www.maisonnoten.com

AI shopping visibility across ChatGPT

Prompt-backed summary

• Strongest result: “I'm looking for a box of assorted bonbons, around 12 pieces, handmade with European ingredients and sugar-conscious recipes. I'd like options that are dairy-free or vegan friendly, and I prefer flavors like passionfruit, raspberry, or caramel. Can you recommend about 10 specific bonbon boxes, ranked from best to worst?” ranks #1 on ChatGPT.
• Highest-signal miss: “I'm looking for a specialty chocolate gift box that features candied fruit and chocolate, ideally a curated duo assortment. It should be handmade, dairy-free, and vegan-friendly, with a clean finish. Please recommend about 10 specific products, ranked best to worst.” did not show your store while 10 rival results appeared.

Where to focus

Fix zero-visibility products

Classic Box is not appearing for its assigned searches; start by tightening the catalog representation for products with zero observed visibility.

Resolve wrong-product matches

The store already appears for some searches, but the intended product is not the result Shopify surfaces.

Win back missed searches

Merchant was absent from the observed top 50 for 15 of 21 measured queries.

50/ 100

Visibility index

5/10prompts

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