Traditional advertising research methods
- Recall‑based ad testing
Relies on post‑exposure surveys and recall.
- Self‑reported attention
Assumes attention based on stated interest.
- Static or artificial formats
Tests ads outside real viewing contexts.
- Assumed creative hierarchy
Infers impact without knowing what was seen.
- Late‑stage optimization
Changes are made after campaigns go live.
- Limited behavioral scale
Difficult to test many variations at scale.
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