Editorial Methodology
Our current editorial process, its limitations, and standards for checking product claims, evidence, safety and seller information.
Editorial identity: Biraj Health Care
Last updated: October 25, 2026
Who Is Responsible for Reviews?
FitnessLifeMag is operated by Biraj K. under the editorial identity Biraj Health Care. Biraj is responsible for writing, final editorial checks, publication, and revisions. His academic background is in health education, not clinical practice. See the founder and editorial profile.
Current Process and Its Limits
Content combines Biraj’s own research and writing with AI-assisted drafting. The evidence notes on each article document the scope of its source checks and unresolved questions. There is no separate editorial team or independent medical reviewer.
These are source-based editorial reviews, not clinical assessments, laboratory certifications, or proof of product performance. Hands-on use or physical inspection must not be assumed unless documented on the relevant article. This policy does not certify that every existing article meets every standard below.
Standards for Preparing and Revising a Review
The following steps guide checks and revisions. They describe what should be established and disclosed, not a guarantee that each step has already been completed for every article.
1. Identify the Exact Product
Match the seller, product name, version, format, and available label. Similar names do not establish that two products have the same formula. If a current readable label, serving size, ingredient quantity, or manufacturer detail cannot be confirmed, state that limitation rather than estimate it.
2. Separate Seller Claims from Independent Evidence
A sales page can establish what a seller advertises; it does not independently prove a health benefit. Record material claims as seller statements and assess supporting research separately. Ingredient studies must not be presented as trials of a complete product.
3. Check Evidence for Relevance
For a health claim, consider the studied ingredient or formula, preparation, dose, participants, duration, comparator, outcomes, study limitations, and conflicts of interest. Animal or laboratory findings are not equivalent to demonstrated human benefit. A single trial does not settle every question.
Before relying on a citation, the source should be opened and checked against the specific claim, including corrections or retractions. If only an abstract is available, that access limit should be disclosed. The article should state which checks were completed, what information was accessible and which questions remain unresolved.
4. Explain Safety and Uncertainty
Identify relevant warnings and interactions from suitable sources, distinguish ingredient-level information from measured product-specific events, and avoid inventing adverse-event rates or personal dosing advice. Missing information is not evidence that a product is harmless.
5. Document Buying Information
Where pricing, bundles, shipping, recurring charges, guarantees, or refund conditions are discussed, identify the applicable seller and scope of the check. Terms can change; a review cannot guarantee checkout prices, delivery, return eligibility, or future seller conduct.
6. Handle Customer Feedback Cautiously
Separate reports of product effects from fulfillment or refund complaints. Seller-selected testimonials, unverifiable quotes, and unrelated similarly named products must not be treated as representative evidence. Do not manufacture customer scores, purchase badges, or satisfaction percentages.
The FitnessLifeMag 10-Point / 100-Point Supplement Evaluation Rubric
Version 1.0 · Introduced October 25, 2026. This is an editorial framework for evaluating the documented evidence, information quality and buying conditions of a dietary supplement. It is not a validated clinical instrument, a safety certification or an estimate of the probability that a product will work. Digital audio, pillows and topical medicines require category-appropriate criteria and must not be scored automatically with this supplement rubric.
| Evaluation dimension | Weight | Max / 100 | Max / 10 | What is evaluated |
|---|---|---|---|---|
| Finished-product clinical evidence | 30% | 30 | 3.0 | Human trials on the exact commercial formula, with the intended population, dose and outcome; study quality, clinical relevance and independent replication. |
| Ingredient research and biological plausibility | 25% | 25 | 2.5 | Human evidence for matching preparations and outcomes; systematic-review findings, certainty and limits on applying ingredient results to a blend. |
| Label, strain and dose transparency | 20% | 20 | 2.0 | Current readable label, serving size, ingredient amounts, botanical specifications and, where relevant, probiotic strains and viable counts. |
| Safety, tolerability and interaction information | 15% | 15 | 1.5 | Relevant warnings, ingredient and product-level safety evidence, interactions, vulnerable groups and unresolved exposure or direction questions. |
| Checkout, pricing and refund conditions | 10% | 10 | 1.0 | Dated seller and checkout checks; total cost, billing frequency, shipping, return deadlines, physical-return costs and consistency of the terms. |
| Total | 100% | 100 | 10.0 | Weighted editorial assessment, with a written rationale for every dimension. |
How the calculation works
Each assessed dimension receives a band from 0 to 4. Weighted points = dimension weight × band ÷ 4. Add the five contributions for a score out of 100; divide by 10 for the score out of 10. Round only the final 10-point result to one decimal place. For example, bands of 1, 2, 3, 2 and 3 produce 7.5 + 12.5 + 15 + 7.5 + 7.5 = 50/100, or 5.0/10. This is a calculation example, not a rating of a named product.
Band anchors and evidence records
- 0 — Not established within the documented assessment: No qualifying support was identified for the dimension, or essential information needed for a favorable assessment remains unavailable. For clinical evidence, ingredient studies alone do not earn finished-product trial points.
- 1 — Limited: Preliminary or indirect support, partial disclosure, historical buying information, or substantial unresolved gaps.
- 2 — Partial: Relevant information exists but important study-quality, formula-matching, warning or transaction questions remain.
- 3 — Substantial: Mostly complete and directly relevant documentation, with remaining limitations clearly identified.
- 4 — Strong within the stated scope: Robust, directly relevant support and complete documentation for that dimension. Clinical evidence requires high-quality formula-matched human evidence and convincing replication; a strong safety-information score never means risk-free.
The review must record the source or label/checkout evidence, check date, band and written rationale for every dimension. Use NR (not rated) when a dimension has not been assessed; do not silently convert an unperformed check to zero or an assumed average. If any dimension is NR, do not publish a composite score or convert it into rating schema. A low evidence score reflects the available support and transparency, not proof of ineffectiveness or harm.
Legacy ratings and subsequent updates
Scores published before October 25, 2026 are legacy editorial judgments unless a review explicitly includes the five-dimension calculation and a dated reassessment. They must not be described as having been calculated with this rubric. Revisions should explain the reason for a changed score. Missing evidence, product versions, populations and research scopes can differ between reviews, so numerical comparisons need their accompanying rationale.
Testing, Ratings, and Medical Review
No independent medical review is currently commissioned for FitnessLifeMag articles. There is no site-wide claim of hands-on or laboratory testing. Any claimed test, numerical rating, comparison, or performance measurement should identify its method and supporting evidence. A star rating is not a clinical conclusion, and a desk review must not imply personal product use.
Commercial Independence and Disclosure
Eligible links may earn affiliate commissions. Commercial relationships should be disclosed and must not be represented as scientific support. The editorial standard is to discuss limitations and safety concerns regardless of monetization, not to promise a positive review. Read the affiliate disclosure.
Updates and Corrections
Updates may follow newly identified research, label changes, seller-term changes, or factual corrections. Pages are not continuously monitored. Publication, source-check, editorial-update, and medical-review dates describe different activities and should not be used interchangeably.
A material correction should explain the substantive change; changing a title year alone is not a new evidence review. To request a correction, email info@fitnesslifemag.com with the URL, specific statement, and supporting source. No fixed response time is promised.
Related Policies
Read the sources policy, About page, and contact instructions. Content is general education, not personalized medical advice or a substitute for professional care.
Related Editorial Policies
Read the sources policy, founder profile and affiliate disclosure. These policies do not certify product safety or clinical effectiveness.
Our editorial standards
Understand how this site evaluates evidence and discloses commercial relationships.
Educational information only; not medical advice. Some links may earn us a commission at no extra cost to you. Read our affiliate disclosure.