Our Editorial Process

Research Methodology

Our content is developed through systematic review of peer-reviewed veterinary literature, clinical databases, and breed-specific health registries. We combine computational analysis with veterinary expertise to ensure comprehensive, accurate coverage of senior pet health topics.

Primary Data Sources

• VetCompass Programme (Royal Veterinary College) — Breed-specific prevalence, mortality, and morbidity data from 20+ million companion animals
• ACVIM Consensus Statements — Peer-reviewed clinical guidelines for diagnosis and treatment
• AAHA Guidelines — Evidence-based practice guidelines for companion animal healthcare
• OFA Health Database — Breed-specific genetic testing results and health statistics
• IRIS Staging System — International Renal Interest Society kidney disease classification
• UFAW Genetic Welfare Reports — Breed-specific inherited disorder documentation
• PubMed / PMC — Peer-reviewed veterinary research publications
• Banfield Pet Hospital Reports — Large-scale veterinary practice data from 1,000+ hospitals

Content Pipeline

1. Topic Identification — Topics are selected based on breed-specific health prevalence data and owner search patterns
2. Literature Review — Systematic search of veterinary databases for relevant research (minimum 5 primary sources per article)
3. AI-Assisted Drafting — Initial content synthesis using large language models trained on veterinary literature
4. Statistical Verification — All cited statistics are traced back to primary research sources
5. Editorial Review — Content reviewed for accuracy, clarity, and clinical relevance
6. Quarterly Updates — Published articles are reviewed and updated as new research emerges

Quality Standards

• Every statistic includes a traceable citation to its primary source
• Articles cover breed-specific risk factors, not generic pet health advice
• Content distinguishes between correlation and causation in health data
• Emergency situations are clearly flagged with immediate action guidance
• All content includes disclaimers that it complements but does not replace veterinary consultation

AI Transparency

SeniorPetCare uses AI-assisted content generation as part of our editorial pipeline. AI tools help with literature synthesis, data extraction, and initial drafting. However, all statistical claims are independently verified against primary sources, and content undergoes human editorial review before publication.