whats-best.ai

Knowledge Base & Wiki

Guru

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Panel rating · 6 judges · How to read the stars

Category median

Sovereignty: not determined

0–5 in half steps. 5 means the rubric's top anchor is met on the evidence.

by Guru Technologies, Inc. · www.getguru.com

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Guru: AI-assisted analysis on whats-best.ai Guru: AI-assisted analysis on whats-best.ai (dark)

Add ?theme=dark to the image address for dark backgrounds. The badge shows the category and the month of the latest evaluation, and EU-Made where that is the product’s provenance. It never shows a score.

Guru at a glance

Vendor
Guru Technologies, Inc.
Headquarters
Not stated on the vendor’s pages as of 1 Nov 2026
Data hosting
Not stated on the vendor’s pages as of 1 Nov 2026
Free plan
Not stated on the vendor’s pages as of 1 Nov 2026
Panel verdict
The AI panel rates Guru 2.5/5, the mean of 6 judges. Guru — from Guru Technologies, Inc., whose stated address is in Philadelphia, Pennsylvania — is a knowledge platform the bench scored highest on knowledge governance, at 7 to 9. how scores are made
As of
Vendor pages captured 1 Nov 2026; evaluated by the panel 1 Nov 2026. all sources

Guru alternatives, European ones first →

Read this page as one judge. Each weighs the same scores by what they care about.

The Skeptic

Weighted verdict

Has migrated a wiki whose "export" turned out to be one PDF per page, watched a self-hosted edition announced as retired with two years' notice, and read "your data is never used for training" above a subprocessor list naming two AI providers. Asks what a full export contains, which model reads the pages and where, whether readers are billed like editors — and what leaving would cost.

Same scores as the panel view — this lens weights them the way this judge cares.

Scored by The Skeptic

Panel median The Skeptic This judge’s scores over the panel median. Each label opens its reasoning below.
Scores per criterion, in stars out of 5
Criterion Panel median The Skeptic
Editor, structure & search 3 of 5 3 of 5
Verification, ownership & freshness 4 of 5 4 of 5
Permissions, SSO & administration 4 of 5 3.5 of 5
Help-center publishing & integrations 3 of 5 3 of 5
Import, export & self-hosting 1.5 of 5 1.5 of 5
European sovereignty 1 of 5 0.5 of 5

Verification, ownership & freshness

How this is scored

Whether the content stays true: page owners or experts named per page, verification with a review date and a reminder when it lapses, approval or publishing workflows with drafts and reviewers, read confirmations for mandatory pages, analytics on views, searches without a result and stale pages, duplicate detection, archiving rules, and an audit trail of who changed and approved what.

0 — No way to see who owns a page or when it was last checked beyond the edit date.

3 — Page history and last-edited dates; owners, verification, approvals and content analytics are basic or not described.

5 — An owner or verifier per page, a review interval with reminders, a draft and publish step, page view statistics, and archived pages kept out of search.

8 — Approval workflows with several reviewers, read confirmations for mandatory pages, analytics on failed searches and stale content, duplicate or outdated content flagged automatically, and an exportable audit trail of changes and approvals.

10 — Governance that a regulated organisation runs on: controlled documents with versioned approvals that meet a named standard (ISO 9001, GxP), expiry and review enforced per space, knowledge gaps reported from searches and AI questions, and every published statement traceable to an approved version.

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The Skeptic

This is the strongest ground: SME validation 'with expiration, ownership, and policy enforcement', scheduled expert review cycles, automated verify and unverify driven by usage and content-age signals, stale and gap detection, deduplication, auto-archival, search and usage analytics, audit logs, and GxP named among the certifications. Read confirmations for mandatory pages are not described, and the claimed '80–90%' automation share is the vendor's own figure — but the workflow itself is documented in unusual detail. 2 3 4 5 7

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Permissions, SSO & administration

How this is scored

Who may see and edit what, and how the administrator keeps control: roles and permissions per space and per page, restricted or private pages, guest and external access, groups synced from Azure AD/Entra ID, Google Workspace or LDAP, single sign-on (SAML, OIDC), SCIM provisioning, two-factor authentication enforced, an audit log of access and permission changes, and admin controls over sharing and public links. Where the data is hosted and certifications are scored under sovereignty.

0 — Everyone in a workspace sees and edits everything; no permissions of any kind.

3 — Admins, members and guests, or private and shared pages; per-space or per-page rights, SSO and an audit log are basic or not described.

5 — Permissions per space and per page, guest access with limits, single sign-on through Google or Microsoft, two-factor authentication, groups, and admin control over public sharing.

8 — SAML or OIDC single sign-on with any identity provider, SCIM provisioning or LDAP and directory group sync, enforced 2FA, an audit log of views, edits and permission changes, IP or domain restrictions, and permissions honoured by search and AI answers.

