WEBSITE ENGINE · THE RENDERING LAYER

Your dealer site,
built as infrastructure.

Most dealer websites are templates with inventory plugged in. Website Engine is different — every page generates live from AutoLink, every page has schema markup attached, every page rebuilds when anything changes. How does Website Engine get cited by AI engines? Built for both.

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Page types generated 9
Schema validation %
Avg. rebuild time s
2024 Ford F-150 XLT SuperCrew
4WD · 3.5L EcoBoost V6 · Antimatter Blue
$42,890
Mileage
8,400 mi
Drivetrain
4WD
VIN
1FTFW1…12345
FAQ · schema attached
Is this F-150 XLT the right truck for daily commuting plus weekend towing?
Schema attached: Vehicle · Offer · FAQPage · AutoDealer
NINE PAGE TYPES

What pages does Website Engine generate?

Most dealer CMSes only generate inventory pages well. Website Engine generates nine distinct page types — each with the schema markup that page type needs, each rebuilt automatically when underlying data changes.

Vehicle Detail Pages

VDP

One page per VIN. Specs, pricing, financing terms, FAQ, dealer info, cross-sells. The conversion workhorse.

Vehicle Offer FAQPage

Search Results Pages

SRP

Filtered inventory lists. Faceted by year, model, price, body, location, drivetrain.

ItemList BreadcrumbList

Model Overview

MDL

Top-level pages aggregating all trims and years. "F-150 inventory at Zee Motors."

Product FAQPage ItemList

Trim Comparison

CMP

"XLT vs Lariat" pages. Side-by-side specs, pricing, features. AI engines love these.

Product FAQPage

Location Pages

LOC

"Used cars in Dallas." Local SEO + AEO targeting. Per-city, per-region.

AutoDealer LocalBusiness

Service & Parts

SVC

Service center, oil change, recall info, parts catalog. Each its own ranked page.

Service FAQPage

Finance & Offers

FIN

Lease deals, financing offers, manufacturer incentives. Auto-refreshed hourly.

Offer FinancialProduct

FAQ Hubs

FAQ

Question-answer pages for common queries. The fastest path to AI engine citation.

FAQPage Question

About & Team

ABT

Dealer story, team profiles, hours, contact. Trust signals for Google + AI engines.

AutoDealer Person
THE BUILD ENGINE

How fast does a new VIN become a live page?

Every change in AutoLink triggers a deterministic build pipeline. No human in the loop, no overnight crawls, no missed pages. Below is exactly what happens.

Tier 01 · Input
vin.added
+ 2024 F-150 XLT · Zee Motors
VIN 1FTFW1E50RFA12345 · $42,890
price.changed
2023 CR-V Hybrid · $31,200
FAM Vans · was $32,490
photo.uploaded
3 new photos · Tacoma TRD
Keller Ford · 2024 model
Tier 02 · Process
01 Identify affected pages ~80ms
02 Compose from layout ~340ms
03 Attach JSON-LD ~120ms
04 Validate schema ~60ms
05 Deploy to CDN ~400ms
Tier 03 · Output
/inventory/…f-150-xlt 2.1s
VDP · +schema/Vehicle, Offer, FAQPage
/trucks 1.8s
SRP · +schema/ItemList
/ford-f-150 2.4s
MDL · +schema/Product
/faq/f-150-xlt 1.6s
FAQ · +schema/FAQPage
THE SCHEMA LAYER

What schema markup do we actually ship?

Schema is what makes a page legible to Google's rich results AND to ChatGPT and Perplexity. Most dealer sites have none, or have the wrong shape. Here's what Website Engine attaches — and why each property matters. 

{
  "@context": "https://schema.org",
  "@type": "Vehicle",
  "name": "2024 Ford F-150 XLT",
  "vehicleIdentificationNumber": "1FTFW1E50RFA12345",
  "modelDate": 2024,
  "bodyType": "PickupTruck",
  "vehicleConfiguration": "XLT SuperCrew 4WD",
  "color": "Antimatter Blue",
  "vehicleEngine": {
    "@type": "VehicleEngine",
    "engineType": "3.5L EcoBoost V6"
  },
  "offers": {
    "@type": "Offer",
    "price": 42890,
    "priceCurrency": "USD",
    "availability": "InStock"
  }
}
SEO + AEO DUALITY

How does Website Engine get cited by AI engines?

Most dealer software optimizes for one search surface. Car shoppers use both Google and AI engines — often in the same buying journey. You need to rank on both. Website Engine generates pages legible to both by default.

