Contextual Targeting

Contextual Targeting places ads based on what the content is about, not who the user is. A podcast about personal finance serves ads for investment platforms; a cooking show serves ads for ingredient brands; a motoring podcast serves ads for tires and insurance. No user profile, no cross-site tracking: just content-theme matching, often powered by AI-driven transcription and topic classification.

Contextual has had a major renaissance as privacy regulations and cookie deprecation undermined behavioural targeting. It avoids the legal and ethical problems of tracking individuals while still delivering meaningfully elevated relevance. Audio and podcast advertising are particularly suited to contextual because transcript-based topic modelling produces extremely granular context signals without any PII involvement.