ANCAP ratings
Used for safety rating pages, sub-score comparisons and SafetyScore-style rankings. Tested year and protocol context remain important.
Transparency
Data sources, update rhythm and limits
Auto Insight Lab organises public information into buyer tools and summaries. This page explains the main source categories, where judgement is involved and where readers should verify details before making a purchase decision.
Main source categories
Recall notices
Used for recall search and recall interpretation articles. Recall count is not treated as a direct quality score.
Specs, pricing and warranty
Used for model pages and comparisons. These details can change by grade, model year, state, dealer and launch timing.
How to read the site
Scores are shortlist tools
Scores and rankings are designed to structure research, not replace inspection, test drives, finance checks, insurance quotes or professional advice.
PHEV claims need extra caution
Battery range, towing and payload are especially sensitive to test cycle, grade, load, accessories and driving pattern.
AI-curated summaries are labelled
Review pages organise public-source themes into readable buyer summaries. They are not road tests conducted by Auto Insight Lab.
Corrections are welcome
If a source, specification or link is outdated, use the contact and corrections page so the site can be updated cleanly.