www.glamnetic.com

AI shopping visibility across ChatGPT, Gemini

Prompt-backed summary
  • Strongest result: “I'm looking for a hot pink press-on nail bundle that includes both manicure and pedicure sets. I want a glossy, short oval shape, opaque finish, and glue-on application. Can you recommend about 10 specific products, ranked best to worst?” ranks #1 on ChatGPT.
  • Closest opportunity: “I'm looking for press-on toenails in a solid, glossy blue color with a short natural shape. I want something that looks like a milky blueberry shade, opaque and not too flashy. Can you recommend about 10 options, best to worst?” ranks #10 on Gemini.
  • Highest-signal miss: “I need a brush-on nail glue that's easy to apply without mess. Can you recommend about 10 options, ranked from best to worst?” did not show your store while 10 rival results appeared.

Where to focus

1

Fix zero-visibility products

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

2

Resolve wrong-product matches

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

3

Win back missed searches

Merchant was absent from the observed top 50 for 12 of 27 measured queries.

Overall metrics

58/ 100
Visibility index
7/10prompts
  • Your store appears7
  • Does not show3
  • Unavailable0
  • Ranked #16
  • Ranked #2–31
  • Ranked #4 or lower0
  • Does not show3

# of prompts where you appear per AI agent