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AI Dev Cases

Cross-case stats

Auto-aggregated across every case we publish: the revenue distribution, which categories earn, and the tech and marketing tactics actually used.

Cases
54
Combined monthly revenue
$11M+
Median (monthly est.)
$40k
Top monthly revenue
$4.2M

Monthly revenue distribution

<$10k
2
$10k–$100k
35
$100k–$1M
15
$1M+
2

Cases and median by category

CategoryCasesMedian MRR
Developer Tool16$44k
Productivity10$24k
Health & Fitness9$40k
Learning4$296k
Photo & Camera4$165k
Other4$30k
Social3$83k
Career & Jobs2$135k
Beauty & Self-improvement2$75k

Most-used tech stack

  1. 1RevenueCat
    6
  2. 2Claude Code
    6
  3. 3ChatGPT
    6
  4. 4Superwall
    4
  5. 5Supabase
    3
  6. 6Cursor
    3
  7. 7Figma
    2
  8. 8Vercel
    2
  9. 9Nano Banana (画像生成)
    2
  10. 10Next.js
    2

Most-used marketing tactics

  1. 1X (Twitter)
    24
  2. 2Short-form video
    22
  3. 3TikTok
    22
  4. 4SEO
    19
  5. 5Influencer marketing
    19
  6. 6Word of mouth
    17
  7. 7Instagram
    15
  8. 8YouTube
    10
  9. 9Paywall optimization
    10
  10. 10Reddit
    8

Cross-case “growth playbook” report (coming soon)

We're building a paid report that aggregates every case in this database: which acquisition tactics worked, in which categories, and how well — insights you can't see from a single story. Get notified first when it launches.