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Cover image for We built an AI agent that turns one product photo into a full marketplace listing
Nikolai Muravev for Mujo AI

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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 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.

Top comments (10)

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meoow_art_aaa70c5ff031ff0 profile image
Meoow Art

Was testing this for a small Amazon brand. It gives you a whole image gallery and copy in one go. the visuals came out clean enough

Being able to edit everything after in a design editor is a big plus. You don’t feel stuck with what AI gave you

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Nikolai Muravev Mujo AI

Awesome—thanks for giving it a spin and for the thoughtful notes! 🙌

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Nikita K

The interface is very clear, I assembled the first set quickly and easily, without any help.

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Nikolai Muravev Mujo AI

That’s a relief — we’ve stared at this UI so long we’ve started to hate it)

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Юлия Митюра

Absolutely agree, very user-friendly interface, everything is clear at once. possible to do everything on the first try

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Vlada

The agent's tips hit the mark. The proposed audiences and benefits really coincided with my. Thanks ♡

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Nikolai Muravev Mujo AI

That’s the vision: agent tips baked into every workflow—personalized, not generic. Appreciate the note🙌

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Ирина Захарова

The logic of the “gallery as a funnel" is felt. Not a set of pictures, but a sequence that leads to a purchase.

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Maria

Great format and interface for me.
System generates the entire gallery set. Very convenient! ⚡

Will it be possible to upload special own keywords for copyright?

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Victoria

Mujo AI looks powerful—love the no-prompt, one-photo approach. Can’t wait to test it for my next listing!