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Google AI Mode shows same products 21.6% more expensive than traditional search
Over 23 days (August 9 to 31, 2026), we tracked more than 2 million product listings across more than 100,000 SERPs and AI Mode responses. We ran the same shopping queries through both Google AI Mode and traditional search on the same day at the same moment. When the exact same product showed up on both, the price in AI Mode was 21.6% higher on average.
When the same product appears on both sides, how do the prices compare? And how does the overall mix of recommended products differ between the two? That's what this study set out to answer.
This is the most direct comparison in the study. Same product, same search, so the only thing changing is which search type you are on. We matched products across AI Mode and traditional search, then compared the lead price on each side. Across those matched pairs, AI Mode was 21.6% more expensive.
Price difference: AI Mode vs traditional search, for matched products only.
This is a fascinating study that reveals more about Google's Shopping Graph and the inconsistencies between classic search and AI Mode for free listing placements. While the higher price might be displayed within the grid result in AI Mode (making the top-level comparison less accurate), what we tend to see is that the retailer with the lowest price gets the click in the end.
This research is useful from a consumer perspective, as it is helpful to understand that the products being recommended in AI Mode might not be giving 'price' as much weighting as we would have expected.
The screenshots below are real examples from our dataset. Each pair is from the same search: traditional search on the left, AI Mode on the right.
Same product, same query, and the price on the right is consistently higher.
AI search was supposed to eliminate the friction of comparing prices across five different tabs, but if it only serves pricier inventory by default, it hasn't saved us any work. We're trading the visible effort of opening multiple windows for the invisible penalty of paying more without ever seeing the cheaper option that was one tab over.
When algorithms favor the more expensive item two-thirds of the time and swap out the seller entirely, it changes how discovery works. Open market comparison is replaced by a curated path to higher-priced stock. If these platforms are built for users, it's worth asking: who actually benefits from this?
Matched products give the cleanest comparison, but they're only part of the picture. To see the bigger pattern, we also compared every priced listing on each side, including products that appear on only one of them.
On this broader basis, the typical product in AI Mode is priced well above the typical product in traditional search: a median of $149 in AI Mode versus $100 in traditional search, about 49% higher.