kitio.aiAdded Nov 5, 2026
Bagel AI
From $24000/yrProduct feedback platform that ranks requests by revenue at stake
What is Bagel AI?
Bagel AI reads sales calls, support tickets, CRM notes and Slack threads, groups the product requests in them and ranks each by the revenue or KPI behind it. Product teams at mid-size and larger companies use it to decide what to build and to pass those decisions to coding agents.
A model trained on your company's vocabulary links each roadmap idea to the deals and ARR asking for it, routes requests to the right product manager and proposes the next initiative with an owner. After launch it tracks adoption, satisfaction, revenue and retention against the original bet.
Through its MCP server, the scoped decisions can be pulled into Claude, Cursor, Codex, Glean and other MCP tools. It lists more than 100 integrations and positions itself as a replacement for Productboard, Enterpret and Aha!.
Features
- Feedback from calls, tickets and CRM
- Revenue-weighted prioritization
- Request routing to PMs
- Post-launch impact tracking
- MCP server for AI tools
- 100+ integrations
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Organization
Bagel AI
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Paid
- Paid options from
- $24000/yr
- Billing frequency
- Yearly
Bagel AI plans
Pro
$24000/yr
- 12-month contract
- No per-seat fees
- Auto-triage of feature requests
- Routing to the right PM
Enterprise
Contact sales
- For larger product orgs
- Higher feedback volume
Prices in USD, checked Nov 5, 2026. Plans change often, so confirm on the Bagel AI site.Official pricing
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Pros and cons
Pros
- Ties requests to deals and ARR
- Feeds decisions to coding agents
- No per-seat fees
Cons
- Starts at $24,000 a year
- Requires a 12-month contract
- Demo needed before signing up
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Q&A
What is Bagel AI?
Bagel AI reads sales calls, support tickets, CRM notes and Slack threads, groups the product requests in them and ranks each by the revenue or KPI behind it. Product teams at mid-size and larger companies use it to decide what to build and to pass those decisions to coding agents.
Can Bagel AI send product decisions to Cursor or Claude?
Yes. Its MCP server serves validated product decisions to Claude, Cursor, Codex, Glean and other MCP-compatible tools.
How much does Bagel AI cost?
Bagel AI is paid, with paid plans from $24000/yr.
Is there a free version of Bagel AI?
No. Bagel AI is a paid tool.
What are the main features of Bagel AI?
Feedback from calls, tickets and CRM, Revenue-weighted prioritization, Request routing to PMs, Post-launch impact tracking, MCP server for AI tools, 100+ integrations.
Who makes Bagel AI?
Bagel AI is made by Bagel AI.
What are the best alternatives to Bagel AI?
Popular alternatives include Outcomet, Zeda.io, airfocus.