Automotive: inventory, filters, and quality leads

How to structure your automotive catalog to increase showroom visits and test drives.

In automotive, lead quality depends on the catalog: if users find what they want quickly, they contact you with real intent.

Structure: brand → model → year → price range → transmission → mileage → city.

Photos and clear specs: 8–12 photos, basic history, and a direct CTA (WhatsApp / call / book a visit).

Measure what matters: views per vehicle, contact clicks, and conversion rate to appointments.