of search.

Cons:

• Custom enterprise contracts with no public pricing and reported seat minimums of roughly 100.
• Rollout is a project measured in weeks of indexing and permission mapping.

3. GoSearch

Best for: enterprises that want fast deployment and a federated architecture.

GoSearch connects to 100+ tools and deploys in days. Its federated model queries sources in real time rather than copying sensitive data into one central index, and it lets you configure which LLM it uses. A practical pick when speed and data handling are the priority.

Pros:

• Deploys in days across 100+ connectors.
• Federated queries keep sensitive data out of a central index, and you choose the LLM.

Cons:

• Federated search leans on each source's own search API, so result quality varies by connector.
• Pricing is custom rather than published, so budgeting starts with a sales conversation.

4. Moveworks

Best for: large IT and HR teams that want automated support across apps.

Moveworks is an agentic AI copilot that takes action across your tools, like resetting passwords or filing tickets. It does more than answer questions, and it carries enterprise pricing to match, with a reported median contract value around $130,000. A fit when automation, more than search, is the goal.

Pros:

• Automates real IT and HR work end to end, like password resets and ticket filing.
• Proven in large employee-support deployments.

Cons:

• Enterprise pricing, with a reported median contract value around $130,000.
• Heavier than needed if answers, rather than automated support workflows, are the goal.

5. Notion AI

Best for: teams whose knowledge already lives in Notion.

Notion AI answers questions and drafts content inside Notion. If most of your documentation is there, it is a low-friction option, though it does not reach across the rest of your stack the way a dedicated search tool does.

Pros:

• Low friction if documentation already lives in Notion.
• Drafts and answers inside the tool your team already writes in.

Cons:

• Reaching tools outside Notion, such as Slack, Google Drive, or Jira, depends on Notion AI Connectors, which require the Business or Enterprise plan and cover only the apps Notion supports.
• Full AI features require Notion's Business plan at $20 per user per month or above; Free and Plus plans get only a limited trial.

6. Slack AI

Best for: teams that live in Slack.

Slack AI searches and summarizes conversations and files inside Slack. It is useful for surfacing what was said, within the limits of one tool.

Pros:

• Searches the place where much of your team's knowledge already flows.
• Nothing new to roll out for teams already on paid Slack plans.

Cons:

• Search beyond Slack itself, through enterprise search connectors for tools like Google Drive and Jira, is reserved for Slack's top enterprise plans; on other plans coverage stays within Slack.
• It surfaces what was said rather than maintaining a curated knowledge base.

7. Dashworks

Best for: teams that want a quick answer bot in Slack across their apps.

Dashworks answers questions across your connected apps from within Slack, with no workflow building required. A lightweight option for fast question-and-answer over your tools.

Pros:

• Quick to set up as an answer bot in Slack across your connected apps.
• No workflow building or curation required to get value.

Cons:

• Lighter on governance and knowledge-management features than a dedicated platform.
• No mechanism to capture answers that were never written down.

Guru alternatives compared

Tool	Best for	Key difference vs. Guru	Pricing
Agentwork	Answers plus knowledge capture	Asks the person who knows; no cards to pre-verify; open over MCP; EU-hosted	7-day free trial, then paid
Glean	Large-enterprise search	Permissions-aware knowledge graph at scale	Custom
GoSearch	Fast deploy, federated	No central index; configurable LLM	Custom
Moveworks	IT and HR automation	Takes action across apps, beyond search	Enterprise
Notion AI	Notion-centric teams	Lives inside Notion	Included from Notion Business ($20/user/mo)
Slack AI	Slack-centric teams	Lives inside Slack	Included in paid Slack plans
Dashworks	Slack answer bot	Lightweight Q&A in Slack	Per user

Which one should you choose?

• If a canonical, human-verified wiki is a hard requirement, stay with Guru; that verification workflow is exactly what it is built for.
• If you are a large enterprise that wants a mature search platform and can carry a custom contract, choose Glean.
• If automated IT and HR support matters more than answers, choose Moveworks.
• If you want answers plus knowledge capture without maintaining a verified wiki, choose Agentwork; it starts free, asks the person who knows when something is undocumented, and keeps your data in the EU.

Whichever you pick, the core questions are the same ones from workplace search: does it cover your tools, does it return an answer or a list of links, and can it surface knowledge that was never written down? For a closer look at the enterprise-search end of this list, the Glean alternatives guide covers the same ground from a different starting point.

Frequently asked questions

What is the best Guru alternative?

There is no single best one. It depends on what you need. Agentwork fits teams that want answers plus knowledge capture without maintaining a verified wiki, with openness over MCP and EU hosting. Glean fits large enterprises that want a mature search platform. GoSearch fits teams that want fast, federated deployment. Moveworks fits teams that want IT and HR automation. Notion AI and Slack AI fit teams already centered on those tools.

Is there a free Guru alternative?

Yes. Agentwork has a self-serve 7-day free trial you can start with before any contract. Guru itself no longer publishes pricing or a free tier; quotes come through a sales conversation. Notion and Slack now bundle AI features into their paid plans, so you may already have them in a tool you pay for. Check the current plans for the others, since free tiers change.

Why do teams look for a Guru alternative?

The most common reasons are the ongoing upkeep of Guru's verified-card model, custom pricing that requires a sales conversation before you see a number, a wish for answers pulled live across every tool without curating a wiki first, and the need for EU data hosting.

How much does Guru cost?

Guru does not publish pricing publicly. It has moved to custom pricing, described on its site as tailored to your organization's scale, knowledge complexity, and AI maturity, so getting a quote requires a sales conversation. No per-user price, seat minimum, or free tier is published. Check Guru's pricing page for the current terms before you commit.

What is a good Guru alternative for EU data residency?

Agentwork is EU-built and hosted, so company data stays in the EU by default. For any other tool, confirm the hosting region and data residency terms before you commit.

Do I still need a wiki if I use a Guru alternative?

Not necessarily. Guru's verified wiki is a system of record you maintain. Agentwork answers across the tools you already use and asks the person who knows when something is undocumented, so knowledge gets captured as you work rather than written up in advance. If a canonical, human-approved wiki is a hard requirement, that is where Guru is purpose-built.

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If you are comparing a Guru alternative, Agentwork answers across the tools you already use, asks the person who knows when something is undocumented, and keeps your data in the EU. Start free and see it on your own tools before you commit.