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Chris Romero's avatar

Bottom of funnel really helps me as well

VectorGap.ai's avatar

the shift from CTR to "citation breadth" is the right frame but man does it create a measurement headache.

with traditional SEO you had clear signals -- rankings, clicks, conversions. now you need to track how many queries you're being cited for across an entire topic cluster, and whether that's expanding or contracting over time.

the branded search lift is probably the clearest indicator that visibility work is paying off. if people start searching for "[topic] + your brand" more often, the AI exposure is working even without direct clicks.

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