How to Display AI Review Summaries on PDP?

Topic summary

Goal: add AI-generated review summaries to Shopify Product Detail Pages (PDP), inspired by Amazon’s feature.

Solutions suggested: two Shopify apps that provide similar functionality were recommended.

  • aiview
  • reviewcap-ai

Decision: the requester confirmed aiview exactly meets their needs and plans to use it.

Enhancement idea: beyond a plain summary, highlight top recurring patterns from reviews (e.g., sizing notes, common pros/cons). A lightweight script can cluster similar comments and generate short blurbs, which fit cleanly into the PDP layout and add more shopper value.

Context/terms: PDP = Product Detail Page on a storefront. No code snippets or media are central to the thread.

Status: core question resolved with an app selection (aiview). Discussion remains open for optional enhancements like pattern highlighting.

Summarized with AI on December 10. AI used: gpt-5.

Saw on Twitter that folks are loving those AI review summaries on Amazon – big time saver and super handy for getting the lowdown on products fast.

Since we’re playing the field on both Shopify and Amazon, and a lot of our customers shop both spots, we’re thinking, why not bring that AI summary magic to our Shopify PDPs too? Especially since we’ve got a ton of reviews piled up.

Anyone got the inside scoop on how to make this happen? Maybe there’s an app or a trick to it?

Hello @ICYREFRESH ,

I understand you are looking to provide an AI review summary in your Product Detail Page.

You can use Shopify App for implementing this feature in your store.

I have suggested some of the shopify apps that provides similar type of functionality.

Kindly take a look.

I hope the app helps you.

Thank you.

Hello, Anshul.【aiview】 is exactly what I need, thank you very much! :blush:

You could also go beyond a straight summary and have the AI pull out the top three recurring themes from your reviews, like sizing notes or common pros and cons.

I work at eesel and we see stores use that kind of “pattern highlight” alongside summaries because it gives shoppers a quick feel for what really matters. It only needs a lightweight script to cluster similar comments and generate a short blurb. It slots nicely into a PDP without much layout change and adds a bit more value than just a paragraph summary.