When Dashboards Disagree: How Attribution Bias Warps ROAS and Budget Decisions
Ad platforms and backends answer different attribution questions. Platforms over‑credit via view‑through and modeled conversions; backends under‑credit via last‑click. Run geo holdouts and use MMM to measure true ad incrementality before reallocating major budgets.
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