About
Built so a repair decision can be defended.
AutoClarity is an automotive diagnostic assistant for people who are not mechanics. It turns a plain-language description of a problem into a structured sequence of questions, tells you what the answers do and do not support, and explains what to check next — before you approve a repair.
Our goal is not to replace mechanics or to find the cheapest repair. It is to give everyday vehicle owners enough clarity to understand a recommendation, evaluate the cost, and make an informed decision.
What AutoClarity does
You describe the symptom in your own words and tell us the year, make, model and mileage. AutoClarity matches the problem to a vehicle system and walks you through guided troubleshooting one question at a time, explaining why each question matters. When your answers point clearly at something, you get a report with the evidence behind it; when they do not, you get the specific test or measurement that would settle it instead of a guess. A separate tool reads a written repair estimate line by line and shows you what each charge covers and which questions are worth asking the shop.
Who it is for
Drivers across the United States who want to understand a problem before spending money on it — whether they plan to fix it themselves, are deciding between two quotes, or simply want to hold their own in a conversation at a service desk. It is written for people with no scan tool and no mechanical training: no codes to look up, no jargon left unexplained, and no assumption that you own a lift.
Who builds it
AutoClarity is built and operated by the AutoClarity team, the people behind GG Motorworks, a mobile automotive diagnostic and repair service working across Dallas–Fort Worth. The diagnostic question sets are written from the shop’s own troubleshooting order and only released once a technician has validated them, which is why some vehicle systems offer a full guided walkthrough and others deliberately offer only a starting point. GG Motorworks is an affiliated repair provider: scheduling and in-person work happen on their own site, and AutoClarity never claims credit for a diagnosis a technician still has to confirm in person.
See the process for yourself
The free demo uses a fictional vehicle and simulated readings, so you can follow the questioning and the final report before creating an account.