Carlarity · AI Vehicle Intelligence
Read the receipt before you sign.
Enter a VIN. Get the truth. Carlarity reads market data the way an editor reads a draft — and hands you a plain-English verdict calibrated to the evidence.
Reports from $29.99 · Professional PDF included · No dealer affiliations.
Mission
Buying a car shouldn't require blind trust.
A vehicle is most people's second-largest purchase, negotiated in an information fog engineered to favor the seller. Carlarity's mission is simple: give every buyer the same intelligence a seasoned dealer has — history, valuation, risk, and leverage — before any paperwork appears.
The problem
The fog around every deal.
Price, fees, financing, and history live in different systems, told by different parties, each with an incentive to round in their own favor. Traditional history reports list events but won't tell you what they mean — or what the car is actually worth today.
So buyers sign on gut feel, and find the real cost later.
The solution
One VIN in. Everything that matters out.
Carlarity fuses ownership history, recalls, market pricing, dealer behavior, and fraud signals into a single Trust Score — then explains its reasoning in plain English, with a verdict calibrated to the strength of the evidence.
You walk into the negotiation knowing the car, the price, and exactly what to push on.
A full intelligence file on any vehicle.
Every report reads like it was prepared by an analyst who works for you — because it was.
Trust Score
A single 0–100 score that weighs history, valuation, risk, and fraud signals — calibrated so you know how confident to be.
Risk Analysis
Flood, salvage, odometer, and title risks surfaced with severity ratings and what each one means for you.
Ownership History
Owner count, usage patterns, and registration timeline reconstructed into a readable story of the car's life.
Recalls
Open and resolved recalls with repair status — plus which ones to demand the dealer fix before you sign.
Market Valuation
Live market positioning against comparable listings, so you know if the asking price is fair, high, or a genuine deal.
Dealer Insights
Patterns in how the selling dealer prices, discounts, and moves inventory — leverage you can use.
Maintenance Outlook
What this model, at this mileage, typically needs next — and roughly what it costs.
Fraud Indicators
Cross-checks for cloned VINs, rolled odometers, and washed titles before you wire a cent.
Negotiation Guidance
A concrete playbook: the number to open at, the evidence to cite, and the fees to strike.
Technology
Data science under the hood.
Beautiful reports are the surface. The engine underneath is what makes them trustworthy.
Multi-source Fusion
History records, recall databases, market listings, and pricing feeds are reconciled into one consistent picture — disagreements between sources become signals, not noise.
Calibrated Verdicts
Carlarity states conclusions only as strongly as the evidence supports, and tells you when data is thin — honesty as a feature.
AI Narrative Layer
Machine analysis becomes plain-English explanation: what was found, why it matters, and what to do about it.
Professional PDF Reports
Every analysis exports to a polished, shareable PDF — for your mechanic, your bank, or the negotiating table.
How it works
- Step 1
Enter the VIN
Seventeen characters — that's your entire job.
- Step 2
The engine digs
History, recalls, market comps, dealer patterns, and fraud checks run in parallel.
- Step 3
Read the verdict
Trust Score, interactive dashboard, and a plain-English verdict calibrated to the evidence.
- Step 4
Negotiate armed
Walk in with the report, the comps, and the playbook. Sign only when the receipt reads clean.
Frequently asked questions
Know the car before the car payment.
One VIN, one report, and a verdict you can take to the table.
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