China Vehicle Claims, Valuation & Transfer Data API

Enter one VIN to link vehicle claim records, model and trim information, insurance district and month, used-car valuation and ownership transfer records.

For auto insurance underwriting, used-car trading, financial risk control and pawnbroking, we unify vehicle risk data from multiple sources into a one-call, standardised JSON delivery capability.

No need to stitch together insurance, model, valuation and transfer sources yourself.

View data capabilities

Enterprise solution enquiryJSON APIAgency revenue sharing

OverviewClaimsModel & trimInsuranceValuationTransfer

Query key 1

1 LFV2A28U******1234 VIN (masked, first 8 and last 4 characters kept)

Data sources: Vehicle risk data aggregation
Resolve: Linked

Master vehicle entity parsed

VW Lavida
2021 1.5L Automatic Comfortline

Brand / series: VW / Lavida
Model year: 2021
Displacement / transmission: 1.5L / Automatic
Policy region: Guangdong, Guangzhou, Tianhe District
Policy month: 2023-06
Used-car valuation: Approx. ¥86,000 – ¥94,000

5Core vehicle data capabilities

1One VIN links multiple sources

17 charactersStandardised VIN input

MaskedAll sample data masked

The data can be found at each individual source, but it is far from being "ready for a business system".

The real problem isn't whether the data exists, but how to turn data scattered across auto insurance, vehicle models, policy underwriting and used-car valuation sources into vehicle risk results your business systems can fetch in one call and link reliably.

Raw data scattered across multiple sources Claims / model / insurance / valuation / transfer

001Vehicle claim dataClaims summary · Damaged part

002VIN model & trim dataBrand / series / model year

003Insurance district & monthPolicy region · policy month

004Used-car valuationMileage / city valuation

005Transfer recordsCount / date / region

Vehicle risk record aggregation One call · five data types Aggregated, normalised and delivered

01
Data is scattered
Claims, model, policy underwriting, used-car valuation and transfer records come from different sources and definitions, so your systems have to stitch them together.
02
Inconsistent definitions
The same vehicle is named, timed and covered differently across sources, making direct comparison hard.
03
Hard to query programmatically
Most sources provide pages or files, so getting structured results in bulk by VIN means doing your own parsing and modelling.
04
Maintenance costs keep piling up
Source updates, field changes and coverage shifts all require long-term engineering effort, and missed updates easily distort risk conclusions.

From scattered vehicle sources to a directly callable risk record

A VIN passes through six auditable stages to become stable, structured, linkable vehicle risk JSON.

Collect

Continuous sync with insurance, model, policy and valuation sources

source.capture()

Clean

Unifies field naming and time granularity formats

parse · dedupe

Normalize

Unifies claim / model / insurance field naming

schema.map()

Relate

Establishes links between the VIN and all five data types

graph.link()

Aggregate

One call returns claims / model / insurance / valuation / transfer

aggregate.v1

Deliver

Delivered to your business systems via a stable REST API

json_api.v1

You don't have to maintain parsing, alignment and updates across multiple sources.Call the API and use the results directly.

One API covering the core vehicle risk data scenarios

Below are sample request parameters and response data for each capability (all masked, for illustration only). Your consultant provides the exact integration fields and authentication details in the onboarding documentation; technical API specifics are not shown on this page.

Vehicle claims summary and damaged part lookup

Underwriting and claims risk control

Enter a VIN to get the vehicle claims summary and damaged parts — for pre-quote risk screening and used-car dealer risk control.

Number of claims
Claim year
Damaged part
Claim type
Claim status

Insurance quoting · claims pre-screening · used-car dealer risk control · pre-loan review

Input VIN = LFV2A28U******1234

Masked sample · Response dataExample

{
  "vin": "LFV2A28U******1234",
  "claim_count": 2,
  "claims": [
    { "year": 2022, "part": "Front-left headlight", "type": "Collision", "status": "Closed" },
    { "year": 2023, "part": "Front-right fender", "type": "Collision", "status": "Closed" }
  ]
}

Capability 02

VIN model & trim lookup

Enter a VIN to get brand, series, model year, displacement, transmission and other trim details.

InputVIN = LFV2A28U******1234

ResponseVW / Lavida / 2021 / 1.5L / Automatic

Brand · series · model year · displacement · transmission

Capability 03

Insurance district & month lookup

Enter a VIN to get the policy province, city, district and policy year/month.

InputVIN = LFV2A28U******1234

ResponseGuangdong, Guangzhou, Tianhe District · 2023-06

Policy province · city · district · month

Capability 04

Used-car valuation

Enter brand, series, model year, mileage and city to get a valuation range and reference price.

