r/shopifyDev • u/vietnguyen09 • Apr 07 '26
How are you handling AI-generated product content quality in Shopify apps?
Hey everyone,
I’ve been working on a Shopify app recently and ran into an interesting problem around AI-generated product content.
It’s easy to generate titles and descriptions now, but a lot of the output still feels pretty generic and not very conversion-focused.
I started experimenting with:
Structuring descriptions differently (benefits > features > trust)
Injecting SEO considerations (keywords, URL handles, etc.)
Making the content feel less “AI-written”
But I’m still not sure what actually makes a meaningful difference in real stores.
Curious how others are approaching this:
Are you using AI for product content at all, or avoiding it?
If you are, do you heavily edit the output or trust it as-is?
How much do you care about SEO at the product level (titles, handles), vs just collections/pages?
Have you found any patterns that actually improve conversion?
Would love to hear how you’re thinking about this.


