Contextual Targeting Accuracy Compared Across In-Response Ad Networks
Ad networks read conversations differently, affecting where billions in ad spend actually lands.
Priya Venkatesan
Section
8 stories in Performance Benchmarks.
Ad networks read conversations differently, affecting where billions in ad spend actually lands.
New standards measure actual attention rather than mere page visibility in AI chat ads.
Measure AI chat ads on engagement depth and downstream behavior, not clicks.
Conversational AI ads demand a ROAS model built from intent signals, not audience profiles.
Late-night health searches reveal an advertising moment traditional channels can't reach.
Standard lift measurement breaks when ads run inside AI chatbots.
ChatGPT ads measure ROI differently than search or social do.
ChatGPT ads convert better despite lower click rates than Google Search.