VIN monitoring
Watches active inventory so aging, stale, or priority vehicles do not wait for manual review.
Built for auto dealers
Cadence Frontline Intelligence Engine
VIN-level intelligence for auto dealers.
Cadence watches every vehicle in your inventory and recommends the next action each VIN needs - pricing, merchandising, content, alerts, pages, and follow-up.
What Cadence does
Cadence is not a generic AI marketing platform. It is an inventory intelligence layer that works from VIN-level vehicle truth and routes work to the right dealer or admin surface.
Next-best action recommendations
Recommends the next action each VIN needs: pricing review, merchandising, content, alert, page, or follow-up.
Creative generation
Prepares buyer-useful scripts, content plans, image prompts, and video plans grounded in known vehicle facts.
SEO and AI SEO
Supports vehicle pages and search-ready copy that explain why a specific unit deserves attention.
Multi-channel execution
Helps execute across listing, page, social, review, and alert workflows without promising unsupported automatic publishing.
Manager summaries and alerts
Surfaces priority vehicles, blockers, and next moves so managers know where to act first.
Learning loop
Tracks what happens and improves the next recommendation instead of repeating weak actions.
What dealers should expect
The operating model is simple: connect inventory, let Cadence inspect every VIN, then review or execute the action Cadence prepares.
Connect or import inventory.
Cadence analyzes every VIN.
Cadence identifies priority vehicles.
Cadence recommends the next action.
Cadence generates pages, posts, scripts, images, or video plans.
Admin review happens where needed.
Cadence tracks what happens and improves the next recommendation.
Console access
Links are public entry points only. Dashboard data is not shown until the console verifies the account and the server validates access.
Admin Console
For Cadence operators and admins managing dealers, review queues, VIN activity, and internal actions.
- Requires authorized admin login.
- Admin APIs validate Supabase session and admin allowlist before returning data.
- Admin tools are not exposed without auth.
Dealer Console
For dealership users managing their inventory, uploads, schedules, and VIN-level Cadence activity.
- Requires authorized dealer login.
- Dealer user must be tied to an allowed dealer record.
- Dealer data loads only after `/api/dealer/me` verifies the session.
Restricted access by design.
Console access is restricted. Dealer accounts and admin access are verified before dashboard data is shown. Request access through your Cadence operator so the right dealer or admin authorization can be configured before login.