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
18
Combined monthly revenue
$8.5M+
Median (monthly est.)
$100k
Top monthly revenue
$4.2M

Monthly revenue distribution

<$10k
0
$10k–$100k
8
$100k–$1M
8
$1M+
2

Cases and median by category

CategoryCasesMedian MRR
Developer Tool6$177k
Learning3$500k
Health & Fitness2$2.1M
Photo & Camera2$167k
Beauty & Self-improvement2$75k
Career & Jobs1$250k
Social1$65k
Productivity1$30k

Most-used tech stack

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

Most-used marketing tactics

  1. 1Short-form video
    10
  2. 2TikTok
    9
  3. 3Influencer marketing
    9
  4. 4Word of mouth
    6
  5. 5X (Twitter)
    6
  6. 6Paywall optimization
    5
  7. 7Instagram
    5
  8. 8Trend-jacking
    4
  9. 9Onboarding optimization
    3
  10. 10YouTube
    2

Deeper cross-case analysis, coming as a report

Detailed case-by-tactic breakdowns, full cross-case comparisons, and CSV export are in the works as a paid report. Every individual case study — deep dive included — stays free.

Read all cases for free