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A wrapper around query_ad_metrics that fans out across multiple attribution_model values and returns one result set per model. Answers “how does my CPA / ROAS look across attribution models?” without N round-trips.

When to use

  • “What’s my CPA across attribution models?”
  • “Does last_touch agree with linear_paid on the top campaigns?”
  • Any question reasoning about attribution methodology.
For comparing periods (not models), use query_ad_metrics_compare.

Parameters

Accepts every parameter query_ad_metrics does, except attribution_model is replaced by:

Output

Tip

For brand vs prospecting analysis, contrasting first_touch and last_touch usually shows the largest spread. linear and u_shaped sit between the two extremes and are good “balanced” reference points for discussion.