Intent Density
How close inbound users are to a purchase or decision. AI referral traffic has high intent density, which is why it converts at a higher rate.
What is Intent Density?
Intent density describes how close an inbound user is to a purchase or decision. Even a single visit converts very differently depending on whether the user is casually exploring or one step away from choosing.
Why AI referral traffic has high intent density
Someone who asks an AI a loaded question — "what Korean collaboration tool works for a 10-person team?" — has already done much of the problem definition and shortlisting. A click from a recommendation inside an AI answer behaves like a "shortlist evaluator," not an "explorer." The fact that an AI recommended the option also acts as prior trust that lifts conversion.
What it means for measurement
High-intent-density channels deliver high conversion "quality" even at low traffic "volume." So small channels like AI referral traffic should be judged by conversion and revenue contribution, not by visit counts, for their value to show up accurately.
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