I built a free AI tool that finds hidden product bundles + optimal discounts — roast my prototype!

Hey everyone :waving_hand:

As a Shopify store owner, I know how hard it is to figure out which products to bundle together and what discount actually makes you more profit (not just more sales).

So I built a free, no-signup tool that does exactly that:

  1. You upload your orders CSV (just Order ID, Product, and optionally Price)(First letter uppercase).

  2. It uses AI to find the strongest product pairs (based on real customer behavior, not guesswork).

  3. It simulates how different discount levels (5%-25%) would impact your profit — and recommends the most profitable one.

It’s an early prototype, and I’m looking for honest feedback from real store owners.

Try it here: [https://ai-appuct-growth-analyst.streamlit.app]

What I’d love to know:

  • Does this solve a real headache for you?

  • What’s missing or confusing?

  • Would you use a version that connects directly to your Shopify store and sends weekly recommendations?

No strings attached — I’m just trying to build something genuinely useful. Thanks in advance for any thoughts!

P.S. The tool deletes your file immediately after analysis. No data is stored. :locked:

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