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See the Klunk Score on every Carvana, AutoTrader, and Cars.com listing. Free reliability data sourced from NHTSA owner complaints. Klunk adds a reliability badge to every used-car listing on Carvana, AutoTrader, and Cars.com — and a full reliability panel on every vehicle detail page. Now you can see how trustworthy a car is before you click into it. The Klunk Score is a 0–100 reliability rating for every model year, computed from real NHTSA owner-complaint data and refreshed every day. Higher means fewer documented problems. Lower means there's a paper trail of issues you should know about. WHILE YOU SHOP • A small color-coded badge appears on every listing card. • On vehicle detail pages, a full panel shows the score, the tier ("Smooth Ride", "Solid Pick", "Proceed with Caution", "Check Engine", or "Total Klunk"), and the total complaint count. • Click any badge or panel to see the underlying complaints, recalls, and per-year breakdown on klunk.app. • Compare years of the same model. The car you almost bought might be a known klunker. WHAT IT DOES NOT DO • Does not track which cars you look at. • Does not change prices, hide listings, or inject ads. • Does not require a sign-up or email. • Does not access any site outside Carvana, AutoTrader, and Cars.com. ABOUT THE DATA The Klunk Score is computed from owner complaints filed with the National Highway Traffic Safety Administration — the same dataset reporters and J.D. Power cite. Methodology is published in full at klunk.app/methodology. You can audit any score against its underlying complaints on every vehicle dashboard page. Niche or new vehicles where NHTSA has limited data show a transparent "data not yet available" badge instead of guessing. WHO BUILT IT Klunk is built and operated by PrimeStack Solutions LLC, an independent software company. Free, no signup, no ads. Klunk pays for itself through affiliate referrals to parts, warranties, and shopping platforms — never to manufacturers, never to dealers. Affiliate partners cannot influence a Klunk Score. QUESTIONS OR FEEDBACK Email hello@klunk.app or visit klunk.app/about.
May 6, 2026
rating_count is the Chrome Web Store ratings count, not a written-review count.
Media assets
Screenshots and videos on the listing.
Has promo video
Whether the listing includes at least one video.
Languages
Declared language locales.
Developer website
Listing exposes a developer website URL.
Contact email
Listing exposes a contact email.
Keyword in name
Case-insensitive substring match in the name.
Keyword in description
Case-insensitive substring match in the description.
Keyword occurrences in description
Count of case-insensitive occurrences in the description.
Category user-count percentile
Share of same-category extensions with fewer users (null if unknown).
These are transparent listing completeness / keyword signals, not a prediction of Chrome Web Store search ranking.