Comparison · Last checked 19 October 2026

Annsa vs Canny

Canny collects and shares customer feedback. Annsa takes the next step: it turns those requests into the plan your agents build from.

At a glance

What each is built for.

Annsa and Canny at a glance
	Canny	Annsa
Built for	Teams collecting feedback	Product builders with agents doing the building
Core job	Feedback and public roadmap	End to end: choose what to build, direct every agent, learn as you go
Prioritization	Scoring you set up	Ranked automatically, with the reason
Where it goes	A roadmap and changelog	One plan every agent builds from, then a note to each customer who asked
Where you work	A feedback portal	Your agents over MCP, and the Annsa app

End to end

What makes Annsa different.

Annsa takes you from what customers asked for to telling them it shipped, with every agent working from one ranked list. Canny is where a team collects customer feedback and shares its roadmap.

Annsa and Canny, end to end
	Canny	Annsa
Choose what to build
Feedback	Autopilot pulls from calls, support tools and reviews.	Slack and Intercom flow in automatically. Add calls, Sheets, CSV or the API.
Surveys	Not listed	Ask customers in your product. Answers join the same list.
Priorities	Duplicates merged; requests sorted into product areas.	Requests grouped and ranked automatically, with the reason.
Customers	Each request tied to the customer and revenue.	A page per customer and account: who asked, in their words, and their revenue when you connect it.
Roadmap	A shared roadmap, ranked by a score you set.	Bets in your order. You or your agent places each priority on a bet.
Agent findings	Agents can organize requests over MCP.	Agents add what they find on their own. You set the severity.
Direct your agents
Tracking	Statuses sync with Jira, Linear and others.	Open, ready, building, shipped and shared. Marked shipped when the work reaches your live branch and every Done When line is verified.
Specs	Draft PRDs from requests through AI tools over MCP.	One spec per priority. Your agent or Ask writes it, or you do.
Done When	Not listed	Your agent verifies each line and leaves a receipt you can follow.
Handoff	Sends feedback to Jira or Linear.	One agent holds each priority at a time. A handoff carries a note.
When agents ask you	Not listed	Agents settle routine calls by your rules, with undo. Scope, customers, a principle, a real choice or security come to you.
Learn as you go
Telling customers	Changelog emails subscribers on Pro.	Annsa drafts a note to each person who asked. You send it.
What changed	Autopilot shows themes across your feedback.	What's rising, shipped and quiet, each day and each week.
Ask	Ask about themes and revenue over MCP.	Ask about your customers and your work, with the quotes behind each answer.
Remembered decisions	Not listed	Annsa turns your answers into rules every agent reads. You approve each one.
Your agents
MCP	Hosted MCP server with over 55 tools.	Hosted MCP server: agents read the ranked list, claim work, ask you and ship.
Proof of work	Actions go in an audit log, with undo.	Each verified line leaves a receipt you can open.
Billing	By tracked users; MCP on paid plans.	Bring your own agents. Connect as many as you like, at no extra cost.

"Not listed" means Canny's own pages don't mention it, as of 19 October 2026.

What Canny does well

Canny is very good at this.

Feedback captured from where customers already talk.

Autopilot reads Gong, Intercom, Slack, Zendesk and more, plus G2 and app store reviews, and merges duplicate requests.

Every request tied to revenue.

Each request shows the customer, account and revenue behind it, with CRM data from tools like Salesforce and HubSpot.

A public place for customers to speak up.

Customers submit and vote on requests in a portal, and you choose what to make public.

A changelog with a free tier.

Publish release notes on a hosted page or an in-app widget, and email subscribers on Pro.

Where it gets hard

Where it gets hard when agents do the building.

Say you run four coding agents and a small team. Canny holds the feedback, and your agents can read it over its MCP server. But each agent still needs to know what's next, what counts as done, and who to ask when a call is yours. Those answers end up in chats and comments, and you answer the same question twice.

What Annsa does instead

Requests become work your agents finish.

Annsa ranks requests with your roadmap and ideas, and each priority gets a spec your agents claim and verify.

Only your calls reach you.

Agents settle routine questions by your rules. Scope, customers, a principle, a real choice or anything touching security come to you, in three lines with their pick.

Decide once. Every agent learns.

Save an answer as a rule, and every agent gets it with the spec. When work ships, Annsa drafts a note to each customer who asked, for you to send.

Pricing

What each costs.

Canny

Free at $0 for 25 tracked users. Pro starts at $79 a month billed yearly, for 100 or more tracked users. Business is priced on request, for 5,000 or more.

Annsa

Try Annsa free with 100 signals, once. Then Annsa at $19 or Annsa Plus at $39 per person a month, every feature on both; 500 signals a person a month on Annsa, 1,500 on Plus. A signal is one piece of customer feedback or evidence. One plan covers choosing, directing and learning, and you bring your own agents, as many as you like.

Canny prices by tracked users; Annsa prices per person and meters customer signals. Check both pricing pages before you decide: they change.

Which to pick

Pick the one that fits how you build.

Pick Canny if

You want customers to submit and vote on requests in a public portal.
You want a changelog that emails the people following it.
Most of your feedback lives in Gong, Zendesk or Intercom, and you want it merged for you.
You want requests weighted by revenue from Salesforce or HubSpot.

Pick Annsa if

You're building with AI agents and want every agent working from one ranked list.
You want customer feedback, your own ideas and what your agents find in the same place.
You want agents to ask only when a call is yours, and every agent to learn your answer.
You want requests ranked for you, with the reason.

Switching

Moving from Canny?

Connect the feedback sources you already use, such as Slack and Intercom.
Connect your coding agents to Annsa over MCP.
Ask your agent what to build first, and who asked for it.
When work ships, send the Share Back note Annsa drafts.

Annsa doesn't import from Canny today. Connecting your feedback sources brings in new feedback, not the records already stored in Canny.

Paste this into your agent to start:

Set up Annsa for this agent using annsa.ai/setup.md, then start the sign-in. Then help me connect my first feedback source and show me what comes in.

Questions people ask.

Is Annsa a Canny alternative?

Yes. Annsa is end to end: it takes in what customers asked for, ranks it, tracks every priority from open to shipped and shared, and gives Claude Code, Cursor, Codex and Grok one plan to build from. Canny is built for collecting customer feedback and sharing a roadmap. If a public voting board is what you need, Canny is the better pick.

Does Canny have an MCP server?

Yes. Canny's MCP server has over 55 tools and works with ChatGPT, Claude and Cursor, on paid plans. Agents can read feedback and change it. Annsa's MCP server lets agents read the ranked list and specs, claim work, ask you when a call is yours and ship with receipts.

How do Annsa and Canny price?

Canny has a free plan for 25 tracked users and Pro from $79 a month billed yearly. Annsa has a free trial with 100 signals, then $19 or $39 per person a month, and you bring your own agents, as many as you like.

Sources on Canny

CannyHome
Read 19 Oct 2026
CannyPricing
Read 19 Oct 2026
CannyAutopilot
Read 19 Oct 2026
CannyIntegrations
Read 19 Oct 2026
CannyCanny MCP server
Read 19 Oct 2026
CannyChangelog
Read 19 Oct 2026
CannyRoadmap
Read 19 Oct 2026

Something about Canny out of date or wrong? Email support@annsa.ai and we'll fix it.

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