1. We inspect the public source.
Only supported public Instagram post and reel URLs are accepted. We do not sign in, access private content, bypass blocks, or crawl an account. The source stays linked for attribution.
2. Gemini describes visible garments.
The model returns structured categories, colors, materials, patterns, fits, and confidence. Image bytes are handled transiently and discarded after analysis.
3. Shopping search finds similar pieces.
Live results are ranked against the garment description. Unless brand and item evidence is strong, every result is clearly labeled similar—not exact.
Removal and corrections
Creators and rights holders can request a correction or takedown at hello@collapsetechnologies.com. Removed sources are blocked from automatic re-import.