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Field notes on car auction and marketplace data: Copart and IAAI lots, sold prices, VINs, imports from the US and Korea, Chinese listings, and how to build on all of it.

Illustration: a 17-character VIN split into coloured blocks for manufacturer, vehicle descriptor, check digit, model year, plant and serial numberVIN & history

How to decode a VIN: what all 17 characters mean

What each of the 17 VIN characters means, how to calculate the check digit by hand and in code, and how to read the model year without the 30-year mix-up.9 min read
Illustration: a VIN sent to a government database icon and returned as a JSON card with make, model, year, body class and an error code badgeFor developers

Decoding VINs with the free NHTSA vPIC API: a practical guide

The free NHTSA vPIC API in practice: which calls to use, what ErrorCode means, which fields are often empty, how to batch 50 VINs and cache the results.9 min read
Flat illustration of a Korean used-car listing card with the price 2,790만원 in Hangul on the left, an arrow, and a clean JSON card showing 27,900,000 KRW on the rightKorea & China

Encar API: Korean used-car listings in English, in one schema

There is no public Encar API. What exporters need from a listing, why 만원 prices and Korean model names break parsers, and what a clean record looks like.9 min read
Flat illustration of a route from a Korean used-car lot to a port with a car carrier and stacked containers, then across the sea to a customs gate, with small document icons along the wayImport & export

How to import a used car from South Korea: a step-by-step guide

Choosing the car, reading its records, buying through an exporter, deregistration, RoRo or container, documents and how long each step usually takes.9 min read
Flat illustration of a car outline seen from above with a few panels marked X and W, next to a Korean inspection form with checkboxes and a magnifying glassKorea & China

How to read an Encar inspection report (성능·상태점검기록부)

The Korean performance and condition record explained: panel codes, outer panels vs frame parts, what is normal, what is a red flag and how Encar diagnosis differs.8 min read
Flat illustration of three used-car listing cards with Chinese price tags such as 12.58万 and 4.6万公里, connected by arrows to one clean record card showing 125,800 CNY and 46,000 kmKorea & China

Che168, Dongchedi, Guazi: China's used car websites for exporters

What Che168, Dongchedi and Guazi are, how to read 万 prices, 万公里 mileage and 国六 on a listing, and how China’s used-car export works today.9 min read
Flat illustration of a pipeline: an auction lot card flows into a database cylinder, then a search box, then a grid of car listing pages on a laptop screenFor developers

How to build a car auction website like bid.cars

What sites like bid.cars and stat.vin are made of, the architecture behind them, the parts that take longest and a phased plan to build one.10 min read
Flat illustration of a clock beside two conveyor belts, one carrying car cards into a database and the other moving sold cards into an archive boxFor developers

Sync car auction data: an hourly import that doesn't break

A tutorial for an hourly sync of Copart and IAAI lots: the first import, two feeds per hour, upserts by lot, archiving sold lots, retries and monitoring.9 min read
Flat illustration of a damaged sedan on a car carrier truck heading to a port, with shipping containers and a cargo ship waiting at the quayImport & export

Buying a car from a US auction and shipping it overseas: the full process

The whole route from a Copart or IAAI lot to a registered car abroad: brokers, choosing a lot, fees, the title, export clearance, shipping and customs.10 min read

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