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Compare attribution models without confusing credit and revenue

Keep order-level revenue fixed while showing how different models assign credit across touchpoints.

Attribution assigns credit while the transaction ledger records revenue. A model's channel-credit totals and an account's deduplicated sales are different quantities; choose the model for the actual question.

One $100 order can receive credit in more than one channel report. Keep channel credit separate from the deduplicated transaction before using a dashboard to allocate budget.

Triple Whale's attribution-model guide, reviewed November 4, 2026, describes platform-level credit in Triple Attribution and the risk of summing that credit as All Channels revenue. It also describes distinct linear models. The appropriate model depends on the question.

Here is illustrative allocation arithmetic for a single Meta → Google → purchase path:

Article · table 1
Reporting questionMeta creditGoogle creditDeduplicated order
Each touched paid channel receives full platform-level credit
$100
$100
$100
Equal credit across those two paid touches
$50
$50
$100

The first row sums to $200 of channel credit; it does not create a second $100 transaction. The second allocates credit, but does not prove each channel caused half the sale.

For three equal touches, use $33.33, $33.33 and $33.34 when displaying a $100 total to cents. Rounding should not turn the ledger into $99.

Compare platforms only after reconciling windows, view/click treatment, identity, eligible channels and refunds. Meta and Google do not have one universally identical last-click configuration.

Use attribution to inspect the buying path and a suitable experiment for a causal budget question. No model is the universal best, and changing a model's credit cannot itself increase the business's revenue.

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