AI Overviews Almost Never Cite Product Pages: 5% of Shopping-Search Citations, vs 44% for Category and Search Pages

When someone searches for a product, Google's AI Overview often answers before any store listing. Store owners want to know whether that answer links to the product pages they work so hard on. We sorted every source cited by AI Overviews on product searches by the kind of page it is.

Almost none are product pages. Of 11,117 AI Overview citations on 1,298 product searches, only 5.4% point to a single product page, while 43.9% point to category, search or best-seller listing pages. Videos take 14.5% and articles 10.0%. On "best" product searches, product pages get even less: 4.5% of 17,069 citations.

We collected Google US mobile search results on 3 November 2026 for a set of product searches and a set of "best" product searches built for our studies, and took every source the AI Overview cited. That gave 11,117 citations on 1,298 product searches and 17,069 citations on best-of searches.

We classed each cited URL by its pattern: product pages (single items), category, search and best-seller listing pages, videos, articles and reviews, forums, other pages on large retailer sites, and everything else.

Limits: classing by URL is not perfect, and some retailer URLs may be misfiled. 17.8% of product-search citations did not fit any group and are shown as unclassed. The searches are our own panel, not a random sample of all shopping searches.

Of the 11,117 citations on product searches, 5.4% point to a page for a single product. That is about 1 in 19 sources, on searches where a product is exactly what the person is looking for.

The likely reason is what AI Overviews do. They summarize options, prices and features across several items, and a single product page only speaks for one of them.

43.9% of product-search citations go to category pages, on-site search results and best-seller lists. These pages show many items at once, which fits an answer that compares choices.

That is eight times the share for product pages. For stores, the category page, not the product page, is the one most likely to be quoted when shoppers search for a type of product.

Videos take 14.5% of product-search citations and articles and reviews 10.0%, both well ahead of product pages. Forums take 3.6%, other pages on large retailer sites 4.8%, and 17.8% are other pages we could not class.

So on a search for a product, a review video or a buying guide is roughly two to three times as likely to be a source as the product's own page.

"Best" product searches lean even harder on reviews. Of 17,069 AI Overview citations on these searches, videos take 24.4%, articles 22.0% and product pages just 4.5%.

That fits the question being asked. Someone searching for the best of something wants comparison and testing, and the AI Overview sources its answer from the pages that offer it.

If you want your store in AI Overviews on product searches, your category pages are the front door, not your product pages.

• Give category pages real content. A short, useful introduction, clear filters and comparison points give an AI Overview something to quote.
• Keep listings readable. Product names, prices and key specs in the HTML of the category page help it stand in for many products at once.
• Support products with video and guides. Videos and buying guides are cited far more often than product pages on these searches.
• Do not neglect product pages. They are rarely the source, but they are where a shopper lands after the answer.

For stores, our on-page SEO services write useful introductions for key category pages, add the comparison points shoppers search for and plan the buying guides that sit alongside them, so the pages AI Overviews prefer to quote carry your products. Under the hood, our technical SEO services make sure category listings render in the HTML Google reads, tidy filter and sort URLs that split one category into many and add video markup, so Google sees each listing as one strong page.

• PageSpeed Matters analysis of Google US mobile search results with an AI Overview on product and best-product searches, collected 3 November 2026 (11,117 and 17,069 citations)
• Google Search Central, AI features and your website: https://developers.google.com/search/docs/appearance/ai-features