A product-page view or calculator visit captures an event, not the full context of the visit. Ads Defender examines device, network and behavioural signals to identify suspicious advertising activity around those interactions.
Traffic qualification adds that context to the acquisition journey. Detected invalid traffic can inform supported platform exclusions, helping reduce repeat exposure in future campaigns. For display campaigns, placement assessment adds another perspective: the quality of the advertising environment supplying the visit.