Turns a photo of your fridge into recipes you can cook tonight
Beginner12h1–2
Next.jsVision LLMTailwind
16/20Product Listing from One Photo
Snap a product and get a title, description, tags and price range ready to list.
Beginner8h1–2 people17/20 fit
Build Product Listing from One Photo for small online sellers in ~8h with 1–2 people. Stack: Vision LLM + Next.js + Tailwind.
Why it wins: Instant, tangible output that small businesses would pay for.
Build flow
01 · Problem
Small sellers spend ages writing listings and often underprice items.
02 · Solution
A vision LLM identifies the item, writes a marketplace-ready title and description and suggests a price range from comparable listings the user pastes in.
03 · Build
- 1Upload a photo
- 2Prompt a vision LLM for listing JSON
- 3Format for two marketplaces
- 4Add copy buttons
04 · Demo
Photograph a backpack on stage and post the generated listing.
MVP checklist
- Photo to title and description
- Keyword tags
- Price range suggestion
- Copy per marketplace
Tech stack
| Tech | Role | |
|---|---|---|
| Vision LLM | Image understanding | AI |
| Next.js | Frontend + API routes | Web |
| Tailwind | Styling | Web |
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