Research Standards | Pilly Labs
Research Standards
How Pilly Labs Cites Ingredient Research
Pilly Labs references published research to provide context about individual ingredients. This page explains how those citations work, what they mean, and what they do not mean.
Research Does Not Equal Product Claims
Published research on individual mushroom species and other supplement ingredients exists across peer-reviewed journals, clinical trials, and review articles. However, research on an isolated ingredient does not predict outcomes from a finished multi-ingredient product.
When a Pilly Labs product page references published research, it is providing ingredient context — not claiming the product itself has been clinically tested.
The Dose Correspondence Framework
When comparing a product’s ingredient amount to published research, four factors must be addressed:
1. Dose Difference
Research studies use specific doses that may differ from the amount in a product. A study dose does not tell you what to expect from a product with a different or undisclosed amount. A product page should compare doses only when both the study dose and product dose are bound to reliable sources.
2. Form Difference
The form of an ingredient matters. A 10:1 concentrated extract is different from raw mushroom powder. Mycelium-based extracts differ from fruiting body extracts. Hot-water extracts differ from alcohol extracts. Product pages note when the form used in research differs from the form in the product.
3. Population Scope
Study participants may differ from supplement buyers. Clinical research typically uses controlled populations with specific inclusion criteria. Results in one population do not automatically transfer to all supplement users.
4. Finished-Formula Disclaimer
A multi-ingredient product has not been independently tested as a finished formula unless explicitly stated. Research on individual ingredients does not predict outcomes when those ingredients are combined in a specific product.
What This Means for Product Pages
When a Pilly Labs product page references research, it should state the verified product dose when available, identify material dose or form differences, and avoid promising outcomes from ingredient studies alone. If either dose is not reliably sourced, the page should not make a numerical comparison.
For products where ingredient amounts are not disclosed (proprietary blends), direct dose comparison to research is noted as not possible. For products where amounts are not yet owner-verified, the page states this limitation.
No Proprietary Research Claims
Pilly Labs does not claim to conduct proprietary clinical research on its finished products. All research references are to published, publicly available studies on individual ingredients.
About This Page
Pilly Labs is owned by the publisher of this page. These standards govern how ingredient research is referenced across all Pilly Labs content. See the label guide for how to read supplement facts panels, or compare all Pilly Labs products.