Skip to content

Rank #2 of 3 in Product Feedback & Intent

Canny logo

Canny Inc. · commercial

no public signals

Showcase

Canny homepage screenshot
homepage · captured Sep 2026 · view live ↗
Canny docs screenshot
docs · captured Sep 2026 · view live ↗

Verified integrations

Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.

By theme — the product's score on each story themeBy theme

Agenticness — how well agents can access and operate the productAgenticnessevidence →

How well agents can access and operate the product

30.4/100

Analytics insights — stories about analytics insights in this arenaAnalytics insightsevidence →

Stories about analytics insights in this arena

63.5/100

Automation depth — how much of the product can run unattendedAutomation depthevidence →

How much of the product can run unattended

0.0/100

Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflowsevidence →

Building automations — triggers, actions, branching, scheduling

33.3/100

Capture intake — getting things in fast — capture, import, inbox flowsCapture intakeevidence →

Getting things in fast — capture, import, inbox flows

65.9/100

Feedback to tasks — stories about feedback to tasks in this arenaFeedback to tasksevidence →

Stories about feedback to tasks in this arena

35.0/100

Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrationsevidence →

Connecting to other tools — breadth and depth of built-in integrations

66.7/100

Onboarding — getting started and time-to-first-value storiesOnboardingevidence →

Getting started and time-to-first-value stories

18.0/100

Openness — open source, data portability, and self-hosting storiesOpennessevidence →

Open source, data portability, and self-hosting stories

4.8/100

Prioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmappingevidence →

Stories about prioritization roadmapping in this arena

17.0/100

Privacy posture — data-handling and privacy storiesPrivacy postureevidence →

Data-handling and privacy stories

0.0/100

Story verdicts — every judged story with its evidenceStory verdicts

?

Sorted by importance (agentic first) (high → low) · 65/65 stories · click a row’s chevron for the rationale and evidence

Connect an agent via an official MCP server G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full8/10T

Drive the product through a documented public API G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full8/10T

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness3partial4/10C

Plug MCP servers into this product so it can use their tools G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3none0/10

Point an agent at llms.txt or agent-oriented docs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full9/10T

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full7/10T

Build against official SDKs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10T

Operate the product with natural-language commands G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10T

Set up automations that run autonomously in the background G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10C

Run the product headlessly / in CI for automation G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial3/10T

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Explore an interactive API reference with runnable examples G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Issue scoped/least-privilege API credentials for an agent G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Rely on versioned APIs with a documented deprecation policy G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Subscribe to events via webhooks G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Use an official CLI G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Test against a sandbox environment without touching production data G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness1noneuntestednone yet

Ask an AI assistant questions about customer feedback themes and their revenue impact C

Reporting

ai-native userAnalytics insights — stories about analytics insights in this arenaAnalytics insights3full8/10T

Automatically capture customer feedback mentioned in sales calls, support tickets, and chat conversations C

Centralized repository

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake3full8/10C

Connect feedback capture to support, sales, and chat tools I already use C

Tool connections

product-managerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations3full8/10C

Host a public feedback portal where customers submit and vote on ideas C

Public portal

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake3full8/10C

Turn a customer feedback submission directly into an actionable task or project intention C

Convert to work

product-managerFeedback to tasks — stories about feedback to tasks in this arenaFeedback to tasks3full8/10C

Access one searchable repository for all product requests and feedback from colleagues and customers C

Centralized repository

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake3full7/10C

Publish a changelog announcing shipped features to close the loop with customers C

Changelog

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows3full7/10C

Embed a feedback widget on my website with a single script tag and no build step C

Embeddable widget

developerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake3partial6/10C

Use AI to declutter raw feedback and surface the most impactful opportunities C

Reporting

ai-native userAnalytics insights — stories about analytics insights in this arenaAnalytics insights3partial6/10T

Have AI turn a plain-language feedback description into a structured set of proposed tasks C

Convert to work

ai-native userFeedback to tasks — stories about feedback to tasks in this arenaFeedback to tasks3partial4/10C

Link feedback requests to roadmap features, initiatives, and releases C

Scoring

product-managerPrioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmapping3partial4/10C

Score feedback and ideas using fields like value, risk, impact, confidence, and effort C

Scoring

product-managerPrioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmapping3partial4/10C

Define rules that trigger actions automatically on events G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth3none0/10

Export all of my data in open formats and leave G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3noneuntestednone yet

Prevent my data from being used to train AI models G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture3noneuntestednone yet

Self-host the core product G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3noneuntestednone yet

Identify logged-in users when they submit feedback so it ties to their existing account C

Embeddable widget

developerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake2full9/10C

Access customer context alongside feedback so I prioritize what really matters C

Reporting

product-managerAnalytics insights — stories about analytics insights in this arenaAnalytics insights2full8/10C

Connect common third-party tools to my feedback workspace in just a few clicks C

Tool connections

product-managerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2full8/10C

Link individual feedback items to the specific customers who submitted them C

Centralized repository

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake2full8/10C

Showcase new updates within my product using an embeddable changelog widget C

Changelog

developerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2full8/10C

Pull an approved product specification into the delivery workflow to start implementation C

Convert to work

developerFeedback to tasks — stories about feedback to tasks in this arenaFeedback to tasks2partial6/10C

Set up a public-facing feedback portal without engineering help C

Setup

product-managerOnboarding — getting started and time-to-first-value storiesOnboarding2partial6/10C

Rely on AI to automatically detect insights within feedback and link them to related feature ideas C

Insights surfacing

ai-native userPrioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmapping2partial5/10C

Reply to customers directly from within the feedback record to close the loop C

Centralized repository

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake2partial5/10C

Automatically notify customers when the status of their requested feature changes C

