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Clickstream data — information of the hyperlinks consumers click as they navigate Internet sites — is arguably the clearest window into true consumer conduct. Traditionally, nevertheless, this information has become prohibitively hard to obtain, locked behind ISPs, SDKS, browser extensions, and info brokers. This made constructing correct, scal