Automotive Data for Smarter Vehicle Financing Decisions
Know exactly what vehicle backs the loan, what it’s actually worth, and whether its title is totally clean, all starting from a single VIN. Vehicle Databases gives car finance institutions and lending software teams the data needed to underwrite much faster and with way fewer surprises along the way.
Important: Vehicle Databases provides automotive information, not credit decisions. Valuation estimates and reported records support your review; your organization retains its underwriting, collateral, and funding policies.
Three Questions Every Lender Asks About the Collateral
Before approving vehicle-backed financing, lenders need to identify the vehicle, understand its value, and review available records. Common questions to answer are:
What is the vehicle?
Start with the VIN. A borrower can just take a quick photo of the VIN sticker or registration paper, and the VIN OCR API reads the number right off it. If they only have a US plate, the License Plate API returns the VIN, year, make, and model.
The VIN Decoder API then returns the exact trim, engine, and drivetrain, MSRP, invoice price, and factory options when you need them.
What is it worth?
The Market Value API gives you trade-in, private party, and dealer retail values across different condition tiers. You can also pass along the vehicle’s mileage & state to make the estimate super accurate. Then, just compare those figures with the loan amount requested before handing out an approval.
Is it clean?
The VIN Title Check API flags whether a vehicle carries a salvage record, including the reason and date it happened. The Stolen Vehicle API cross-checks a VIN against active theft records globally. The Auction History API past auction logs — including prior sale prices, title types, primary damage notes, & original photos.
All three questions kick off from the exact same VIN, so you can easily run them in whatever order fits your lending team’s existing workflow.
Test Vehicle Data APIs for Your Lending Workflow
Try the APIs below to check vehicle specifications, explore market values, and review available records for your lending workflow.
The Loan Is Only As Good As The Vehicle Behind It
In auto lending, the car itself is the collateral. So when the underlying data is wrong or missing entirely, all that extra risk lands right back on your balance sheet.
The Wrong Vehicle on File
Overvalued Collateral
Branded Titles
Stolen Vehicles
Slow Funding
Why Lending Teams Use Vehicle Databases
Vehicle Databases gives lenders access to vehicle information they can use to verify collateral, assess market value, and support financing decisions.
Verify the Collateral
Reduce Exposure
Catch Problems Early
Approve Loans Faster
Sample Response: Reading a Collateral Valuation
Send a VIN with the vehicle’s mileage and state, and the Market Value API returns what the vehicle is worth under each condition.
Request
curl -X GET “https://api.vehicledatabases.com/market-value/v2/WBAPH7G50BNM56522?mileage=12000&state=NY” \
-H “x-authkey: YOUR_API_KEY”
Response
{
"status": "success",
"data": {
"intro": {
"vin": "WBAPH7G50BNM56522"
},
"basic": {
"make": "BMW",
"model": "328",
"year": "2011",
"trim": "i 4dr Rear-wheel Drive Sedan Manual",
"state": "NY",
"mileage": "12,000"
},
"market_value": {
"market_value_data": [
{
"trim": "i 4dr Rear-wheel Drive Sedan Manual",
"market value": [
{
"Condition": "Outstanding",
"Trade-In": "$6,829",
"Private Party": "$12,153",
"Dealer Retail": "$15,200"
},
{
"Condition": "Clean",
"Trade-In": "$6,483",
"Private Party": "$11,473",
"Dealer Retail": "$14,273"
},
{
"Condition": "Average",
"Trade-In": "$5,906",
"Private Party": "$10,341",
"Dealer Retail": "$12,727"
},
{
"Condition": "Rough",
"Trade-In": "$5,157",
"Private Party": "$8,869",
"Dealer Retail": "$10,719"
}
]
}
]
}
}
}
What the APIs Can Do for an Insurance Team
VIN: WBAPH7G50BNM56522 · Mileage: 12,000 · State: NY
| Condition | Trade-In | Private Party | Dealer Retail |
|---|---|---|---|
| Outstanding | $6,829 | $12,153 | $15,200 |
| Clean | $6,483 | $11,473 | $14,273 |
| Average | $5,906 | $10,341 | $12,727 |
| Rough | $5,157 | $8,869 | $10,719 |
How a lender reads it
- The “trim” confirms the valuation is for the exact vehicle you are financing.
- Each “Condition” row gives you a range, so you can value the vehicle as it was inspected rather than as it was advertised.
- “Trade-In” is the lowest of the three and “Dealer Retail” the highest. Which one you lean on is a risk-policy decision, and the API gives you all three.
Built for Every Kind of Lender
From banks and credit unions to dealerships and lending platforms, Vehicle Databases helps teams verify vehicle details and assess collateral for financing decisions.
Banks and Credit Unions
Verify the vehicle, its value, and its title before the loan is funded.
Buy-Here-Pay-Here Dealers
Check the car on your lot against what you are about to finance.
Indirect and Online Lenders
Validate the collateral on applications that come in through dealers and digital channels.
Loan Origination and Lending Software
Add collateral data to your product through a REST API instead of building it yourself.
Trusted by Teams Who Build on Vehicle Data
Teams use Vehicle Databases to access vehicle specifications, history, and valuation data through APIs that fit their existing applications and workflows.
Run Your Next Loan Application Through The Checks
Sign up, get your API key, and try a real VIN from a recent loan file. Identify the vehicle, value it, and check its title in one pass.
FAQs on Car Finance APIs
What should a lender verify about a vehicle?
Basically three main things: what the vehicle actually is, what it’s worth right now, and whether the title is clean. VIN decoding, market value tools, title checks, and stolen vehicle checks handle each one of those.
How do I get a vehicle's value from a VIN?
To get a vehicle’s current market value, just send the VIN to the Market Value API. It pulls trade-in, private party, and dealer retail figures across different condition levels. You can also pass along mileage and state to narrow down the estimate. Coverage applies to US vehicles.
Can I check for a salvage title?
Yes. The VIN Title Check API flags whether a salvage record exists, along with the date and cause. It covers North American vehicles with standard 17-character VINs.
Can I check whether a vehicle is stolen?
Yes. The Stolen Vehicle API checks a VIN against theft records worldwide and returns details such as make, model, plate, color, and location when it finds a match.
Can borrowers upload a photo instead of typing a VIN?
Yes. The VIN OCR API reads a VIN from a photo of a sticker, dashboard, or document in PNG, JPG, or JPEG format and returns the 17-character VIN.
What if the borrower only has a license plate?
The License Plate API takes a US plate number and state and returns the VIN, year, make, and model.
How do I connect it to my loan origination system?
Every API is a REST endpoint that returns JSON. Authenticate with your API key in the x-authkey header. The docs include code samples in Python, JavaScript, PHP, Java, and C#.
Can I try the APIs before I pay?
Yes! You can sign up for a free account to grab test credits and run real VINs through the system before committing to anything.
What vehicle years are covered?
Coverage depends on the API. The Basic VIN Decode API supports US and Canadian VINs from 1981 to present, while the Market Value API covers US vehicles from 1981 to present according to its current product page.
How does valuation differ from KBB?
Vehicle Databases provides trade-in, private party, and dealer retail estimates across four vehicle condition tiers, with mileage and state inputs available to refine results. Our data is updated frequently using vehicle sales and dealer transactions rather than a fixed schedule. Kelley Blue Book uses its own valuation methodology, so estimates can differ.