Detailed AI visibility · Full panel
Good Molecules
goodmolecules.com
52
Visibility score
15%
Blended SoV
6/40
Prompts mentioned
Share of voice by model
14%
gemini
16%
openai
14%
anthropic
17%
perplexity
Top competitors in AI answers
| Brand | SoV |
|---|---|
| The Ordinary | 38% |
| The Inkey List | 18% |
| CeraVe | 33% |
Technical AI readiness
AI crawlers in robots.txt AI bots can fetch pages llms.txt present Product schema Organization schema
Top issues to fix
high impact
Allow GPTBot and improve Product schema on bestsellers.
high impact
Publish llms.txt and collection intros that answer shopper questions.
medium impact
Add price/availability structured data for Shopping.
Methodology
Measured via ChatGPT, Claude, Perplexity and Gemini APIs with live web retrieval, fixed weekly prompt panel. API answers approximate but do not perfectly mirror every consumer chat UI. Seed snapshot for index launch — refresh via batch scan.
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