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How do I know the lift is real and not just attribution?

1 min read · June 2026

Every action runs against a holdout group that gets your normal experience. We compare the two and report only the incremental difference. If a purchase would have happened anyway, we don’t take credit for it.

Written by operators who run multi-brand DTC businesses and built the post-purchase decision layer they wished they’d had.

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