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Every use case follows the same shape — Best for → Before you start → The steps → What to expect → Related — and links into the full guides.

Diagnose & reconcile

Diagnose a ROAS drop

Six checks, in order of likelihood.

Northbeam vs. Shopify

The apples-to-apples comparison.

Pre-sale tracking audit

Catch problems before the traffic.

Decide & optimize

Choose an attribution model

Match the model to the question.

Compare channels fairly

Click and non-click, on equal footing.

Validate with incrementality

Measure causal lift.

Evaluate creative

Find the ads that convert.

Operate & report

Build a weekly report

A repeatable reporting frame.

Report across stores

Multi-store, coherent numbers.

Export to your warehouse

GCS or S3, on a schedule.

Send attribution to Meta

Set up Apex.

Ask from Claude

Plain-English answers over MCP.