Analytics & Attribution
Click-Through Rate (AI)
The percentage of AI-generated answer viewers who click through to your Shopify store after seeing a citation.
What it means
In AI search, CTR measures how often a citation (brand name or link in an AI answer) converts to an actual site visit. AI citations with prominent placement — first mention, bolded, linked — achieve higher CTRs than incidental mentions. CTR from AI platforms tends to be high when the AI's recommendation is explicit ("I recommend [Brand] for this use case") versus low when it's vague ("you can find options at stores like [Brand]").
Why it matters for Shopify
Shopify merchants can improve AI CTR by ensuring their brand name is distinctive, and by optimizing for being the primary recommendation rather than one option in a list.