This policy explains how Cycling For Beginners researches, writes and updates its content.
Independence
Our editors decide what to cover and what to recommend. Manufacturers and retailers do not review or approve our articles before publication, and we do not accept payment for coverage. Affiliate commissions (see our Affiliate Disclosure) do not change our recommendations.
Research and sources
We base our guides on U.S. Consumer Product Safety Commission helmet standards, NHTSA bicycle safety guidance, manufacturer sizing charts and specifications, and published training and exercise guidelines. Where a claim matters for safety, health or a buying decision, we link to or name the source. When evidence is limited or mixed, we say so.
How we choose products
Buying guides and comparisons explain the selection criteria we used, such as features, specifications, compatibility, ease of cleaning or maintenance, safety information and published recalls. Specifications come from manufacturers and are checked against the product listing at the time of writing; they can change, so please confirm details before you buy.
We are clear about testing. Unless an article describes how we tested a product ourselves, our recommendations are based on research, published specifications and documentation, not hands-on testing. We never invent test results, star ratings, prices or customer reviews.
Use of AI tools
We may use AI tools to help with research summaries or first drafts. Every article is reviewed and edited by a person before publication, and that person is responsible for checking facts against sources.
Safety-sensitive topics
Wear a helmet that meets the U.S. CPSC bicycle helmet standard, use front and rear lights when visibility is low, and follow local traffic laws. Check brakes, tires and quick releases before every ride. If you have a health condition or are returning to exercise after a long break, talk to a doctor before starting a training plan. Our repair guides cover basic home maintenance only; take anything involving brakes or structural parts you are unsure about to a qualified bike shop.
Corrections and updates
If we find an error, we correct it. We show an updated date only when an article has actually been revised. To report an error, please use our Contact page.