URL Parameter Governance for AI Retrieval: Why Tracking and Session Codes Confuse Crawlers That Don't Do Canonicalization
Canonical tags tell Google which URL wins a duplicate-content contest, but several AI crawlers skip that step entirely — so ungoverned utm_*, session, and filter parameters can splinter one page into competing, uncredited copies.
