Mech IQ by QuickMechs makes vehicle health score calculation simple: each score is built from checks your team already does, such as inspection photos, dashboard warning lights and problems drivers report, all tied to the right VIN. No black box, and no devices to fit.
Here is why that matters.
A fleet director sees a low score on a delivery van. Her first question is fair: “Low because of what?”
If nobody can answer, the score is just a number. Nobody acts on it, and the van keeps running until it stops.
Show me what’s behind a score → In a short demo, we break down a real score, line by line.
Why fleet leaders do not trust scores they cannot explain
- A number with no reason gets ignored. Managers will not spend money on a guess.
- Drivers push back. “The van is fine” wins if the score cannot say why it is not.
- Finance asks questions. Every repair request needs a reason.
- Bad inputs mean bad scores. A score built on the wrong vehicle’s records misleads everyone.
Vehicle health score calculation: what goes into the number
The score comes from four simple sources:
- The right vehicle. Mech IQ reads the VIN from a photo, so every check lands on the correct record.
- A guided inspection. Photos of the dashboard, tires, body and any damage.
- Warning lights. Mech IQ reads a photo of the dashboard and names what each light likely means.
- Driver reports. Drivers describe problems in plain words, and Mech IQ asks follow-up questions.
Each low score shows the reasons that pulled it down. Your team sees the number and the “because”.
Break down a score on my vehicle → Bring one vehicle to a short call and see every input.
How to keep scores accurate in 3 steps
1. Start with the VIN. A photo, not typing, so nothing lands on the wrong vehicle.
2. Check on a schedule. Weekly or monthly, so scores stay current.
3. Report problems the day they happen. A new noise or warning light should change the score that day.
How QuickMechs helps
Mech IQ adds the score and every input to the fleet system you already use.
- VIN verification from a photo.
- Car inspection, guided step by step on a phone.
- Dashboard photos that read warning lights.
- A diagnostic chat in the driver’s own language.
- A vehicle health score with the reasons behind it.
- A repair recommendation and price estimate for every flagged problem.
When the reasons point to a repair, QuickMechs sends the mechanic. About 9,000 vetted mobile mechanics across the United States.
Quick questions
Do we need telematics devices? No. Mech IQ builds the score from photos and simple questions.
How often does the score change? Every time the vehicle is checked or a problem is reported.
Can we see why a score is low? Yes. Every score shows the reasons behind it.
Show me what’s behind a score → See exactly how one of your vehicles is scored.
Read next: What Is a Vehicle Health Score? · Driver Vehicle Inspection: Turn Daily Checks Into a Score