InputLavida / 2021 / 32,000 km / Guangzhou

ResponseApprox. ¥86,000 – ¥94,000

Brand · model year · mileage · city · valuation

Capability 05

Vehicle transfer record lookup

Enter a VIN to get the transfer count, most recent transfer date and transfer region.

InputVIN = LFV2A28U******1234

Response3 transfers · latest 2022-08 · Hangzhou

Transfer count · date · region

This data can flow into your real business processes

Not another back office to open, but vehicle risk results where insurance, used-car and finance work actually happens.

Insurers / agents

Fetch claim and insurance district data up front during quoting and underwriting to support risk pricing and business growth.

VINVehicle Data APIRisk pre-screening

Used-car dealers / 4S stores

Verify model, claim and transfer records when acquiring or trading in vehicles to support pricing and condition reports.

VINVehicle Data APICondition conclusion

Finance / leasing

Use claim, valuation and transfer data before and after lending to support credit decisions and asset monitoring.

VINVehicle Data APIRisk control data

Pawnbroking / auction

Combine model, valuation and transfer records during valuation and disposal to speed up appraisals.

InputsValuation APIReference price

Data and system integrators

Embed all five vehicle risk data types into your own product and offer a unified vehicle record capability.

VINAggregated APIStructured datasets

Agency partnership: earn commission by call volume

A vehicle data capability built for agency partners. You handle customer acquisition and account management; we provide the data, APIs and after-sales support, with revenue shared by call volume.

Partnership model

Agency revenue share

Become a GooFuture Vehicle Data API agency partner and deliver data capabilities for auto insurance, used-car and financial scenarios to your customers.

You provide: Customer acquisition, requirements liaison, commercial relationships
We provide: Data access, stable APIs, technical support
Settlement: Revenue share based on actual customer call volume

Who it suits

Insurance agents / broker teams
Used-car markets and dealer alliances
Auto finance and leasing institutions
Automotive aftermarket SaaS and system vendors
Integrators with automaker client resources

What you can deliver

Vehicle claims summary and damaged parts
VIN model, trim and specification
Insurance district & month
Used-car valuation range
Vehicle transfer records

All sample data on this page is masked and shown for illustration only; live data is governed by the onboarding documentation and compliant authorisation.

Sample data comes from vehicle risk data aggregation, masked item by item

Below are Masked capability samples, with VINs showing only the first 8 and last 4 characters; damaged parts, policy regions, valuations and transfer details are demo samples only,representing no real vehicle or owner。

CapabilityInput (masked)Response (masked sample)

Claims summaryLFV2A28U******12342 times · front-left headlight / front-right fender

Model & trim lookupLFV2A28U******1234VW Lavida 2021 1.5L Automatic

Insurance district & monthLFV2A28U******1234Guangdong, Guangzhou, Tianhe District · 2023-06

Used-car valuationLavida / 2021 / 32,000 km / GuangzhouApprox. ¥86,000 – ¥94,000

Transfer recordsLFV2A28U******12343 times · latest 2022-08 · Hangzhou

The above are masked demo samples. The full field structure and the request/response definitions for all five capabilities are archived in vehicle_data_sample.json for internal review.

The Vehicle Data API supports further analysis

Claim frequency and damaged-part distribution
Model & trim normalisation
Policy region distribution
Valuation range modelling
Transfer frequency risk
Multi-source data linking

The value of an API is more than "returning data to you"

GooFuture's core value lies before the data reaches the API: turning vehicle data scattered across insurance, model, policy and valuation sources into a vehicle risk data model that is program-friendly, linkable and maintainable.

Aggregate

All five data types in one response

Aggregates claims, model, insurance, valuation and transfer into a single vehicle risk record, cutting repeated queries.

Five sources → one record

Resolve

Unified linking by VIN

Uses the VIN as the key to link multi-source vehicle data for easier matching and comparison.

Multiple definitions → unified entity

Structure

Field standardisation

Unifies field naming and granularity for damaged parts, model and trim, insurance district and valuation.

Source text → standard fields

Flag

Masking and compliance

All sample data is masked; live access requires authorisation and compliance.

Raw data → compliant delivery

Update

Continuous sync

Continuous sync as sources update, cutting your maintenance costs.

Source → sync

From enquiry to your first API call in just three steps

The above is an illustrative flow. Your consultant will propose an integration plan based on data scope, call volume and delivery method; onboarding documentation is not shown on this page.

01
Contact a consultant
Scan the QR code to add us on WeCom and tell us your business scenario, the data you need and your expected call volume.
02
Confirm the plan
Confirm endpoint scope, data fields and delivery method; agency partners also confirm the revenue-share terms.
03
Start integration
Get integration materials and usage details, then wire the JSON results into your insurance, used-car or finance product.

