Why platform numbers and real numbers differ
Ad platforms report the cost they can see. Real customer acquisition cost includes agency retainers, creative production, sales salaries and commission, the tooling that supports the funnel, and the discounts and refunds that never appear in the ad account. Building CAC from the ledger instead of the dashboard often changes the figure substantially, and it is the ledger version an investor will test.
The same applies to revenue. Gross sales, platform commission, payment fees, refunds and delivery all sit between the order and the money you keep, so a channel that looks profitable on revenue can lose money on contribution.






