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From "How did you hear about us?". No survey yet? 9% is one published benchmark.

AI-influenced conversions (estimated)
36
Missing from GA4
32
Analytics undercounts AI by
9×
Hidden first-year pipeline
$76,800

An estimate, not a measurement. Surveys have their own biases; treat this as the size of the question, not the answer.

Why the gap exists

Analytics can't see most AI influence

Many people read an assistant's answer and then search for you or type your URL, so the visit arrives as organic or direct. In one published study, Google Analytics credited about 1% of signups to AI while a post-signup survey put it at about 9%.

Two cheap fixes narrow it: an AI channel in GA4, and an "AI assistant" answer in your "How did you hear about us?" field.

Source: n8n attribution-gap study (Graphite), June 2026.