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Dealer inventory-management platform data with unusually deep integration: certified two-way DMS and CRM connections (not a one-way scrape), automatic AI enhancement applied to every new vehicle image, 'market-aware pricing' computed on every unit, and full activity/audit logging exposed through a complete read-write API with webhooks. The resulting assets: (1) a vehicle-imagery corpus of original-versus-AI-enhanced pairs at scale, since every unit's photos pass through the enhancement step; (2) a per-VIN price-change event stream captured at the dealer's system of record rather than inferred from public listings, because webhooks fire on actual changes; (3) dealer operational activity data (tags, assets, syndication destinations, feed behaviour) describing how dealers actually merchandise and distribute inventory across channels — a distribution-path dataset a listing scrape cannot see.
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