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How to build an AI app like Photo AI

By Cydel Giraudel · Data checked Oct 14, 2026 · How we verify

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Photo AI generates AI photoshoots of you from a few selfies. Founder Pieter Levels posted on March 6, 2026 that it was a single 40,870-line index.php making $105,000/month in revenue and $80,000/month in profit Self-reported. Here's what's public about how it's built and sold, and what that means if you want to build something similar.

1. The stack is deliberately boring

By the founder's own description, the product is one large PHP file plus AI image models (levels.io). No microservices, no framework. The lesson: the hard part is the model pipeline and the product, not the web stack.

2. The model is the commodity; the workflow is the product

Training on a user's selfies and generating themed shoots is now available through many model APIs. Developer-focused providers such as Apiframe (verified $36,815 MRR) exist precisely to sell that layer to app builders.

3. Distribution is the moat

Levels builds in public; his revenue post alone drew 1.5M+ views on X (per levels.io). Our verdict on Photo AI: the stack is easy to copy; the audience is not.

Similar AI photo businesses with numbers

  • Boothie: $51.5k MRR (RevenueCat via TrustMRR, Oct 14 2026). AI selfie restyler (digicam, film, photobooth looks) grown on TikTok carousels.
  • Based Labs AI: $28.5k MRR (TrustMRR, Oct 14 2026). A consumer AI image and cinematic video generator with $1.25M lifetime revenue.
  • Visualizee.ai: $8.1k MRR (TrustMRR, Oct 14 2026). Turns floor plans and sketches into photoreal renders for architects in 30 seconds.
  • HeadshotPro: $10M+ since launch (company-published, checked Oct 2026). AI professional headshots from a few selfies.

A realistic plan

  1. Pick a narrower audience than "everyone" (Boothie: one aesthetic trend; HeadshotPro: professional headshots; Visualizee: architects).
  2. Use a model API; ship a paid flow in days.
  3. Choose one distribution channel you can run: SEO (HeadshotPro), TikTok carousels (Boothie, founder claim), or an audience (Photo AI).
Free: the full verified-revenue dataset (46 AI businesses, CSV)

Register with your email to download it and unlock full timelines, side-by-side comparisons and the complete case list. Free. No card.

Your dataset: 46 verified AI businesses

Download the CSV (MRR, active subscriptions, $/sub, processor, source). Want the full playbooks? See Pro.

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