Platform value ≠ business revenue
A platform claims attributed conversion value. That is different from total revenue or a store’s accounting records.
Reporting standards
What it measures. When it happened. How it was attributed. Where it came from.
Platform value ≠ business revenue
A platform claims attributed conversion value. That is different from total revenue or a store’s accounting records.
ROAS ≠ profit
Margins, refunds and operating costs affect what the business actually keeps.
Past results ≠ a forecast
Every account has its own product, offer, constraints and reporting settings.
The source record
Some studies include an Ads Manager screenshot. Others rely on a client-facing deck. Each study names its source and preserves the difference.
Missing attribution windows stay marked as missing. Where a deck gives conflicting figures, the study explains the discrepancy rather than picking the strongest number.
Career totals and experience are personal portfolio statements. They are distinct from account-level figures and are never presented as a promise for another business.
A clear next step
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