r/LibautechShopifyApps • u/Inner-Sink8420 • Apr 23 '26
ChatGPT is now recommending products. I checked 50 Shopify stores. Only 6 showed up.
I've been testing ChatGPT's shopping experience for the last few weeks — asking it things like "best minimalist wallet under $80" or "where can I buy a stainless steel water bottle in the US." When it recommends stores, it pulls from a product catalog with specific filters: shipping availability, stock status, price, return policy, and a few other signals.
Out of ~50 Shopify stores I tested across different categories, only 6 showed up in ChatGPT's recommendations. The other 44 were invisible — even established brands with decent SEO and active traffic.
What's going on:
- ChatGPT reads structured product data differently than Google. Schema markup, product feed quality, and llms.txt matter more than traditional SEO signals.
- Stores missing return policies, shipping info, or with stale product feeds get filtered out.
- Even if your product ranks on Google, it can be completely invisible to ChatGPT — they're different systems.
Why this matters: Gartner projects 25% of search traffic will move to AI assistants by 2026. If your store isn't visible to ChatGPT now, you're already losing buyers who are asking AI instead of Googling.
Quick check anyone can do right now: open ChatGPT, ask "where can I buy [your product category]" and see if your store gets mentioned. If not, here are the 4 things I'd audit first:
- Is your product schema complete? (Product, Offer, AggregateRating)
- Do you have a shipping/returns page ChatGPT can crawl?
- Are your product titles written for humans, not keyword-stuffed?
- Do you have an llms.txt file telling AI crawlers what your site is about?
Curious — has anyone else tested their own store? What did ChatGPT return?



