How we work

Editorial policy & research standards

These standards apply to Vora's health, fitness, wearable, product, and industry coverage. They explain what evidence we trust, where our conflicts sit, and how to flag a problem.

What we publish

Vora publishes original product analysis, wearable comparisons, research explainers, and practical guides. Our goal is to make the evidence and trade-offs clear enough that a reader can make a decision—not to manufacture certainty or repeat a press release.

Our sourcing hierarchy

We prefer primary sources: peer-reviewed research, regulator and court records, manufacturer documentation, official release notes, earnings materials, and first-party app listings. Reputable independent reporting can add context. Community posts, forums, and Reddit can show user sentiment or surface a problem, but they are not used alone to establish a factual product or medical claim.

Comparisons and ratings

We compare products on disclosed criteria such as capabilities, platform support, pricing, data access, evidence quality, and practical trade-offs. Vora is our product, so articles that include Vora are not independent reviews. We identify that relationship and link readers to competitor sources so they can verify the comparison.

Health and research content

We distinguish consumer-wearable estimates from clinical measurements and summarize research in our own words. Vora content is educational and is not medical advice, diagnosis, or treatment. Readers should use a qualified clinician for individual medical decisions.

Updates, corrections, and AI assistance

Time-sensitive articles carry a visible updated date and source list. Our team may use software and AI tools to organize research, identify gaps, or improve clarity, but a human is accountable for publication. We correct material errors and update the article date when the substance changes.

Corrections and questions

Email support@askvora.com with the article URL, the disputed statement, and a supporting source. Learn who is accountable on the Vora Editorial Team page.