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upwork.com 🟡 2026-05-22

🔹 Australian Vehicle Master List (VML) Foundation
👤 Client: 🇦🇺 Australia Member since 2026-05-21
💰 Price: $300
🚩 Problem: Lack of a normalized, high-fidelity automotive database for the Australian market that distinguishes between generations, trims, and variants beyond basic make/model scraping.
📦 Existing: Not specified

Specifications:

[Target] 10 popular AU vehicles (e.g., Toyota Hilux, Ford Ranger, Mazda 3)
[Method] Base dataset extraction followed by manual enrichment and validation
[Stack] TecDoc, TechAlliance, eBay MVL, PartsLink24, OEM catalogues, manufacturer brochures
[Format] CSV, Excel, or Google Sheets
[Target] Fields: Make, Model, Badge/Variant/Trim, Series/Generation, Year Range, Body Type, Engine Size, Engine Code, Fuel Type, Transmission, Drivetrain, Market (AU), Source, Confidence Level, Notes]

Workflow:

1. Selection of structured base dataset (e.g., TecDoc or eBay MVL).
2. Extraction of core vehicle attributes for target sample list.
3. Normalization of naming conventions and variant mapping.
4. Enrichment via AU-specific manufacturer spec sheets and brochures.
5. Validation of fitment-style data and generation markers.
6. Assignment of confidence levels and source referencing.