Use case
Track brand citations across AI answers
Measure Brand Visibility Score, citation rate, and competing domains across ChatGPT, Gemini, Perplexity, and Google AI Overviews.
Highlights
What you get out of this flow
Outcomes you can expect when you run this playbook on Shopify.
- Four AI surfaces in one score
- Query-level citation positions
- Competing domains share of voice
Why this matters
Shoppers increasingly discover brands inside AI answers. Merchants need a repeatable way to see whether the store domain is cited—and who else appears.
How to run it
Set brand identity and tracked queries in Settings, pick surfaces and locale, then review Overview after each sync. Stay within the plan’s query allowance so checks stay active.
