By Ryan Richardson · Published 8 October 2026
A funnel looks profitable on paper, with order value apparently clearing the bar, and still loses money, or a funnel that was profitable starts losing money with nobody noticing for weeks.
Pricing psychology claims, like charm pricing (prices ending in 7 or 9) or anchoring effects, circulate widely with no reachable primary study behind most of the quoted figures. The safe statement is narrower than the popular one: charm pricing has a small effect in side-by-side comparisons and close to none on an isolated page. Treat both ideas as held lightly, not as a substitute for actually moving a price and reading the settled result.
Always compare order value to acquisition cost, never to headline price. Recompute the floor whenever order value moves, rather than on a fixed schedule or never. Wait for roughly fifty settled purchases before trusting a floor figure, and mark anything built on fewer as provisional. Don't substitute a popular pricing-psychology claim for actually testing a price change and reading settled cash.
Check what your current break-even floor was last compared against: acquisition cost, or just the sticker price. Check when it was last recalculated, and how many settled sales it was built from. If any of those three answers looks weak, the floor itself is the thing to fix before touching traffic or creative.
| Claim | Value | Source |
|---|---|---|
| Why comparing order value to headline price is the wrong bar | it's a far easier bar to clear and tells you nothing about whether traffic pays for itself | THE BOOK FULL.md Piece 15, line 1741 |
| What happens to a floor that's never rechecked | it ages the same way any other assumption does, silently | THE BOOK FULL.md Piece 15, line 1741 |
| Purchases needed before an acquisition cost figure settles down | roughly fifty | THE BOOK FULL.md Piece 15, line 1737 |
| The safe statement on charm pricing and anchoring | a small effect in comparative contexts, close to none on an isolated page, with no reachable primary study behind the circulating figures | Measured in Real Money, Field Manual |