GOOGLE SERP

Rich vehicle results, top of page

"2024 F-150 XLT for sale near Dallas TX"
zee-motors.com › inventory 2024 Ford F-150 XLT SuperCrew · Zee Motors $42,890 · 8.4K mi · Antimatter Blue · 4WD ★★★★★ 4.9 · 247 reviews
CHATGPT / PERPLEXITY

Cited in the answer with source link

"best F-150 XLT deal under $45K near Dallas"
Based on current inventory, Zee Motors in Dallas has a 2024 F-150 XLT at $42,890 with 8,400 miles — below MSRP and well-equipped with the EcoBoost V6 and 4WD.
Source: zee-motors.com (cited)
LAYOUTS

Three visual systems. Same engine underneath.

Luxury, mass-market, and commercial dealers don't need the same look. Pick the layout that matches your brand — the output stays AEO-perfect across all three.

APEX / dark / premium
For luxury & performance dealers

Dark stage, gold accents, generous whitespace. The aesthetic of a high-end finance app applied to inventory presentation.

DRIVE / clean / modern
For mass-market dealers

Light, optimistic, blue accents. The default for mainstream brands. Maximum conversion clarity, minimum visual friction.

FLEET / industrial
For commercial & fleet dealers

Industrial palette, structured typography, business-buyer specificity. Built around capability specs and TCO messaging.

MEASURED RESULTS

After 90 days, across 14 pilot dealers.

Same inventory volume, same market, same OEM. Only the website infrastructure changed.

Ranking lift %

Top-3 Google placement for inventory queries, measured 90 days post-migration.

Citations / mo

Avg. AI-engine citations per dealer per month. Pre-migration baseline: 11.

Schema validation %

Pass rate on Google's Rich Results Test across all generated pages.

Time to citation d

Median days from launch to first ChatGPT citation. Industry baseline: 90+.

THE PROTOCOL UNDERNEATH

How does Website Engine use ACP?

Every page Website Engine builds is built from Automotive Commerce Protocol data flowing in from AutoLink. The protocol is open. Apache 2.0 licensed. Vendor-neutral. Your data and your site stay portable.

Read the protocol spec at acpspec.org
READY TO REBUILD YOUR DEALER SITE?

Your current site, audited. Or your future site, scoped.

Run the free 47-point AEO audit on your current site — you'll see exactly what's broken. Or book a 30-minute strategy call to scope a Website Engine migration. Both paths are no-pressure.

Run the free audit → Book a strategy call
QUESTIONS

Common questions.

How is Website Engine different from a traditional dealer CMS like Dealer Inspire or DealerOn?

Traditional dealer CMS platforms are templates with inventory plugged in — pages exist as static HTML and are updated periodically.

Website Engine is generated live from AutoLink's inventory and content data, every page has JSON-LD schema attached automatically, and every page rebuilds whenever underlying data changes. You're not editing a website — you're operating one.

What page types does Website Engine generate?

Nine standard page types from a single inventory feed: VDP, SRP, MDL, CMP, LOC, SVC, FIN, FAQ, and ABT. Each page type comes with appropriate schema markup automatically generated — Vehicle, ItemList, Product, AutoDealer, Service, Offer, FAQPage, Person, depending on the page.

Do we keep our existing domain when we migrate to Website Engine?

Yes. Website Engine runs under your dealership's own domain. Your branding, your photography, your tone of voice. Visitors never see DealersGear branding — they see your store. URL structure is preserved where possible, with 301 redirects for any URLs that need to change.

What happens to our SEO rankings during migration?

Preserved. Full URL mapping before migration so every existing URL keeps its slug or gets a 301 redirect.

Pilot dealers Zee Motors, Keller Ford, and FAM Vans saw net ranking improvement within 30 days — measured by SEMrush, +38% average lift on top-3 placement for inventory queries.

How does Website Engine work with AI engines like ChatGPT?

Every page Website Engine generates includes schema markup that AI engines like ChatGPT, Perplexity, and Gemini can extract and cite.

Question-form H2 headings, answer-ready paragraph blocks, FAQPage schema, AutoDealer schema, and Vehicle schema all combine to make pages legible to LLMs. Across our pilot cohort, median time from launch to first ChatGPT citation is 11.4 days.

Can we use our own design or do we have to use APEX, DRIVE, or FLEET?

Most dealers pick one of the three standard layouts. For dealers who want custom branding, we can build a fourth layout to spec during onboarding — same AEO foundation, custom visual identity.

The technical layer (schema, page generation, ACP compliance) remains constant regardless of visual choice.