10 — Access control an enterprise auditor accepts as documented: granular roles with inheritance explained, just-in-time and external access with expiry, every access and permission change logged and exportable to a SIEM, and the permission model published with its limits.

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The Skeptic

SAML SSO, SCIM provisioning, granular role-based access, IP whitelisting, HR-data sync for permissions, and centralized audit logs are stated, and both search and AI answers honour system-level permissions across connected sources — the part most vendors wave at. We found no public information on enforced two-factor authentication, guest or external access, or what the audit log records beyond 'all actions', which keeps this below the top of the range. 2 4 5 7 8

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Help-center publishing & integrations

How this is scored

How knowledge reaches people outside the editor: public or password-protected sites and help centers with a custom domain, branding and SEO controls, an in-app widget or contextual help, ticket deflection in a help desk, multilingual publishing, integrations with Slack, Microsoft Teams, Jira, Google Drive, help desks and CRMs, a browser extension, a documented REST or GraphQL API, webhooks, and an MCP server or connector for AI assistants.

0 — Content cannot be shared beyond the editor and nothing connects to it.

3 — Sharing a page by public link and a few integrations such as Slack; a branded help center, an API and webhooks are basic or not described.

5 — A published site or help center with custom domain and branding, integrations with Slack or Teams and Google Drive or Microsoft 365, a documented API, and embeds of common tools.

8 — A help center with SEO controls, multilingual publishing, access for logged-in customers and analytics, a widget or contextual help inside the customer's product, help desk integration with ticket deflection, webhooks, and a connector or MCP server for AI assistants.

10 — Knowledge delivered wherever it is needed from one source: internal and public audiences served from the same pages with per-audience rules, a complete API with SDKs and rate limits stated, a marketplace of integrations, and every channel measured in one report.

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The Skeptic

The integration half is strong: a documented API, an MCP server carrying governed knowledge with the same permissions and citations into ChatGPT, Claude, Copilot and Cursor, Slack and Teams integrations, a contextual browser extension, and Zapier, Workato and Prismatic for anything not listed. For reaching people outside the editor, however, we found no public information on a published help-center site, custom domain, SEO or multilingual publishing, so I cannot tell a customer-facing channel story from these pages. 2 3 5 6

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Import, export & self-hosting

How this is scored

What arriving and leaving would cost: import from Confluence, Notion, Google Docs, Word and Markdown with structure, attachments and links kept, a full export of every space in an open format (Markdown, HTML, XML, PDF) with attachments and history, an API that reaches all content, a stated migration path from Confluence Server or Data Center, open-source code under a named licence, and a self-hosted or on-premise edition with its own documentation.

0 — Content cannot be imported or exported; it can only be read in the vendor's interface.

3 — Single pages export to PDF or Word and some files can be imported; a full export, a Confluence import and self-hosting are basic or not described.

5 — Import from Confluence or Notion and from Word or Markdown, a full workspace export to Markdown or HTML with attachments, a documented API covering pages, and a stated retention of data after cancellation.

8 — A Confluence migration tool or service that keeps hierarchy, permissions and attachments, a full export with history in an open format, a self-hosted or on-premise edition with installation and update documentation, and data returned or deleted on termination under stated terms.

10 — The customer owns the content end to end: open-source code under a named licence that runs fully self-hosted with feature parity stated, a complete export another tool can import without loss, and the deletion of every copy on termination documented.

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The Skeptic

Arriving is covered by federation — connect Drive, SharePoint, Slack, CRM and Confluence with 'no content migration required' — plus an API, and the security page states all content and data is the customer's, not Guru's. What leaving would cost is the problem: we found no public information on a full export and what it contains, a stated migration path, a self-hosted or on-premise edition, an open-source licence, or retention terms after cancellation. 5 6 8

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European sovereignty

How this is scored

Who the contracting entity and the parent company are, where pages, attachments and search indexes are stored and processed, and who the subprocessors are (hosting, CDN, search, email, support, payment, and the AI model provider that reads pages for answers and summaries, with whether content is used for training). Independently sourced by the sovereignty pipeline; a wiki holds internal processes, customer data and trade secrets, so the whole chain counts, not only the database. A self-hosted or open-source edition the customer runs on its own European servers counts as the customer's chain, whatever the vendor's seat.

0 — Non-EU vendor and contracting entity, hosting unstated, subprocessors unnamed, and no data processing agreement offered.

3 — A privacy policy and a data processing agreement exist, but hosting location is unstated or non-EU and the subprocessors are not listed.

5 — EU data residency available and an EU contracting entity or EU representative, but parts of the chain (CDN, search, email, support, AI model) run through non-EU providers without a stated safeguard, or EU residency is limited to the higher tiers.

