AMMARIO AUTOPILOT
AI feedback analysis that runs itself.
Autopilot reads every piece of feedback from Intercom, Zendesk, Gong, G2, and 20 more sources. Tags it. Catches duplicates. Surfaces what's trending. You decide what to build — not what to read.
Try Autopilot free
24 sources, one inbox
Autopilot pulls feedback from Intercom, Zendesk, Gong, G2, email, and 20 more channels. Every piece lands in one place, tagged on arrival.
Auto-tagging, instant
Each post gets categorized the moment it comes in. No manual queue. No one touching a spreadsheet at the end of the week.
Duplicate detection
Users phrase the same request five different ways. Autopilot recognizes them as one signal and merges the votes. Nothing inflates. Nothing gets lost.
Trend surfacing
See which themes are gaining volume week over week. Autopilot flags what’s becoming urgent before it floods your support queue.
Thread summarization
Long comment threads, boiled down to three sentences. Read what matters. Skip the rest.
MCP endpoint for agents
Your Claude or Cursor can read and write the board directly via the MCP endpoint. Autopilot isn’t a black box — it’s an open system your agents can use.
HOW IT WORKS
Three steps to a self-running feedback system
Connect your channels
Point Autopilot at Intercom, Zendesk, Gong, G2, Slack, or any of 24 sources. Takes minutes. Autopilot starts reading immediately.
Autopilot reads, tags, and merges
Every incoming post gets read, tagged by topic, and checked against what already exists. Duplicates merge into one signal. New themes get flagged automatically.
You see trends, not raw threads
The board shows a ranked, deduplicated, summarized feed. Skip the triage. Go straight to deciding what to build.
WHY AUTOPILOT IS DIFFERENT
AI triage that doesn't charge you per user
Canny's Autopilot costs more as your tracked-user count grows. Ammario's is included in one flat price — no growth penalty. And unlike any other feedback tool, Autopilot exposes an MCP endpoint. Your Claude or Cursor agent can read and write the board directly.
Quick answers
Which tools does Autopilot connect to?
Intercom, Zendesk, Gong, G2, Salesforce, HubSpot, Slack, email inboxes, and 16 more. If a source isn't listed, the webhook import covers anything else.
How does duplicate detection work?
Autopilot uses semantic matching, not keyword matching. It recognises that "add dark mode", "dark theme option", and "night mode please" are the same request and merges the votes into one post.
Is Autopilot included in my plan or an add-on?
Autopilot is included in the Pro plan — no add-on pricing, no per-seat fee for it. One flat price covers the full AI pipeline.