Built for the photos you actually take
Mirror selfies, graduation shots, group photos, late-night lighting. Cwupid was made for all of it.
Cwupid · Photo insights
Cwupid is a photo insights application for scoring, comparing, and organizing photos you choose to upload. Create an account to save private reports and build a personal portfolio.
Google Sign-In is optional. If you choose it, Cwupid uses your basic Google profile and email address only to create and protect your Cwupid account; it does not access your Google Photos.
Enter the preview password to explore Cwupid.
Preview sessions last 30 minutes.
Introducing Cwupid 1.1
Created by our team of computer vision engineers, Cwupid 1.1 sees the whole photo, not a made-up face formula, to help you choose the picture that makes the best impression.
Mirror selfies, graduation shots, group photos, late-night lighting. Cwupid was made for all of it.
Style, framing, light, setting, and energy matter. Cwupid reads the feeling of the entire image.
Rank the camera roll, build a stronger carousel, and post with actual confidence.
A closer look at the face, eyes, body, and backgrounds that carried these images.
These examples show which part of each photo carried the strongest signal.

Face
100.0th area-matched percentile
Positive attribution share 56.2% · region area 2.9%

Face
100.0th area-matched percentile
Positive attribution share 53.5% · region area 4.7%

Eyes
100.0th area-matched percentile
Positive attribution share 6.0% · region area 1.0%

Eyes
100.0th area-matched percentile
Positive attribution share 4.8% · region area 0.7%

Body
100.0th area-matched percentile
Positive attribution share 87.8% · region area 48.0%

Body
98.1th area-matched percentile
Positive attribution share 86.9% · region area 43.0%

Background
100.0th area-matched percentile
Positive attribution share 71.9% · region area 54.3%

Background
98.1th area-matched percentile
Positive attribution share 70.4% · region area 54.6%
These describe what drew attention in the image, not anyone’s worth or attractiveness.
Use Cwupid to compare visual creative, understand what draws attention, and choose stronger images before you publish.
Compare campaign images early and focus production on the strongest direction.
Help social, brand, and growth teams choose images with clearer audience appeal.
See which parts of an image carry the most weight, then turn that into a repeatable creative playbook.
For pilots, integrations, or business access, get in touch.
cwupid@cwupid.comCwupid 1.1 is made for the question you actually have: which photo will make the best impression?
Cwupid 1.1
Most moments are not taken under perfect lighting, at the perfect angle, with the perfect background. Cwupid understands the entire image, so its read feels closer to how a photo actually comes across.
A great photo is more than symmetry, proportions, or a checklist of facial features. Cwupid looks for the feeling of the photo: presence, style, energy, composition, and the little things that make someone pause.
From mirror selfies to graduation shots to your next carousel, Cwupid was built around the varied, in-the-wild images people share every day.
A better way to choose
Let Cwupid help you find it.
Cwupid was trained from 1.6 million images. Your face does not have to be visible. Add a portrait, profile, full-body shot, or scene-led photo.
Score the same crop separately with selected learned college-page embeddings. All other reference-context fields remain fixed.
Drop a photo here, or pick one from your device.
Unsaved photos are discarded after scoring. Sign in to save a photo and its report to your private history.
The live scorer runs on a single machine which is not running right now. The recording below shows the same path a live upload takes.
Ensemble spread ….
Get a quick read, or ask Cwupid to go deeper.
Writing your notes…
Sign in to keep this result in your private history.
Integrated gradients over the patch tokens, cross-checked against the mirrored image, two independent baselines, and a token-occlusion probe. This is the same procedure behind the validated examples above. It takes about half a minute.
Running token occlusion and integrated gradients…
The same photograph, rescored as if posted by each account. These compare contexts against each other. They are not percentiles within any college.
Add up to 20. Cwupid scores every one, ranks the set, and only writes notes for your winners.
Drop your photo set here
JPEG, PNG, or WebP. Up to 20 photos.
Unsaved photos are discarded after this result. Account storage currently saves individual scored-photo reports.
Cwupid is ranking every photo before it writes a single note.