Integration overviewResponse sample

Example Input VIN → Returns a vehicle risk record
{
  "vin": "LFV2A28U******1234",
  "model": "VW Lavida 2021 1.5L Automatic",
  "claim_count": 2,
  "valuation": "Approx. ¥86,000 – ¥94,000"
}

Masked sample · JSON responseExample

{
  "transfer_count": 3,
  "insurance_area": "Guangdong, Guangzhou, Tianhe District",
  "insurance_month": "2023-06"
}

From testing to production

Choose a plan by call volume, batch capability and enterprise support. Your consultant provides pricing and agency revenue-share rates based on your business needs.

Basic

For API testing and product validation

Contact a consultant

Monthly requests: 100
Core capabilities: Claims / model / insurance
Rate limits: Basic rate limiting
Agency revenue share: Negotiable

Standard

For dealers and small teams

Contact a consultant

Monthly requests: 5,000
Core capabilities: All five capabilities
Rate limits: Standard rate limits
Agency revenue share: Negotiable

Recommended plan

Professional

For financial institutions and SaaS

Contact a consultant

Monthly requests: 50,000
Concurrency: Higher concurrency
Data delivery: Webhook / CSV
Agency revenue share: Negotiable

Enterprise

For platforms, data companies and large agencies

Contact a consultant

Monthly requests: High-volume usage
Data delivery: Incremental data push
Customisation: Field / dataset
Agency revenue share: Dedicated terms

The questions worth confirming before integrating a vehicle data API

Straight answers on capability scope, masked samples, agency partnership and commercial integration.

Is the data on this page real?

All VINs, damaged parts, policy regions, valuations and transfer details on this page aremasked demo samples, with VINs showing only the first 8 and last 4 characters, representing no real vehicle or owner. Live data is governed by the onboarding documentation and compliant authorisation.

What vehicle data can these APIs return?

Five core capabilities are planned: vehicle claims summary and damaged parts, VIN model and trim information, insurance district and month, used-car valuation, and vehicle transfer records. See the Data capabilities section for request parameters and response fields (all masked samples).

What parameters do I need to pass?

Claims, model and trim, insurance district and month, and transfer records all use VIN (17 characters) as the query key; used-car valuation uses brand, series, model year, mileage and city as inputs. See the onboarding documentation for exact fields.

How often is the data updated?

Vehicle risk data syncs continuously as sources update. See the onboarding documentation for exact update frequency and coverage period; the formal service description prevails.

Can I become an agency partner and earn commission?

Yes. We offer agency partnerships to auto insurance, used-car, financial and system integration partners, with revenue sharing based on your customers' actual call volume. You handle customer acquisition and account management; we provide the data, APIs and after-sales support. Contact a consultant to confirm the exact terms.

Can I integrate the data into my own product?

Yes. The Vehicle Data API can be used in internal systems and integrated into auto insurance quoting, used-car trading, financial risk control and automotive aftermarket SaaS products; commercial usage is governed by the applicable plan and service agreement.

Why are technical API details not shown on this page?

This page is a product and capability showcase. Endpoint URLs, authentication and field-level technical documentation are provided by your consultant during onboarding and are not published, which protects API security and allows delivery to be tailored to each customer.

How is data compliance ensured?

Live data access requires compliant authorisation; all samples on this page are masked and never reveal identifiable vehicle or owner information. Specific compliance requirements are governed by the onboarding documentation and service agreement.

You no longer stitch together insurance, model, valuation and transfer sources yourself.

From multi-source collection to VIN linking, field standardisation and masked delivery — we handle it all. Your systems just call the API.

Enterprise consultant onboarding · agency revenue share · JSON responses

China Vehicle Claims, Valuation & Transfer Data API

Query key 1

Master vehicle entity parsed

Data is scattered

Inconsistent definitions

Hard to query programmatically

Maintenance costs keep piling up

Collect

Clean

Normalize

Relate

Aggregate

Deliver

Vehicle claims summary and damaged part lookup

VIN model & trim lookup

Insurance district & month lookup

Used-car valuation

Vehicle transfer record lookup

Insurers / agents

Used-car dealers / 4S stores

Finance / leasing

Pawnbroking / auction

Data and system integrators

Agency revenue share

Who it suits

What you can deliver

The Vehicle Data API supports further analysis

All five data types in one response

Unified linking by VIN

Field standardisation

Masking and compliance

Continuous sync

Contact a consultant

Confirm the plan

Start integration

You no longer stitch together insurance, model, valuation and transfer sources yourself.