Our Mission

Au7o exists to give every car owner the information they need to make smart repair decisions — before they get to the shop. We believe that understanding your vehicle's known weak spots, the right parts to use, and how to do basic maintenance shouldn't require years of mechanical experience or expensive diagnostic visits.

What We Do

We research, document, and organize known vehicle problems across hundreds of makes and models. Each issue in our database includes specific symptoms, estimated repair costs, step-by-step solutions, and the parts owners actually use to fix the problem. We also provide AI-powered repair guides and a parts finder that matches exact specifications to your vehicle.

Our Research Methodology

Every issue in our database is researched using multiple authoritative sources:

NHTSA complaint data — We analyze complaints filed with the National Highway Traffic Safety Administration to identify patterns across specific years, makes, and models.
Technical Service Bulletins (TSBs) — Manufacturer-issued service bulletins that acknowledge known defects and provide repair procedures.
Recall notices — Federal safety recalls are cross-referenced with our issue database and displayed on relevant vehicle pages.
Owner forums and communities — Real-world reports from enthusiast forums, Reddit communities, and owner groups provide ground-truth data on failure patterns, DIY solutions, and part recommendations.
OEM service manuals — Factory specifications for fluid types, torque values, part numbers, and maintenance intervals are used to ensure accuracy in our repair guides and parts data.

Data Verification Tiers

We believe in radical transparency about our data sources. Not all information is created equal, and we think you deserve to know exactly how confident we are in each issue we document. Every issue on Au7o is labeled with one of three verification tiers:

NHTSA Verified

Backed by real complaint data from the National Highway Traffic Safety Administration (NHTSA) API. These issues include real ODI complaint numbers, actual complaint counts, and were synthesized directly from government records. This is our highest confidence tier.

Recall Related

Linked to an official NHTSA recall campaign where the manufacturer acknowledged a defect. These issues include real recall campaign numbers and manufacturer-confirmed remedies. Recalls represent the strongest possible confirmation of a vehicle problem.

Community Reported

Compiled from automotive knowledge including owner forum discussions, enthusiast communities, and AI-assisted research. These represent real patterns that owners experience but have not been individually verified against government databases. While we believe these issues are accurate based on widespread owner reports, specific details like repair costs are estimates.

Editorial Standards

We take accuracy seriously because wrong repair information wastes money and can be dangerous. Our editorial process includes:

Severity classification — Each issue is rated high, medium, or low severity based on safety impact, repair cost, and frequency of occurrence.
Ongoing updates — Our database is regularly updated as new TSBs are released, recalls are issued, and community data evolves. Issue pages show when they were last reviewed.
Clear sourcing — Where possible, each issue includes citations linking to the original source material (TSB numbers, NHTSA complaint IDs, forum threads). Issues without verifiable citations are labeled as Community Reported.
Transparent labeling — Every issue displays its verification tier so you always know the confidence level of the information you're reading.

AI-Assisted Content

Au7o uses AI tools to assist with research, content organization, and generating repair guides. AI-generated repair guides are clearly labeled and include a note recommending users verify critical specifications against their vehicle's owner's manual. Our vehicle-specific procedure data (oil types, torque specs, fluid capacities) is sourced from OEM service manuals and verified against factory specifications — not generated by AI.

Affiliate Disclosure

Au7o participates in the Amazon Associates Program and may earn commissions from qualifying purchases made through links on our site. Part recommendations are based on what owners actually use and recommend in forums and communities — we do not accept payment to recommend specific products. Our editorial content is never influenced by affiliate relationships.

Important Disclaimer

Au7o provides informational content for educational purposes. We are not certified mechanics and our content should not replace professional diagnosis. Vehicle repair can involve safety-critical systems — always consult a qualified mechanic if you are unsure about a repair procedure. Verify all specifications against your vehicle's owner's manual before performing any work.

Contact

Have a question, correction, or want to report an issue with our data? Reach us at support@au7o.io or use our feedback form.

About Au7o