Source hierarchy
We prioritize official owner and service manuals, manufacturer publications, recognized technical standards, and established motorcycle-safety organizations. Secondary sources may help explain a topic, but they do not override documentation for a specific motorcycle.
Review and safety
Maintenance content uses conservative language, identifies where advice varies by model or conditions, and separates general education from a procedure. Safety-critical systems such as brakes, tires, steering, suspension, fuel, and electrical work should be inspected by a qualified mechanic whenever the rider is uncertain.
Authors, updates, and corrections
Each guide names its author or editorial team and retains its original publication date. Material updates receive a modified date. Sources are linked where practical. If a reader identifies a factual error or unsafe ambiguity, they can send the article URL and concern through Contact; corrections are reviewed against the best available primary documentation.
Automation and research
Some Vojo guides may be prepared by an automated editorial workflow from a linked public video or a multi-source web research brief. Videos, publications, feeds, and community discussions are treated as topic signals rather than material to copy, translate, stitch together, or closely paraphrase. Web-researched topics require official evidence before article generation, while independent publications and forums cannot establish technical or safety facts. Automated guides must add original structure, official citations, safety checks, and useful Vojo context. They remain blocked when topic review, citation checks, originality checks, image review, or site validation is incomplete. A guide names a human reviewer only when a person has actually reviewed it.
AI-generated editorial images
Some automated guides use AI-generated editorial images to illustrate the topic. These images are not technical evidence, model-specific instructions, or a substitute for an owner or service manual. Every generated image set is reviewed by a Vojo editor before its article can leave draft status, and each image carries a visible disclosure.
Commercial independence
Vojo articles support the Vojo product, but recommendations should not invent rankings, endorsements, prices, or performance claims. We do not accept payment to alter a technical conclusion without clear disclosure.