Demand Generation

Multi-Channel Experiments

Stop rewarding dashboard noise. Start validating user outcomes.

Equal-Budget Windows

Make channels comparable by normalizing the spend envelopes.

SETUP

Quality Thresholds

Define the decision-ready outcome before the ads start running.

CONTROL

Post-Click Validation

Cross-reference ad spend with real product behavior replays.

TRUTH

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