We built an AI agent that turns one product photo into a full marketplace listing

One photo → a complete marketplace listing (images + copy), no prompts

In agencies we spent hours per SKU crafting visuals and rewriting copy for each marketplace. Small teams couldn’t get “big-brand” quality without big budgets.

Mujo AI is an AI des…


This content originally appeared on DEV Community and was authored by Nikolai Muravev

One photo → a complete marketplace listing (images + copy), no prompts

In agencies we spent hours per SKU crafting visuals and rewriting copy for each marketplace. Small teams couldn’t get “big-brand” quality without big budgets.

Mujo AI is an AI design agent that plans and produces the whole listing from a single product photo:

  • proposes key benefits → target audiences → copy (headlines/bullets),
  • picks a cohesive visual style,
  • generates lifestyle images + text-on-image graphics,
  • exports in sizes for Amazon / Shopify / Etsy / Lazada.

How it works (Agent Reco)

  • Start with AI Agent
  • Upload one product photo.
  • The agent analyzes the product and proposes benefits, audiences, copy, and visual style.
  • Confirm or tweak in a few clicks, then hit Generate.
  • Get a ready-to-use set;

No prompt marathons. No manual Photoshop. Just outcomes.

Mini before/after (early results)

Who it’s for

  • Sellers/marketers shipping marketplace listings
  • Designers/creators who need fast ideation and bulk adaptations
  • Founders/solo teams replacing routine agency work

What’s different

  • Full listing, not just images: visuals and copy generated together
  • On-brand by default: colors, fonts, and tone are matched automatically
  • Marketplace-ready sizes: Amazon/Shopify/Etsy/Lazada
  • No prompts: confirm the agent’s plan and generate

Try the Open Beta

  • App: https://mujoai.com/app
  • I read every reply. If something blocks you from “would ship today,” tell me and we’ll fix it fast.

Thanks for checking Mujo! Happy to dive deeper into the agent pipeline if the DEV community is curious.


This content originally appeared on DEV Community and was authored by Nikolai Muravev


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