Every ad network uses different macros. This is the reference for 74 networks’ tokens, mapped to one normalized parameter set so you can attribute and fraud-score every visit no matter where the traffic comes from.
Which tokens pinpoint bot publishers & placements, per network →Illustrative example — what these tokens roll up to: one 0–100 score per source, worst first.
ValidVisit generates them and scores each source — bots, server-farm traffic, invalid clicks — 0–100.
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