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Powersports Data

Repo: savvydealer-adam/powersports-data · Path: C:/Users/adam/powersports-data · Owner: Adam Status: Active dev · % Done: 60 · Last commit: 2026-04-04 Deployed: not deployed (API layer in progress)

What it is

Powersports OEM vehicle database — specs, images, pricing, VIN decoding for 15+ OEMs. Powers gables-motorsports and every future SavvyDealer powersports dealer site.

Why it exists

To compete in powersports websites, we need a canonical OEM vehicle database — the equivalent of what vehicle-features is for auto and rv-catalog is for RV. DealerSpike locks in dealers partly because they own the data; owning our own breaks that moat.

How it works

Python. Per-OEM scraper modules + normalized schema + API + frontend. - 17 scraper modules: Honda, Yamaha, Kawasaki, Suzuki, Polaris, Can-Am/BRP, Harley-Davidson, KTM, Husqvarna, CFMoto, Triumph, BMW Motorrad, Ducati, Royal Enfield, Arctic Cat / Textron - Historical data scrapers: NHTSA, API Ninjas, Yamaha historical - Categories: motorcycles, ATVs, UTVs, watercraft, snowmobiles - Data points: year/make/model/trim, engine specs, transmission, dimensions, weight, fuel/towing capacity, multi-angle images, MSRP, VIN WMI codes - verify_against_dealers.py — cross-check scraped data against live dealer sites - Dealer inventory management system added 2026-04-04

What's done

  • 15+ OEM scrapers written
  • Historical data sources wired (NHTSA, API Ninjas)
  • Dealer verification script
  • Dealer inventory management scaffold
  • Schema + research docs

What's next

  • Production runs across all OEMs → canonical DB
  • API layer (to match rv-catalog / vehicle-features patterns)
  • Image hosting pipeline (Gables currently hotlinks DealerSpike — not sustainable)
  • Cloud Run deploy

Where the code lives

  • scrapers/ — 17 per-OEM scraper modules
  • schema/ — data model
  • api/ — API layer (in progress)
  • frontend/ — admin/coverage UI
  • research/ — OEM research
  • data/ — working DB

Integrations

  • Powers gables-motorsports (OEM KB — 892 models, 16 OEMs already in use)
  • Pattern-parallel to vehicle-features (auto) and rv-catalog (RV)

Don't rebuild this — extend it

For another powersports OEM, copy an existing scraper module (e.g., honda.py) and swap selectors — the schema and verification pipeline are already shared.