A product manager at a SaaS company spends three hours every week sorting through Zendesk tickets, Intercom messages, and scattered email threads trying to figure out which feature requests keep coming up. She copies feedback into spreadsheets, tags duplicates manually, and still misses patterns because the volume's too high. Canny pulls all that feedback automatically from those support channels, spots duplicates without human review, and groups similar requests so she sees what actually matters. The Autopilot feature discovers feedback as it arrives, asks follow-up questions through Smart Replies when context is missing, and generates summaries of long comment threads so she doesn't read hundreds of words to get the main point.
A customer success team at a B2B platform gets the same feature requests from different customers using different words. One calls it "bulk export," another wants "mass data download," and a third asks for "batch file generation." They're all asking for the same thing, but without automatic deduplication, the team treats them as separate issues and prioritization gets messy. Canny's AI recognizes these as duplicates and merges them, showing the real demand behind each request. The system connects to Gong calls too, so even feedback buried in sales conversations gets captured and categorized. Companies report an 80% increase in requests logged after turning on Autopilot, not because customers suddenly got more vocal but because Canny actually catches what was always there.
The feedback analysis works across all incoming sources. A support engineer doesn't manually tag and route every piece of feedback anymore. Automatic capture handles that. Canny creates a central view where product teams see everything in one place instead of jumping between tools. Roadmaps get built from this consolidated data, and when features ship, release notes go out to the exact users who requested them. That closes the loop without spreadsheet archaeology.
Here's where it gets tight. The free plan caps at 25 tracked users, which works for tiny teams testing the waters but not much else. Most companies need Core at $19 monthly or Pro at $79 monthly, both billed yearly. Core starts at 100 tracked users and adds custom domains plus translations. Pro brings PM integrations and advanced privacy controls. Business tier handles 5,000-plus users and includes SSO plus CRM integrations, but pricing's custom. If you're tracking thousands of users, you're negotiating. The tracked user limit matters because it's not about your team size but how many customers you're monitoring feedback from.
Autopilot includes unlimited feedback discovery and unlimited sources across all plans, even free. That's unusual. The deduplication and Smart Replies don't get paywalled.
This doesn't work if you need lightweight internal task tracking without customer feedback loops. A dev team just managing bugs doesn't need feedback analysis from support channels. It's overkill. Companies wanting pure project management without customer-facing roadmaps should look elsewhere. Canny assumes you're collecting external feedback and want to show customers what's coming. If your roadmap stays internal only, half the features go unused.
The integration list matters. It connects to Intercom, Help Scout, Zendesk, and Gong right away. PM integrations come at Pro level. No mobile app or browser extension shows up in the specs, so everything happens in the web interface. API access exists for custom builds.
Works best when customer feedback volume overwhelms manual sorting and you need public roadmaps that customers actually see.