An automotive inventory feed is a data product with source, mapping, freshness, destination, and recovery requirements. Cost depends on the number of systems and how safely the feed handles changed, missing, duplicate, or stale vehicle data.
Define the source and destinations
List inventory system, website, search, third-party listings, CRM, pricing, image, and lead destinations. Record ownership, update frequency, credentials, format, and account boundaries.
Map the vehicle fields
Include stock, VIN-related key, make, model, trim, price, incentives, status, location, mileage, features, photos, and dates. The feed expiration checklist helps price freshness and suppression into the scope.
Budget for validation and recovery
Include schema, required values, duplicates, stale data, partial records, retries, dead letters, replay, rollback, and manual correction. Do not publish a vehicle just because the file parsed.
Handle availability and privacy
Define sold, pending, reserved, transferred, service, and unknown states. Keep private finance, customer, trade, or internal notes out of public output.
Test destinations
Check detail page, search, feeds, image gallery, structured data, lead form, price, availability, mobile, and cache behavior. Test a vehicle change from active to sold and back.
Compare maintenance
Ask about schema changes, vendor formats, credentials, source outages, monitoring, stale alerts, support, analytics, and new destinations. Compare a quote by data quality and recovery path.
Inventory data reaching shoppers late or incorrectly? Ask Vertinus to scope a resilient inventory feed.