how do you get chatgpt and perplexity to recommend your products?
AI platforms mention stores based on clear product information and reliable sources, not only on advertising budget.
A customer asks chatgpt for “the best running shoe for flat feet under €120”. Which brand shows up in the answer isn’t random, and it isn’t an ad slot you can buy. It’s the result of how recognizable and factually correct your product information is across the web.
where does an ai model pull these recommendations from?
From a mix of your own product pages, review sites, comparison articles, and, since Summer ’26, directly from your Shopify catalog via the Universal Commerce Protocol. The more consistently the same facts about your product show up in multiple places, the sooner a model treats them as trustworthy.
does brand recognition count, or mainly product information?
Both, but clear product information weighs more heavily than many brands expect. A smaller brand with exact features, current pricing and concrete reviews can be mentioned more often than a well known brand with vague descriptions and old information.
what can you already do today, without waiting for new features?
Make sure your most important products say the same thing everywhere, the same specifications on your site, in your feeds, and on review platforms. Add concrete, verifiable details (material, dimensions, what it’s suited for) instead of marketing language with no substance.
| signal | increases odds of being mentioned | decreases odds of being mentioned |
|---|---|---|
| product specifications | concrete and complete | vague or missing |
| price and stock info | current and consistent | stale or inconsistent across channels |
| reviews | specific, with detail | generic or absent |
| content structure | direct answers to questions | long intros with no clear point |
five concrete steps
- ✸Compare your product copy on your own site with what marketplaces and review sites say about the same product
- ✸Fill in missing specifications, even the boring ones, like exact dimensions and material
- ✸Collect reviews that mention concrete details, not just a star rating
- ✸Write a short, direct answer at the top of each product page to the question “is this suited for…”
- ✸Repeat this check every quarter, prices and stock change faster than your content does
frequently asked questions about ai platform recommendations
can I pay for this, like with google ads?
Not in the same way. These answers do not contain ordinary advertising places. Visibility mainly comes from clear information and reliable sources.
does it help to test with chatgpt myself?
Yes, ask the questions your customers would ask and see which brands get named. That shows you where you stand and what the named competitors are doing better.
does this differ per ai platform?
Yes. Each platform uses different sources and considerations. The same factual product information everywhere improves the chance of being mentioned more often.
should I worry about a model giving wrong information?
That risk exists, especially with old or conflicting information. Review product information regularly and not only when you add a product.
does this work for small, niche stores too?
Often better, actually. Less competing content about a specific product means less noise for the model to filter through.
“You don’t need to become a bigger brand. You need to become the easiest brand to cite.”