ChatGPT and Perplexity read structured data, not descriptions. RankMyCatalog finds what's missing in your Shopify catalog and fixes it — you approve every change.




Wool Sweater
One product, before and after an audit
Free, automatic check of your entire catalog against what AI shopping agents actually read.
Every gap listed clearly — missing categories, vague colors, absent sizes. Nothing hidden.
AI fills the gaps using Shopify's own Standard Product Taxonomy, not a system only we understand.
You review and approve every change. Nothing reaches your store without your OK.
New and updated products get checked the same way, automatically, from then on.
See what AI agents are missing
in your catalog.
We don't touch checkout. We don't take a cut of sales.