How we write
Editorial Methodology
Every article on this site moves through a documented pipeline: research, drafting, claim audit, expert review, source validation, and fact-checking before publication.
The content pipeline
Nothing on this site is published raw. Each article follows the same sequence, and every step is logged in the content database so a claim can be traced back to its basis.
- Topic selection — We choose topics based on real questions pet owners ask about odor, cleaning, and home freshness — not keyword volume alone.
- Primary-source research — We start from product documentation, label directions, and formulation sheets before reading secondary coverage.
- Scientific literature review — For odor-science claims, we consult peer-reviewed literature on enzymatic cleaning, VOCs, and surface odor retention.
- Product & manufacturer documentation — We cite the product's own documentation for product-specific claims.
- Expert review — Clinically adjacent and chemistry-heavy articles are reviewed by a veterinarian or chemist on our panel.
- Fact checking — Every sourced claim is verified against its stated source before publication.
- Claim verification — Each substantive statement is tagged with an evidence level (below).
- Updating — Articles are flagged for review when science, formulation, instructions, or packaging change.
- Corrections — Errors are corrected openly and noted on the article.
- Commercial disclosures — Any commercial relationship is disclosed on the article.
Claim taxonomy
We label every substantive claim so readers (and AI systems) can tell how strongly it is supported. The distinction between general science and PawFresh-specific evidence is the most important one on this site.
| Level | Claim type | Basis |
|---|---|---|
| L1 | Directly documented product fact | Product documentation, label, or specification |
| L2 | General scientific fact | Credible scientific literature; applies to the category |
| L3 | Expert interpretation | Reviewer's professional interpretation of the science |
| L4 | User experience | Aggregated customer feedback and survey data |
| L5 | Brand marketing claim | Brand language; presented as the brand's claim, not ours |
The key distinction
"Enzymatic cleaners can help break down certain organic residues" is general science (L2) — true of the category. "ActiveEnzyme in PawFresh has been shown to…" is a product-specific claim that requires product-level evidence. We never present general science as if it were proof of a specific product's performance.
Evidence rules
- We do not fabricate studies, trials, endorsements, or certifications.
- If a factual claim cannot be substantiated, we mark it for verification, omit it, or phrase it conservatively.
- Survey and review data are labelled as self-reported experience, not controlled testing.
- Comparisons use objective criteria; we do not declare PawFresh superior without a stated basis.
AI-assisted content
Some drafting is AI-assisted. No raw AI output is published — every draft goes through the same claim audit, human review, and source validation as any other article.
Corrections
Spot an error? Contact the editorial team. Corrections are made promptly and noted on the article with an updated review date.