What was built
- Ten-stage mobile and web workflow.
- Synthetic demo-photo mode and deterministic fallback.
- Hosted analysis path with privacy, consent, export, and delete controls.
Dating profile strategy without deception, hotness scores, or fake personas.
A complete product workflow that collects goals, app context, location, and user-owned photos before producing profile strategy, ordering, bios, prompts, and an export pack.

What was built
Visible receipts


Public boundary
Public captures use synthetic fixtures. Real user photos require ownership, permission, and a private validation path.
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