AI-ready inventory for dealerships

Your Inventory.
The AI Answer.

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

From a shopper’s question to a recorded VIN on your site.

Marketplaces keep the shopper. Basic connectors wait on a CRM form. Zumbay opens the car on your website and proves the visit by VIN.

I need a reliable 3-row SUV for my family under $35,000.
The 2026 Kia Sorento LX is a strong match. ABC Kia has one available now for $34,995.
Illustration: a silver three-row SUV
ABC Kia · Vehicle DNA record

2026 Kia Sorento LX

$34,995 Available Now

3-Row SeatingFamily ReadyTagged VDP Link
01 · Ask

Plain-language question

Budget, seating, or drivetrain. An assistant looks for vehicles that match.

02 · Verify

Vehicle DNA facts

Trim, asking price, features, and photos come straight from your daily feed.

03 · Open

Your own vehicle page

The tagged link opens that car on your domain, never a marketplace.

04 · Record

Closed at the VIN

Your site pixel logs the assistant, the vehicle page, and organic vs. paid.

Three steps. You send the feed. Zumbay does the rest.

Where Zumbay goes further than a basic connection: one feed in, four AI surfaces out, and every visit recorded without a store login.

01 · Prepare

Your feed becomes Vehicle DNA

Every VIN becomes one clean record: trim, price, features, photos, and its vehicle-page URL. Feeds run daily.

02 · Answer

Published four ways for AI

Machine-readable vehicle pages, structured data, /llms.txt, and assistant connections route clicks to your site.

03 · Record

Measured on your page, by VIN

One pixel records which assistant sent the visit and which VIN opened. Nothing waits on a CRM lead.

Illustration: the feed becomes one record per vehicle. A shopper's question gets a car from that lot, with a link to its page on the dealer's site.
Illustration: one prepared lot, readable by the assistants a shopper already uses.
Illustration: named in an answer, clicked, and the vehicle page reached on the dealer site, recorded down to the VIN.

Ready for the assistants your shoppers already use

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.

  • ChatGPT
  • Google Gemini
  • Claude
  • Perplexity
  • Microsoft Copilot
  • Meta AI
  • Grok

Four numbers your team opens every morning

The live dashboard, shown with example figures. In your account, every number is a recorded event tied to a VIN.

Illustration: live agency dashboard with example inventory, answers, clicks and vehicle pages
Live interface. Illustrative example figures and fictional dealerships. Sequence, not proof of cause.

Ready vehicles

Cars on the lot an assistant can read today, and what the rest are missing.

Named in answers

Scheduled questions where an answer named a car from your feed.

Clicks

Shoppers who tapped through from an answer, tagged by assistant.

Vehicle pages

Visits that landed on that car’s page on your site, by VIN.

One engine. The view that fits your team.

Agency

Assigned client rooftops, organic and paid apart.

For agencies

Closed at your vehicle page, by VIN.

Named in an answer, clicked, and opened on your vehicle page. Sequence, not proof of cause.

No store passwords

Published feed and one pixel. Zero DMS or CRM logins.

Organic and paid apart

Paid AI ads are a separate, optional placement on their own line.

Missing says missing

Unconnected sources read “not connected”, never zero.

The assistant decides

Zumbay prepares your cars and measures what follows.

See your lot the way an AI sees it.

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.