Who does AI tell shoppers to buy from?
43 categories · 23 countries · reconstructed weekly from the public product shelf AI shopping surfaces draw from.
Brands tracked
0
Cells tracked
989
New entrants this week
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movement starts next week
Most volatile country
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movement starts next week
What changed on the shelf this week
Baseline week — the shelves are live
614 shelves are published across 43 categories and 23 countries — browse any of them for this week's ranking. The movement board of who entered, was displaced, and became #1 starts next week, once there's a prior week to compare against.
How this worksBrowse by category
1
Observed
Who appeared in the answer, on which dates, across how many runs.
2
Correlated
What co-occurs with appearing: image, price, product rating.
3
What we fix
Our hypothesis about the change that moves you up the shelf.
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