Methodology

How we source and verify dog longevity updates

We built this site to track public canine aging research and access signals in plain English. The goal is useful owner education, not hype and not veterinary advice.

What we scan

• · Public regulatory bulletins and agency pages.
• · Peer-reviewed and pre-print biology sources.
• · Veterinary professional newsletters, conference programs, and clinic news pages.
• · Mainstream and regional press coverage.
• · Public owner discussion where available.
• · Owner-submitted corrections and source tips.

What we do with it

1. Deduplicate by URL, headline fingerprint, and overlap.
2. Classify by country, source kind, and topic.
3. Label tone and uncertainty so readers can separate signal from hype.
4. Write a short plain-English summary and link back to the source when available.
5. Rank by recency, source authority, and corroboration.
6. Send updates when a public country or provider signal changes.

What we refuse to do

• · No clickbait.
• · No fake clinical certainty.
• · No selling your email address.
• · No veterinary advice. Your veterinarian makes medical decisions.