Plain-language question
Budget, seating, or drivetrain. An assistant looks for vehicles that match.
Shoppers ask AI which car to buy. Zumbay makes your lot readable to it and records each click to your vehicle pages, by VIN.
Uses the feed you already publish · No DMS or CRM password · Every visit tied to a VIN
Marketplaces keep the shopper. Basic connectors wait on a CRM form. Zumbay opens the car on your website and proves the visit by VIN.

2026 Kia Sorento LX
$34,995 Available Now
Budget, seating, or drivetrain. An assistant looks for vehicles that match.
Trim, asking price, features, and photos come straight from your daily feed.
The tagged link opens that car on your domain, never a marketplace.
Your site pixel logs the assistant, the vehicle page, and organic vs. paid.
Where Zumbay goes further than a basic connection: one feed in, four AI surfaces out, and every visit recorded without a store login.
Every VIN becomes one clean record: trim, price, features, photos, and its vehicle-page URL. Feeds run daily.
Machine-readable vehicle pages, structured data, /llms.txt, and assistant connections route clicks to your site.
One pixel records which assistant sent the visit and which VIN opened. Nothing waits on a CRM lead.



The set grows as the AI space moves. Each assistant decides its own answer; Zumbay makes sure your cars are ready to be in it.
The live dashboard, shown with example figures. In your account, every number is a recorded event tied to a VIN.

Cars on the lot an assistant can read today, and what the rest are missing.
Scheduled questions where an answer named a car from your feed.
Shoppers who tapped through from an answer, tagged by assistant.
Visits that landed on that car’s page on your site, by VIN.
One rooftop, per-VIN detail, unlimited store seats.
For dealershipsEvery rooftop on its own line, never blended.
For dealer groupsAssigned client rooftops, organic and paid apart.
For agenciesApproved model facts and clean dealer handoffs.
For manufacturersNamed in an answer, clicked, and opened on your vehicle page. Sequence, not proof of cause.
Published feed and one pixel. Zero DMS or CRM logins.
Paid AI ads are a separate, optional placement on their own line.
Unconnected sources read “not connected”, never zero.
Zumbay prepares your cars and measures what follows.
Bring your website and a sample feed. We show which vehicles an assistant can read today, what the rest are missing, and every visit Zumbay would record.