Profile Scoring · 7 min read
What a screenshot can see — and what it can’t
AI profile scores can estimate presentation from a screenshot, but crop, missing prompts, and what you do after the match still shape how close the result gets.
What a screenshot can tell you
Lead crop, eye contact, sunglasses, group vs solo, lighting, whether the bio has a hook, whether a prompt is replyable. Those are pixels and text.
What it can’t
Your actual match rate, how you text, or whether someone skipped you for height. If evidence is missing, the scorer has to say it cannot be assessed — not invent a story.
FAQ
So is the number ‘true’?
It is ignore-risk from visible presentation, converted to quality. It is not a promise of matches.