Is AI just naming my product, or really recommending it?
Key takeaway
If AI only puts your product in a list, it has only named it. A stronger result is when AI explains why the product fits the shopper's need, compares it fairly with other choices, and gives the shopper a reason to consider it.
A product can appear without really winning the choice
Imagine AI lists five blankets and yours is one of them. Then it explains why another blanket is easier to wash, lighter for an older user, and a better fit for the shopper's question.
Your product appeared, but the other product had the stronger recommendation.
Look at the reason after the product name
A mention means the product appeared. A comparison means AI weighed it beside another choice. A recommendation means AI gave a reason the shopper should consider it.
That reason matters. It tells you what AI understood about the product and which facts were important to the question.
Keep the question and test it again
After you improve the product information and publish useful answers, ask the same shopper question again later. Keep the wording the same so the test stays fair.
Then watch whether the product moves from missing, to named, to compared, or to recommended. That is much more useful than a vague score.