Field guide · Dating photos

A Photofeeler alternative for men who want decisions, not votes.

Crowd scores tell you how one photo polls. A profile audit tells you what to do with all six.

What crowd-voting tools do well

Photofeeler-style tools poll strangers on one photo at a time and return scores for traits like attractiveness and trustworthiness. For A/B-testing two similar lead-photo candidates, real human votes are genuinely useful — if you have days to wait and credits to spend per photo.

Where photo-voting stops helping

Dating profiles fail as sets, not as single frames. Voting cannot tell you that your profile has no full-body shot, that three photos share the same gray indoor light, that your strongest photo is buried in slot five, or that the group photo makes you unfindable. Set-level failures are invisible to one-photo-at-a-time scoring.

Votes also do not produce a next step. A 62nd-percentile score does not tell you what photo to take instead.

What an AI profile audit does instead

Frame reviews the whole profile at once against 200+ rules from photography and dating-app research, then returns decisions: which photo leads, which get cut, what shot type is missing, and one watermarked, identity-matched reference render showing what your replacement shot should look like — in minutes, not days.

The reference render preserves your face and build; it exists so you can recreate the shot with a real camera. It is deliberately watermarked and never upload-ready — Frame is against fake profile photos on principle.

Use both, in this order

Run the free Frame audit first to fix set-level problems and learn what to shoot. After the reshoot, if you want human validation on your final two lead candidates, that is the moment a crowd-voting tool earns its credits.

The free audit takes minutes, your photos auto-delete in 24 hours, and the full Photo Decision Brief is a one-time $19 — no subscription.

Free audit

Stop guessing. Get the decision on your actual photos.

Upload your profile, get the verdict on every photo plus one identity-matched replacement example. Free, and photos auto-delete 24 hours after upload.

Run the free audit