Lifecycle automation

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2partial4/10C

Do everything through the API that I can do in the UI G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2partial4/10T

Serve a fully branded public changelog page on a custom domain C

Changelog

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2partial4/10C

Watch the real-time status of each in-progress task, including what it's blocked on and its last update C

Convert to work

product-managerFeedback to tasks — stories about feedback to tasks in this arenaFeedback to tasks2partial3/10C

Segment product release announcements by user attributes to send targeted release notes C

Lifecycle automation

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2none0/10

Build automated workflows for SLAs, trial extensions, and discount offers triggered by feedback events C

Lifecycle automation

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2noneuntestednone yet

Choose where my data is stored (region/residency) G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Control data retention and deletion G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Opt out of telemetry and usage tracking G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Organize requests into a hierarchy of features, components, and initiatives C

Scoring

product-managerPrioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmapping2noneuntestednone yet

Perform bulk operations across many items at once G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2noneuntestednone yet

Read the product's source under an open license G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2noneuntestednone yet

Reschedule initiatives and move them between releases as priorities change C

Scoring

product-managerPrioritization roadmapping — stories about prioritization roadmapping in this arenaPrioritization roadmapping2noneuntestednone yet

Retrieve usage analytics to understand how the product is adopted across my workspace C

Reporting

product-managerAnalytics insights — stories about analytics insights in this arenaAnalytics insights2n/auntestednone yet

Review and approve the scope of a task before any work begins on it C

Convert to work

product-managerFeedback to tasks — stories about feedback to tasks in this arenaFeedback to tasks2noneuntestednone yet

Schedule recurring jobs or workflows G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2noneuntestednone yet

Add a link in my product that directs users to the feedback portal C

Public portal

developerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake1full9/10C

Customize the feedback widget's label and colors to match my brand C

Embeddable widget

product-managerCapture intake — getting things in fast — capture, import, inbox flowsCapture intake1partial5/10T

Let customers subscribe to email updates when new changelog entries are published C

Changelog

product-managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows1none0/10

Build custom integrations that appear and operate directly inside the product's own interface C

Tool connections

developerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations1noneuntestednone yet

Jump directly to any feedback item, task, or initiative by typing its short name C

Navigation

developerOnboarding — getting started and time-to-first-value storiesOnboarding1noneuntestednone yet

Use a rich text editor with custom components to format changelog and help content C

Setup

product-managerOnboarding — getting started and time-to-first-value storiesOnboarding1noneuntestednone yet

Version, review, and roll back my automations G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth1n/auntestednone yet

Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 46 stories with headroom

What would move Canny’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.

  1. Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools

    nonemoves agent-readyimpact 45

    All evidence shows Canny exposes an MCP *server* that external AI tools (ChatGPT, Claude, Cursor) connect to — the reverse direction.

  2. Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events

    nonemoves PA Scoreimpact 30

    Missing: explicit rule-builder or trigger-condition-action documentation, evidence of customizable automation logic, examples of event-based automation beyond passive data capture.

  3. Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave

    nonemoves PA Scoreimpact 30

    While Canny provides an API reference and developer docs, there is no evidence of a bulk data export feature, open-format export (CSV/JSON dump of feedback, users, etc.), or any documented data-portability/account-closure workflow.

  4. Openness — open source, data portability, and self-hosting storiesSelf-host the core product

    nonemoves PA Scoreimpact 30

    Canny is a hosted SaaS feedback platform with no evidence of a self-hostable/open-source core product; all docs describe cloud install/SDK/widget/MCP integrations, not self-hosting options.

  5. Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models

    nonemoves PA Scoreimpact 30

    Missing: any privacy policy, ToS clause, or admin setting about excluding data from AI/ML training.

  6. Agenticness — how well agents can access and operate the productUse an official CLI

    nonemoves agent-readyimpact 30

    Evidence shows Canny has a REST API and an official MCP server, but nothing indicates an official CLI tool for AI-native workflows; no mention of any command-line interface anywhere in the docs.

  7. Agenticness — how well agents can access and operate the productIssue scoped/least-privilege API credentials for an agent

    nonemoves agent-readyimpact 30

    Canny's docs mention a general API Reference and an MCP server that uses 'secure sign-in, no API keys' rather than any scoped or least-privilege credential system for agents; there is no evidence of granular API scopes, role-based tokens, or agent-specific permission controls.

  8. Agenticness — how well agents can access and operate the productSubscribe to events via webhooks

    nonemoves agent-readyimpact 30

    The evidence pack includes API reference, integrations, and MCP server docs but contains no mention of webhooks or event subscription mechanisms anywhere.

Showing the top 8 of 46 — every none/partial verdict in the story verdicts table is headroom.

Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.

Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map9 surfaces · 36 covered stories

Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.

Features docs21 stories

Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence

3 of 11 testable claims verified · 0 contradictedintegrity 27/100

12 distinct capability claims found in Canny’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.

3

Verified

8

Unverified

0

Contradicted

25

Undersold

Verified (4)
Unverified (9)
Undersold (25)

Business model

free-tiersubscription-per-seatenterprise-custom

Free Starter tier; per-tier Growth/Business plans priced by tracked users (MTU); custom Enterprise.

pricing ↗

Score trend

How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.

PA Score22 (Sep 3 '26)18 (Sep 16 '26)
Agent-ready39 (Sep 3 '26)37 (Sep 16 '26)

Flag

⚑ Flag a verdict

Think a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.

Badge

Embed this product's score badge →

Hotlinked SVG — always shows the live current score.

For agents

Data

Agent surface uptime llms.txt 100% (30d, checked every 6h since Sep 8 '26)