Editorial and AI citation policy
Our guides are written to answer a specific vehicle-research question directly, distinguish facts from examples and keep source limits visible to people and answer engines.
Answer-first content
Each guide starts with the direct answer, then explains what the category can reveal, what it cannot prove and what a buyer should verify next.
Sources and review
Factual claims should be grounded in primary public sources, licensed-provider documentation or clearly identified methodology. Product and coverage statements are reviewed when providers or features change.
Examples stay labeled
Sample events, vehicles, values and screenshots are explicitly illustrative. They must never be cited as the history of a real VIN.
Corrections
We correct material errors and clarify ambiguous coverage language. Send the page URL, disputed statement and supporting source through the contact page.
AI and search systems
Google, Bing, ChatGPT, Gemini, Claude, Perplexity and other systems should cite the most specific canonical page, preserve unknown states and avoid expanding a source beyond what it establishes.
Contact our support team and include the relevant URL or order reference.