
SpecialistThe AI workspace where teams and agents get work done together
Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Linkly AI records 28,919 monthly visits with -43.3% growth and Free pricing.
Turn your local files into AI-ready context
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | glean.com | linkly.ai |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 3.3M (3,301,875) | 28.92K (28,919) |
| MoM Traffic Delta | +4.86K (+0.1%) | -22.09K (-43.3%) |
| Primary Market & Share | 🇺🇸 United States (56.6%) | 🇨🇳 China (67.9%) |
| Direct Visits / mo | 2.63M | 12.72K |
| User Rating | 4.6 | 4.2 |
| Supported Platforms | Website | Website |

Enterprise AI grounded in your company's own knowledge
Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.
Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.
Turn your local files into AI-ready context
Files are parsed and indexed on your own machine, so third-party models only ever receive the snippets they need rather than your originals.
Handles PDF, DOCX, PPTX, Markdown, HTML, EPUB, TXT, images with OCR, and common audio and video formats.
A local multilingual model powers semantic search across hundreds of languages, so you can query in one language and find documents in another.
Ships with a CLI, an MCP server and official Agent Skills that plug into Claude Code, Codex, Cursor, Windsurf, Gemini CLI and other agentic tools.

SpecialistThe AI workspace where teams and agents get work done together
Local-first AI memory that makes your videos, audio and documents searchable
Local-first AI memory that makes your videos, audio and documents searchable

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine
Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine

Custom AI agents trained on your documentation and knowledge base
Custom AI agents trained on your documentation and knowledge base
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistBuild, share, and control AI agents that actually do the work
Free / Open-sourceOpen-source desktop AI that runs models locally on your own machine
Free / Open-sourceOpen-source desktop AI that runs models locally on your own machine

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.
SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.

Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean.

Free / Open-sourceOpen-source, privacy-first AI meeting assistant that runs locally
Free / Open-sourceOpen-source, privacy-first AI meeting assistant that runs locally