Normalize crawlers, referrals, landing pages, response status, and source freshness windows.
Connect events to content releases, agent runs, source updates, and campaign activity.
Review whether relevant answer snapshots, citations, or sentiment changed after work shipped.
Separate observed evidence from inferred influence in readouts and exports.