8 — EU hosting on named infrastructure, EU contracting entity, subprocessors listed with their locations including the AI model provider, no training on customer content stated, a data processing agreement published, and security certifications (ISO 27001, SOC 2) stated — or a self-hosted edition documented that keeps every page on the customer's own servers.

10 — Sovereign end to end and evidenced: European ownership, entity, hosting and every subprocessor including AI, or a self-hosted open-source edition with no call home, data export and deletion documented, and certifications published with their scope rather than implied.

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The Skeptic

The contracting entity is an American company at an address in Philadelphia, and Data Privacy Framework participation is itself a mechanism for transferring personal data to the United States; GDPR, encryption and zero data retention are claimed, but the AI model provider behind those promises is never named or located. The captured pages also describe AI training differently — 'Your data never trains our AI models' on one page, a model 'privately trained in your Guru instance based on your team's data and interactions' on another — and we found no public information on hosting location, EU data residency, a subprocessor list, a data processing agreement, or a self-hosted edition that would put the chain on our own servers. 1 5 7 8

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Pricing transparency not rated — the vendor publishes no price

How this is scored

Whether a buyer can compute the real annual cost from public pages alone: price per user and tier, readers or guests free or charged, minimum seats, which features (SSO, SCIM, audit log, verification, help-center publishing, custom domain, AI answers, EU data residency) cost extra, the free tier and its limits, storage limits, the self-hosted edition's licence and support price, minimum term and setup or migration fees.

0 — No public prices at all; every customer is a sales call.

3 — A starting price or a free tier exists, but how cost scales with users, readers or features is unclear.

5 — Tiers are public with their price per user and main inclusions, but at least one commonly needed piece (SSO, AI, readers or guests, EU residency, the self-hosted edition) is unpriced or "on request".

8 — Every tier priced publicly with its scaling rule (editors, readers, guests, storage), add-ons priced, the self-hosted edition's licence and support cost stated, minimum seats, term and VAT treatment stated.

10 — Complete price computability: annual cost derivable for a given number of editors and readers and a feature set, with every add-on, AI credit, setup, migration and support fee and the cancellation and data-return terms published.

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The Skeptic

The pricing page offers 'a package built around your scale, knowledge complexity, and AI maturity' and publishes no per-seat price, while 'Free Templates' are content rather than a product tier and support runs through 'talk to sales'. A buyer cannot compute any annual cost from these pages — we found no public information on per-user prices, reader or guest charges, seat minimums, storage limits, or which of SSO, SCIM, audit logs, AI answers or data residency cost extra. 1 7

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European sovereignty — proven facts

0 of 6 dimensions proven

Built only from facts shown on the vendor's own pages. A dimension we could not prove is left open, not scored as zero.

Hosting location Not determined — uncited Report an error
Hosting options Not determined ⚠ unverified — uncited Report an error
Open source Not determined — uncited Report an error
Data processing agreement Not determined — uncited Report an error
Transfer impact assessment Not determined — uncited Report an error

Questions about Guru

Is Guru European?

No. whats-best.ai classifies Guru as Rest of world.

Where does Guru store data?

Not stated on the vendor’s pages as of 1 Nov 2026.

Does Guru have a free plan?

Not stated on the vendor’s pages as of 1 Nov 2026.

What are the best alternatives to Guru?

As of 1 Nov 2026, the panel rates Document360 (3.5/5), BookStack (3/5) and XWiki (3/5) highest among the other 13 Knowledge Base & Wiki products evaluated. Ratings that look equal are rounded to half stars; the order uses the unrounded rating, then the name. The highest-rated European alternative is Document360 (UK / wider Europe). Ratings are the AI panel’s opinion, formed from public evidence: how scores are made. The full list, with European products first: Guru alternatives.

Where this could be wrong

What we left out

A claim that does not survive our checks costs us the claim, not the page. This is what was taken off this one.

Sources (11)

The pages every claim on this page was read from — each one checked, dated, and kept verifiable.

  1. 1 Vendor homepage www.getguru.com Checked 1 Nov 2026 Details →
  2. 2 Features page www.getguru.com Checked 1 Nov 2026 Details →
  3. 3 Features page (how it works) www.getguru.com Checked 1 Nov 2026 Details →
  4. 4 Features page (knowledge verification) www.getguru.com Checked 1 Nov 2026 Details →
  5. 5 Features page (AI enterprise search) www.getguru.com Checked 1 Nov 2026 Details →
  6. 6 Integrations page www.getguru.com Checked 1 Nov 2026 Details →
  7. 7 Pricing page www.getguru.com Checked 1 Nov 2026 Details →
  8. 8 Security page www.getguru.com Checked 1 Nov 2026 Details →
  9. 9 API documentation developer.getguru.com Checked 1 Nov 2026 Details →
  10. 10 Privacy policy www.getguru.com Checked 1 Nov 2026 Details →
  11. 11 Terms of service www.getguru.com Checked 1 Nov 2026 Details →