Community AI Intelligence

You build your product.
Incent builds
your community.

Incent is the OS intelligence layer for your Online Discord, Slack, and Telegram community — catching bugs, ideas, questions, and rewarding the users who actually care.

Incent Dashboard Screenshot

Communities die in silence

73%

Messages go unanswered

5x

Bugs get reposted

90%

Ideas disappear

Top 10%

Contributors burn out

Activity drops. Feedback is lost. Users churn.

Your server turns silent.

From Discord rant → feature shipped → users rewarded.
Automatically.

  • User complains in #support

    A frustrated user reports an issue directly in your Discord support channel.

  • Incent replies & detects cluster

    An AI-powered reply acknowledges the issue while Incent groups similar reports behind the scenes.

  • Files Linear ticket with spec

    Incent drafts a complete reproduction spec and pushes it to Linear—no manual triage required.

  • DM users when fixed & reward them

    The original reporters get a personal DM, changelog link, and reward points the moment the fix ships.

The AI layer your community needed yesterday.

Transform community chaos into actionable insights with intelligent automation

Track every question

Never miss a user inquiry across all channels

95% capture rate

Detect bugs & confusion

AI identifies pain points faster than manual review

3x faster detection

Surface real feature requests

Extract validated requests from community chatter

50+ requests monthly

Auto-reply with AI

Context-aware AI assistance for your community

30% faster responses

Reward top users

Automated recognition systems boost engagement

40% engagement boost

Sync to Notion / Linear / Slack

Seamless workflow integration

5-minute setup

Founders love Incent. Here's why.

“Hiring a community manager here costs ~$80K/year. Incent gives me 90% of that output for a few hundred bucks. My PMs love it — they literally start the week by checking the Incent dashboard instead of scrolling Discord. It’s like a signal amplifier for my whole product team.”

Anurag, CEO of an AI Agents Workflow App

Proven Results Across 100+ Communities

Real metrics from teams who transformed their community management

40%

Faster Bug Resolution

Teams resolve issues 40% faster with automated detection

85%

Community Retention

Communities see 85% better user retention rates

50+

Feature Requests Monthly

Average validated feature requests surfaced per month

5min

Setup Time

Get up and running with full integration in minutes

Incent Voice of Customer dashboard showing feedback analysis and insights

Stop guessing what to build.Your users already wrote the roadmap.

Incent quietly watches every Discord thread, clusters feedback, scores impact, drafts specs, and syncs the next-step tickets straight to Linear or Notion—so product teams can focus on shipping instead of sifting.