www.dandelionchocolate.com

AI shopping visibility across ChatGPT

Prompt-backed summary

• Strongest result: “I'm looking for a gift box of high-end chocolate truffles made from single-origin cocoa beans, where each truffle comes from a different region to showcase unique flavor profiles. I want to taste the differences in terroir. Can you recommend about 10 specific truffle collections, ranked best to worst?” ranks #1 on ChatGPT.
• Closest opportunity: “I'm looking for a rich, thick hot chocolate mix that's deeply chocolatey, perfect for foggy days. Can you recommend about 10 specific hot chocolate mixes, ranked from best to worst?” ranks #4 on ChatGPT.
• Highest-signal miss: “I'm looking for a chocolate pastry that's like a cross between a pie, tart, cookie, and brownie. I want something unique, not a common dessert. Can you recommend about 10 specific pastries, ranked best to worst?” did not show your store while 10 rival results appeared.

Where to focus

Fix zero-visibility products

House Hot Chocolate Mix - Large 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 8 of 29 measured queries.

Overall metrics

38/ 100

Visibility index

4/10prompts

Your store appears4
Does not show6
Unavailable0

Ranked #13
Ranked #2–30
Ranked #4 or lower1
Does not show6

# of prompts where you appear per AI agent

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