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We’ve started noticing that when people use AI shopping assistants to compare products in our niche, our catalog almost never shows up even though the products rank well in Google and get steady organic traffic. A couple of competitors appear all the time, including some with much weaker websites. I don’t even know where to start looking because everything seems fine from a traditional SEO perspective. Has anyone run into this, and what did you check first?
A high spot in Google doesn’t mean much to an AI assistant pulling product data, since those two systems read a page completely differently. AI assistants can rely on things like structured data, product feeds and other signals in addition to the page itself, so a page that ranks great for Google search can still be unclear to them. A weaker site with clean product schema and solid feed data can get picked up over a stronger site that skipped that step entirely. Worth checking whether your product pages even have proper schema markup and whether your feed is formatted the way these assistants expect to read it.
Weird gaps like that usually aren’t random, something specific is different between your catalog and theirs even if it’s not obvious from the outside. Might be worth checking your setup against something built specifically for this rather than guessing where the gap is. You could run it through Is it AI Ready here: https://isitagentready.com . It gives you a sense of how well AI assistants can actually interpret your product data and schema compared to what traditional search engines pick up. Competitors with weaker sites showing up more might be down to that gap, worth ruling out before touching anything else on the catalog.
Check how detailed the product descriptions are, whether specifications are included in structured data, and how easily an AI can extract information from the pages.
It’s also worth looking at which sources the AI assistants themselves cite and comparing them against your own catalog. Sometimes the issue lies in how the information is presented and how convenient it is to use for comparing products.When AI agents look at products to buy, they focus on well-organized data like knowledge graphs, standard product details, and clear data formats. They don’t really use things like customer reviews or search trends as much. If your product catalog is hard for them to see, the Bountful platform can help organize your information so large language models can understand it better. Giving them complete technical details and exact stock information makes it easy for AI agents to compare your products with those from other companies.
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