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Canine Longevity Atlas

Methodology

How we cover this story

We built this site to be the single most comprehensive — and least breathless — place to track the canine longevity pill anywhere on the internet. Here’s exactly what we do, and what we refuse to do.

Pipettes in a research laboratory

What we scan

What we do with it

  1. De-duplicate by URL, headline fingerprint, and substring overlap.
  2. Classify by country, source kind, and topic (regulatory, science, clinical, owner, marketing).
  3. Score sentiment with a transparent lexicon — never a hidden black-box model.
  4. Generate a one-paragraph plain-English summary so you don’t need to click.
  5. Rank by recency, source authority, and corroboration across sources.
  6. Trigger an instant approval-alert email if a country’s regulatory status changes.

What we refuse to do

Live · last scan

We scour the web so you don’t have to.

Every six hours we pull, parse, sentiment-score and summarize fresh material from regulators, peer-reviewed journals, veterinary networks, mainstream press, and public conversation on Reddit and X. If it touches the canine longevity pill, it ends up here — usually within minutes of going live anywhere on Earth.

news articles indexed
81
social posts analyzed
521
vet practices tracked
40
countries monitored
68
glossary entries
111
global re-scan cadence
4×/day

Every six hours we pull, parse, sentiment-score and summarize fresh material from regulators, peer-reviewed journals, veterinary networks, mainstream press, and public conversation on Reddit and X. If it touches the canine longevity pill, it ends up here — usually within minutes of going live anywhere on Earth.

news articles indexed
81
social posts analyzed
521
vet practices tracked
40
countries monitored
68
glossary entries
111
global re-scan cadence
4×/day
Not veterinary advice. Always consult a licensed veterinarian who has examined your dog before changing diet, exercise, or medication.