www.dandelionchocolate.com

AI shopping visibility across ChatGPT, Gemini

Prompt-backed summary

• Strongest result: “I'm looking for a chocolate breakfast granola that uses real dark chocolate and cacao nibs, with oats, quinoa, hazelnuts, and coconut. Please recommend about 10 specific products, ranked best to worst.” ranks #1 on Gemini.
• 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 gourmet sea salt caramels made with high-quality chocolate and real vanilla. They should be buttery, with a balance of salty and sweet. Can you recommend about 10 options, 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

6/10prompts

Your store appears6
Does not show4
Unavailable0

Ranked #14
Ranked #2–31
Ranked #4 or lower1
Does not show4

# of prompts where you appear per AI agent

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