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Is your brand in ChatGPT's shopping answers?
What the artificial intelligence (AI) assistants answered, by category and country, by barcode — and what to do about it.
found · likely why · corrected
From the current edition · 2026-11
Grocery staples · UK
Barista edition oat drink · 07394376620157 · found by 4 of 4
Warburtons Toastie Sliced White Bread 800G · 05010044003887 · found by 4 of 4
Soft Medium Sliced White Bread · 00070004000030 · found by 4 of 4
Not found: 3,320 names the record cannot bind
Baby · France
Modilac Expert Doucéa 1er âge · 03572731340818 · found by 3 of 4
Lait bébé 1er Age Guigoz · 07613033116094 · found by 3 of 4
Gallia Calisma · 03041091461292 · found by 2 of 4
Not found: 4,445 names the record cannot bind
Beauty · USA
CeraVe AM Facial Moisturizing Lotion with SPF 30, 3 OZ · 03606000537460 · found by 4 of 4
The Ordinary 100% Plant-Derived Squalane 30ml · 00769915190885 · found by 4 of 4
The Ordinary 100% Organic Cold-Pressed Rose Hip Seed Oil 30ml · 00769915190342 · found by 3 of 4
Not found: 3,461 names the record cannot bind
By the numbers
Read from the current edition of the index.
01Found
Which of your barcodes the AIs put in the answer, per AI, per country, this month.
02Likely why
When you are not in the answer: the record says not orderable there, the label is read differently, the name on the shelf is not the name on the feed.
03Corrected
Claim the seat, correct the row, watch the next edition.
04The AI Grocery Shopping Index
Monthly, by category and country, naming the products in the answer by barcode. First edition in print. The index is read by ChatGPT, Claude, Gemini and Grok.
05Claimed · verified · monitored
Per product, per market, $95 a month. Your own agent's checks: cents per call.
06Your markets
A node for every country you manufacture in.
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The AI Grocery Shopping Index
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