For ecommerce · Inspeccia
AI visibility for ecommerce: getting ChatGPT to recommend your store
There's a sale your store is losing without realizing it. It happens when a potential customer opens ChatGPT and types "what's the best store to buy this?" or "which brand of that product is worth it?". The model answers with three or four names. If yours isn't there, that person never reaches your site, and you never see the loss in any metric.
Ecommerce was built on the idea of showing up on Google and converting well. That idea still holds, but it's no longer enough: a growing share of buying decisions starts in a conversation with an AI that recommends before the user even searches.
What changed for stores
For years the journey was predictable: the customer searched, compared results, clicked and bought. Now, more and more often, they ask an assistant directly and get a short, filtered recommendation. The model already did the comparison for them and only presents the finalists.
For your store that means being the number-one result on Google no longer guarantees the sale if AI, in its answer, recommends someone else. The fight moves from the results page to the generated answer, and different factors come into play there: how reviews describe you, whether you appear in comparisons, what communities say about your brand.
Why AI may not recommend you even if you sell well
A model doesn't browse your catalog in real time to decide whether to recommend you. It builds its answer from what it learned about your category: brands mentioned in articles, threads where people compare options, reviews, "best stores for" listings. If your brand barely appears in that ecosystem, the model has no reason to name you, however well your store runs.
It's a problem of presence, not quality. And the only way to know where you stand is to ask AI, as a customer would, and read what it answers.
Inspeccia asks ChatGPT the buying questions from your category and shows you whether your store appears, how it describes you and which competitors it places you against. It's the picture that tells you whether you're in or out of the conversation.
Start a free analysis and see what AI says about your store.
What you can do about it
First, measure: know whether AI names you and how. Without that data, any effort is blind. Then the work resembles building reputation: getting mentioned in comparisons and articles in your category, taking care of reviews, having a presence where your customer researches before buying. It's slow, but it's what the model reads.
And review the technical side: if your store loads its catalog only with JavaScript, many AI crawlers don't even see your products. We cover that in the cluster's technical AISO guide.
Frequently asked questions
Why should an ecommerce store care about AI?
Because some shopping searches started flowing through AI assistants instead of Google. When someone asks "what's the best store to buy X?" or "which brand of Y is worth it?", the model answers with a handful of names. If your store isn't among them, that sale walks away without appearing in any of your metrics.
Does this replace traditional ecommerce SEO?
No, it complements it. Classic SEO —optimized product pages, speed, structure— is still necessary. AI visibility is a new layer on top: it depends on how other sources describe you, your reviews, your presence in communities and comparisons. Inspeccia measures that new layer.
Which stores benefit most?
Those selling in categories where people research before buying: electronics, tools, niche products, brands with competition. If your customers compare options and ask for recommendations, AI is already mediating part of those decisions, and it's worth knowing what it says about you.
How do I start?
With an analysis. Inspeccia asks ChatGPT real questions from your category and shows you whether your store appears, how it describes you and which competitors it places you against. That picture is the starting point for knowing what to work on.
Does ChatGPT recommend your store or your competitor?
In every analysis we ask ChatGPT the buying questions from your category and report whether you appear, how it describes you and which competitors it places you against. It's the first step to stop losing sales you can't see.