Weekly Growth Sprint

Run the loop every week

Pick communities, pains, comments, posts, follow-ups, success metrics, lessons, and the next sprint plan.

2026-W24

Validate whether reviewable AI PR pain can support a $199 audit.

Progress is measured against revenue learning, not raw activity volume.

50%

sprint progress

Planned comments

12

comment-first

Planned posts

2

no-link preferred

Follow-ups

6

manual only

Success metrics

  • 10 qualified conversations
  • 4 leads
  • $500 pipeline
  • 0 removals or mod warnings

Weekly review

Completed actions

  • Mapped r/webdev self-promo risk
  • Prepared 6 comment-first replies
  • Queued one no-link technical post

Lessons

  • Specific review rules create better replies than broad AI tooling claims.
  • No-link comments are safer for first touch.

Next sprint plan

Add a moderator-safe checklist post only after two more comment threads.