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Best for: budget reviews that span search, social, email, and TV-style channels.

Before you start

Different channel types produce different signals — a click-heavy channel and a view-heavy channel can’t be read with the same glance.

The steps

1

Fix the model, window, and mode

Hold all three constant across every channel you’re comparing. Attribution models → · Attribution windows → · Accounting modes →
2

Read non-click channels correctly

How to interpret channels that don’t produce clean click trails. Interpreting non-click channels →
3

Group channels with breakdowns

Organize channels, campaigns, and ads into comparable groups. Manage breakdowns →
4

Sanity-check the numbers

What counts as a good or bad number in context. Good vs. bad numbers →

What to expect

The goal isn’t identical metrics across channels — it’s knowing which differences are measurement artifacts and which are real performance. Organic vs. unattributed · Profitability benchmarks