Build an Outfit Rating App for Your Curvy Body Type
If you want an outfit rating app tuned to a curvy body type, you’ve probably found that most options give the same generic feedback to everyone. Here’s a better route: build your own version in Auto, so the feedback actually fits your body, your wardrobe, and your taste.
Why build instead of download
There are plus size outfit rating apps in the app stores, and some are fine. But they’re built for an average user, not for you. They can’t know that you dress for a specific job, love a particular silhouette, or want encouragement instead of harsh scores.
Auto is a camera-first app: you describe what you want, snap a photo, and it builds you a personal mini-app (a “Frame”) around it. So instead of settling for a body type outfit feedback app that almost fits, you get one that does exactly what you ask — and it takes minutes, no code required.
Building your outfit rating Frame in Auto
Open Auto and describe the app you want in plain language. A good starting prompt covers three things:
- What to analyze: “Analyze my outfit photo like a professional stylist. Identify each garment, describe the silhouette and fit — proportions, volume balance, lengths — and note the color palette.”
- How to tune it to you: Add your own context, e.g. “I’m curvy and want feedback that plays to my proportions, plus honest tips — no vague compliments.”
- What the result looks like: “Show my photo, a short summary, three things that work, and three specific suggestions I can act on.”
Snap a photo, and Auto generates the Frame. From there you just keep talking to it — change the layout, soften the tone, add a history list — until it feels like yours.
How someone built theirs
One Auto user built exactly this and iterated in the open. They started by asking for a “fit check” app that analyzed each garment, silhouette, fit, and color palette like a stylist, with results on a full page: photo on one side, a result card on the other, a one-line summary, three positives, and three suggestion cards — each with a Generate button to preview the outfit with that change applied.
Then they refined. They caught a bug where AI-generated preview images showed up on the wrong fit and had them stored per-fit instead. They designed a full-bleed retro mid-century banner and fought with margins until it sat edge to edge. Most tellingly, they scrapped numerical scores entirely — twice — deciding a fit check should give a pithy one- or two-word summary plus a few encouraging, specific sentences rather than a cold number out of 5. They finished by adding a shareable results page. That Frame, “Fit Check,” is proof this is buildable today.
FAQ
Do I need to know how to code? No. You describe what you want in plain English and refine by chatting. Auto handles the build.
Can I make it work for curvy women specifically? Yes — that’s the point of building your own. Tell it your body type, your goals, and the tone you want, and the feedback is shaped around that.
Scores or written feedback? Your call. The user above dropped scores for short written notes. You can keep either, or both.
How long does it take? A first working version takes minutes. Tweaking it to feel right is the fun part.