Box AI score factors
Editorial quality82
Practical utility86
Trust & transparency85
Freshness85
Engagement quality8
Momentum100
Decision guide · Reviewed Sep 23, 2026 · AI Knowledge Management, AI Enterprise Search
Box AI
79
Glean
75.4Choose Box AI when you need enterprises using Box that want permission-aware document Q&A, metadata extraction, and agentic workflows without third-party data leakage. Choose Glean when you need organisations with knowledge scattered across many apps that need permission-aware search and cited answers for every employee.
At a glance
The practical differences
| Decision factor | Box AI | Glean |
|---|---|---|
| Best for | enterprises using Box that want permission-aware document Q&A, metadata extraction, and agentic workflows without third-party data leakage | organisations with knowledge scattered across many apps that need permission-aware search and cited answers for every employee |
| Not ideal for | teams not using Box storage, consumer workflows, or users seeking a free standalone web search assistant | small teams, or buyers who need transparent self-serve pricing |
| Pricing | At the 2026-09-08 review date, Box AI capabilities are packaged into Enterprise plans (such as Enterprise Advanced) and measured via AI Unit consumption in the Admin Console. Exact per-seat and add-on prices are not published on the page and require contacting sales or checking the official pricing page. | Glean is sold to organisations on quoted per-user contracts; there is no self-serve price list at the review date. Contact sales through the official site for a quote. |
| Key difference | Unlike standalone chat interfaces or third-party search tools that require duplicate data indexing, Box AI applies foundational models (from OpenAI, Anthropic, and Google) directly against files inside Box, enforcing existing access permissions, metadata schemas, and enterprise compliance boundaries. | Deep connector coverage and permission enforcement across enterprise systems, making it a serious company-wide knowledge layer rather than a document chat tool. |
| Overall rank | #63 | #305 |
| Review verdict | Box AI is suited for enterprises already standardized on the Box platform that want to query documents and extract metadata without moving data to external AI tools. It is not suitable for organizations seeking an open web search engine or those that do not use Box for primary cloud storage. | A leading choice for mid-size and large organisations that want one trustworthy place to find and ask about internal knowledge. Small teams will find it heavier and pricier than they need. |
Glean score factors
Editorial quality86
Practical utility87
Trust & transparency86
Freshness86
Engagement quality10
Momentum7
Box AI strengths
- Operates natively within Box's enterprise permission and governance boundaries.
- Supports multiple leading foundational model providers (OpenAI, Anthropic, Google) with administrative controls.
- Eliminates manual metadata tagging through automated AI Extract Agents.
- Provides developer support via MCP Server and integrations with LangChain and LlamaIndex.
Glean strengths
- Broad connector ecosystem
- Strong permission enforcement
- Cited answers
- Enterprise administration
Frequently asked
Box AI vs Glean
Should I choose Box AI or Glean?+
Choose Box AI when you need enterprises using Box that want permission-aware document Q&A, metadata extraction, and agentic workflows without third-party data leakage. Choose Glean when you need organisations with knowledge scattered across many apps that need permission-aware search and cited answers for every employee. ToolsRank scores Box AI 79 and Glean 75.4; the gap reflects editorial quality, utility, trust, and freshness, not popularity or payment.
Is Box AI cheaper than Glean?+
Box AI: At the 2026-09-08 review date, Box AI capabilities are packaged into Enterprise plans (such as Enterprise Advanced) and measured via AI Unit consumption in the Admin Console. Exact per-seat and add-on prices are not published on the page and require contacting sales or checking the official pricing page. Glean: Glean is sold to organisations on quoted per-user contracts; there is no self-serve price list at the review date. Contact sales through the official site for a quote. Compare the plan you would actually use and verify current prices on each vendor's pricing page before purchasing.
Which is better for ai knowledge management?+
Box AI currently scores higher for ai knowledge management work. Glean remains the stronger pick when your priority is organisations with knowledge scattered across many apps that need permission-aware search and cited answers for every employee. Avoid Box AI if you are teams not using Box storage, consumer workflows, or users seeking a free standalone web search assistant.
Can I use Box AI and Glean together?+
Yes. Box AI stands out for unlike standalone chat interfaces or third-party search tools that require duplicate data indexing, Box AI applies foundational models (from OpenAI, Anthropic, and Google) directly against files inside Box, enforcing existing access permissions, metadata schemas, and enterprise compliance boundaries. Glean stands out for deep connector coverage and permission enforcement across enterprise systems, making it a serious company-wide knowledge layer rather than a document chat tool. Pairing them makes sense when one workflow needs both strengths; otherwise pick the tool that matches your primary job.