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Thai Cars — Auction Intelligence for Thailand

Daily picks of Thai auction cars worth a bid, with price limits.

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Thai Cars: desktop screenshot
Thai Cars: mobile screenshot

// Results

lots scanned across 24 sessions in one daily run (Oct 2026)
1,981
flood-damaged lots shortlisted from that run
742
cars a year pass through Thai auctions
~250k

// How it works

  • Live auction radar with map
    Live auction radar with map
  • Deal analyzer: bid, repair, profit
    Deal analyzer: bid, repair, profit
  • Flood-car matrix with priority scoring
    Flood-car matrix with priority scoring
  • Investor model: turnover and ROI
    Investor model: turnover and ROI

What we built

A scheduled collector scrapes the auction houses, tracks relists and backtests against hammer prices. A scoring engine grades water damage A–E, runs a 12-line repair-and-resale estimate and sets the bid with a Monte Carlo model.

  • Daily scrape of Union Auction and JSSR
  • 12-line repair and profit estimate per lot
  • Monte Carlo bid with winner's-curse correction
  • Flood-damage grade from A to E

// Stack

  • React
  • Scrapers
  • Scoring engine
  • Monte Carlo
  • LINE LIFF
// Next case
// Your project

Let's build this for you

Describe the task. An engineer replies within 24 hours with a plan and an estimate.

  • Free AI audit
  • Fixed-price pilot
  • NDA on request