Use cases

What this actually looks like in production.

A few real-world starting points. We tailor each to your platform and offer.

Instagram store

Boutique with 80 DMs/day → ~2 minute response time

A clothing shop on IG losing leads while running fulfillment alone.

What we build

  • Auto-reply on first DM with size/availability prompts
  • Comment-to-DM conversion on launch posts
  • Lead capture form for restock notifications
  • Daily Slack summary of unanswered conversations
Discord server

Game dev community at 12k members → moderated and onboarded

Indie studio drowning in pings, raids, and onboarding questions.

What we build

  • Welcome and role flow with verification
  • AI FAQ responder on common dev questions
  • Anti-spam, anti-raid moderation
  • Scheduled patch-note announcements
Whop community

Trading group → onboarding + member retention

Paid community with high churn from confusing onboarding.

What we build

  • Whop webhook → Discord welcome + role
  • Auto DM with starter resources
  • Renewal reminder sequence
  • Monthly engagement digest for the owner
Creator funnel

Course creator → captured leads end-to-end

Coach with a free guide as a lead magnet, manually delivered.

What we build

  • Comment trigger → DM with download link
  • Email capture + Resend automation
  • Auto-reply for course questions
  • Slack notification for high-intent replies