How we research, write, and verify every guide on KeepersNook
KeepersNook publishes care guides, species profiles, and feeding safety articles for pet keepers. Here is how we ensure every article is accurate, useful, and trustworthy.
Research Standards
Where Our Information Comes From
Every article begins with source research, not writing. We prioritize sources in this order:
- Peer-reviewed journals — Journal of Fish Biology, Poultry Science, Herpetological Review
- University extension programs — University of Florida IFAS, Penn State Extension, Clemson Cooperative Extension
- Veterinary resources — DVM-authored guides, AVMA publications, Merck Veterinary Manual
- Keeper communities — when primary research is limited, we draw from experienced keeper consensus and note it as anecdotal
We do not use unverified forum posts, social media opinions, or AI-generated content without human verification as sources.
Transparency
AI-Assisted Content Disclosure
Some articles use AI tools as part of the drafting process. When this happens:
Human editor creates a detailed outline with required sources and key facts.
An AI model generates an initial draft based on our editorial guidelines.
Every claim is verified against primary sources. Errors and generic content are removed.
The final version reflects our editorial standards. Articles are updated on a rolling schedule.
Our position: AI is a useful drafting tool when paired with rigorous human review. We do not publish unreviewed AI output. The keeper expertise, source verification, and final editorial judgment are always human.
Accountability
Corrections and Updates
If you spot an error in any article, contact us. We take corrections seriously:
- Factual errors are corrected within 48 hours of verification
- Outdated care recommendations are updated on a rolling review schedule
- Every article displays its last-updated date
Affiliate Content
Some articles contain affiliate links to products we recommend. Our affiliate relationships never influence our recommendations. We choose products based on quality, value, and relevance — not commission rates. See our full Affiliate Disclosure.
Editorial Independence
No brand, manufacturer, or advertiser has editorial input on our content. Product recommendations are based on our research and keeper experience.
Veterinary disclaimer: Our content is informational, not a substitute for professional veterinary advice. Always consult a licensed veterinarian for health concerns about your animals.