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Attribution models

Blended ROAS calculation

Blended ROAS is total revenue divided by total advertising spend across every channel, with no attribution model applied. Because platforms each claim overlapping conversions, summing platform-reported ROAS overstates performance; the blended ratio sidesteps that by working from one revenue figure and one spend figure. It is honest at the top line but cannot tell you which channel earned the return — that still needs attribution or incrementality.

Partially verified

The formula and why it is honest

Blended ROAS = total revenue / total advertising spend, summed across all paid channels for a period. No model, no per-channel credit, no windows.

Its honesty comes from avoiding double-counting: every ad platform credits itself for conversions other platforms also claim, so adding their reported ROAS inflates the total. One revenue number over one spend number cannot double-count.

What it cannot do

The trade-off is resolution. Blended ROAS tells you whether total advertising is paying back overall, but not which channel drove it or how to reallocate — for that you still need attribution (for directional channel splits) and incrementality (for causal contribution).

A common practice is to track blended ROAS as the trustworthy top-line guardrail and use attribution underneath it for relative comparisons, never trusting summed platform claims as the total.

How it appears in analytics and logs

When summed platform ROAS looks far better than blended ROAS, the platforms are double-counting shared conversions across their walled gardens.

Diagnostic use case

Sanity-check inflated platform-reported returns by computing one model-free ratio of total revenue to total spend.

What WebmasterID can help detect

WebmasterID's first-party revenue-linked events give an independent total-revenue numerator that does not inherit any one platform's self-reported claims.

Common mistakes

Privacy and accuracy notes

Blended ROAS uses aggregate revenue and spend totals, requiring no individual-level tracking. Educational, not legal advice.

Related pages

Sources and verification notes

Last reviewed 2026-06-24. Facts are checked against primary/official sources where available; uncertain specifics are marked “Data not yet verified” rather than guessed.