🇺🇸 Overall · US · September 2026
Which aisle you ask about decides which high street you're sent to
Ask where to buy a kitchen gadget in America and AI names the big-box chains. Ask where to buy a moisturiser and it names beauty specialists and Korean importers instead. Same assistant, same country, and not one shop in common.
The data
🍳 Kitchen — where AI sends you
Walmart
10.8%
Best Buy
8.4%
Target
7.5%
🧴 Skincare — where AI sends you
Ulta Beauty
12.8%
YesStyle
8.8%
Stylevana
7.8%
September 2026 edition. How we measure.
Grow your Brand’s Revenue in the AI Shopping Channel
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