The Core Distinction
“Ingredient X has research” and “Product Y works” are different claims. The first can be true while the second remains untested.
Evidence Transfer Checklist
- Same ingredient identity
- Same form/extract
- Comparable dose
- Comparable population
- Same endpoint
- Comparable duration
- Same combination context
- Finished-product testing
Why This Matters for Affiliate Reviews
Without this distinction, reviews can accidentally convert a study on one isolated ingredient into a claim about a multi-ingredient commercial product. Our methodology prevents that shortcut.
The Evidence Ladder
A useful way to avoid overclaiming is to move from the most distant evidence to the most directly applicable evidence: biological plausibility → ingredient research → comparable ingredient/form/dose research → combination research → finished-product research. Confidence should increase only when the evidence actually becomes more applicable.
Worked Example: Why Transfer Can Fail
Suppose a study uses a standardized extract at a defined dose in adults with a specific diagnosis. A commercial formula may use an unspecified extract, a different amount, several co-ingredients and broad “wellness” language. The study may still be informative about the ingredient, but the distance between study and product is too large to describe the finished formula as clinically proven.
Evidence Transfer Matrix
| Dimension | Close match | Weak match |
|---|---|---|
| Identity/form | Same disclosed preparation | Generic ingredient name only |
| Dose | Comparable exposure | Unknown or materially different |
| Population | Similar participants | Different health context |
| Outcome | Same measured endpoint | Broad marketing concept |
| Finished product | Same verified formula | Ingredient-only evidence |
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