
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. Risotto records 6,750 monthly visits with -3.6% growth and Contact for Pricing pricing.

AI help desk automation that resolves IT requests inside Slack and email
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | glean.com | tryrisotto.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 3.3M (3,301,875) | 6.75K (6,750) |
| MoM Traffic Delta |
| +4.86K (+0.1%) |
| -251 (-3.6%) |
| Primary Market & Share | 🇺🇸 United States (56.6%) | 🇺🇸 United States (63%) |
|---|
| Direct Visits / mo | 2.63M | 2.67K |
|---|
| 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.

AI help desk automation that resolves IT requests inside Slack and email
Risotto answers routine questions from Notion, Confluence, Drive, Slack and third-party docs, keeps answers current as documents change, and turns threads into knowledge articles.
Escalated tickets are investigated against the employee's credentials, tool logs and chat history, then a draft solution is prepared for one-click agent approval.
Employees request access in Slack or email; Risotto handles approvals, time-based rules and dynamic policies, then provisions users through your IAM/IGA tools with a full audit trail.
Route questions to IT, HR, Finance, Legal, Engineering or Sales Ops by intent rather than keyword, with RBAC controls and category auto-tagging.

SpecialistThe AI workspace where teams and agents get work done together


Free / Open-sourceAI-first customer service with a natively integrated AI agent


Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
SpecialistBuild, share, and control AI agents that actually do the work
Free / Open-sourceAI agents that answer, quote and take orders across every messaging channel

Agentic AI assistant that resolves employee requests end-to-end

AI-first help desk that resolves tickets, not just sorts them

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.
Free / Open-sourceAutonomous AI agents inside a complete help desk

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

Agentic AI that resolves customer support end to end
Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
SpecialistBuild, share, and control AI agents that actually do the work
Free / Open-sourceAI agents that answer, quote and take orders across every messaging channel
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.
Free / Open-sourceAutonomous AI agents inside a complete help desk
Agentic AI that resolves customer support end to end