The AI growth OS for car dealerships

From dealer website to market authority.

Most platforms help you build pages. We build market authority. Connect your rooftop and our AI agent network researches your market, studies competing dealers, develops a growth strategy, ships optimized local pages, and continuously improves your visibility across Google, ChatGPT, Gemini, Claude, Perplexity, and every AI answer engine — a living digital presence that grows every week.

Invite-only platform. Book a 30-minute demo to see if your rooftop qualifies.

12,480+
Pages generated
94%
Indexed in 30 days
3.2×
Local traffic lift
<2s
Avg page TTFB
What it is

The dealer growth platform, in one sentence.

An AI-powered Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) platform that generates, publishes, and continuously refreshes hyperlocal SEO landing pages — so franchised and independent car dealerships are cited inside ChatGPT Search, Perplexity, Gemini, Claude, Grok, Google AI Overviews, and the classic Google local pack.

What it is

An AI platform that turns one dealership profile into a network of city × model × intent landing pages — each one schema-marked, server-rendered, and optimized for both Google and AI engines.

How it improves local SEO

Deep internal link graph across cities and models, AutoDealer + LocalBusiness schema with full NAP, and a prioritized citation checklist for GBP, Apple Business Connect, Bing Places, Yelp, BBB, Cars.com, and 50+ automotive directories.

How it improves AI discoverability

Every page emits FAQPage, HowTo, Speakable, AutoDealer, and Organization schema, opens with a 40–60 word answer block, and is listed in /llms.txt so GPTBot, PerplexityBot, ClaudeBot, and Google-Extended can index and cite the content.

How dealers appear in ChatGPT

AI engines cite sources they can parse and trust. We stack the deck with clean SSR HTML, structured data, entity references to OEMs and Wikidata, citations from automotive directories, and dense topical coverage of related shopper questions.

Why hyperlocal pages matter

Shoppers search by intent + location: 'best F-150 lease deal Plano TX'. A page that answers that exact intent — with local context, model trim, schema, and FAQs — wins both Google's local pack and AI answers. One generic Cars page cannot.

Why structured local content wins

LLMs reward content they can map to entities, intents, and citations. Structured headings, schema, FAQs, and consistent NAP signal that your rooftop is the canonical answer for a given local query.

The AI agent network

20+ AI agents working for your rooftop, 24/7.

Most SEO tools tell you what to do. Most dealer site providers give you a CMS. We actually do the work — a coordinated network of AI agents that research, strategize, build, publish, monitor, optimize, and learn.

Dealer Intelligence Agent

Learns your rooftop — OEM, brands carried, service bays, sales process, lender stack, and target ZIPs.

Market Research Agent

Studies competing rooftops, AutoTrader / Cars.com / CarGurus listings, local search demand, and shopper behavior.

Strategy Agent

Builds a custom SEO + AEO + GEO growth strategy for your specific metro and brand.

Local Pages Agent

Ships hyperlocal pages — city × model, near-me, used, CPO, EV, trade-in, financing, lease, service — automatically.

Inventory Page Agent

Generates evergreen model + trim pages (F-150 SuperCrew, RAV4 Hybrid XLE) that rank without depending on live VINs.

Pillar Page Agent

Writes long-form pillar pages that establish topical authority for your brand and territory.

Comparison Page Agent

Builds you vs. CarMax, you vs. Carvana, you vs. local independents — the queries your competitors aren't covering.

Content Agent

Writes original content answering the questions real shoppers ask before buying, leasing, trading, or servicing.

Compliance Agent

Reviews every page for OEM brand compliance, accuracy, and FTC dealer-advertising guidance before it publishes.

Visual Agent

Sources and optimizes images — interior shots, model shots, dealership photos — for local relevance.

AI Image Generator

Generates on-brand hero, section, and feature imagery on demand. Royalty free.

Entity & Schema Agent

Emits AutoDealer, LocalBusiness, Vehicle, Offer, FAQPage, BreadcrumbList, and Speakable schema on every page.

Internal Linking Agent

Builds the pillar → cluster → leaf link graph so authority flows from your homepage out to every model page.

AI Answers Engine Agent

Optimizes content for ChatGPT Search, Perplexity, Gemini, Claude, Grok — not just Google.

GEO Citation Probe

Queries the major AI engines weekly and tracks where your dealership is — and isn't — cited.

AI Visibility Agent

Audits robots.txt, llms.txt, schema, and structured data. Grades how AI-ready every page actually is.

SEO Lab Agent

Runs keyword difficulty, competitor gap analysis, backlink snapshots, and Core Web Vitals checks.

Content Health Agent

Continuously scores every page for quality, freshness, and thin content — and auto-fixes the weakest ones.

Autonomous Rewrite Engine

Detects underperforming pages, rewrites them, and rolls back automatically if performance drops.

Event Trigger Agent

Watches OEM incentive cycles, model-year rollovers, weather, and seasonal demand to spin up timely pages.

LLM Distribution Agent

Submits every new page to IndexNow and LLM-friendly feeds so crawlers find your content within minutes.

Self-Learn Loop

Reads Search Console data and autonomously rewrites underperforming titles, metas, and answer blocks.

Optimization Agent

Continuously expands coverage and finds new opportunities every week.

The closed loop

Research → Create → Monitor → Improve → Repeat.

This isn't a tool you check on Monday mornings. It's a closed-loop system that researches your market, ships new pages, watches every AI answer engine, finds your visibility gaps, and fills them — automatically, every week.

  1. 01

    Research

    AI maps your market, competing rooftops, and the questions shoppers are asking AI engines about your brand and territory.

  2. 02

    Create

    Local pages, model pages, and supporting clusters ship automatically — interlinked, on-brand, schema-rich.

  3. 03

    Monitor

    We probe ChatGPT, Gemini, Claude, and Perplexity to see where your dealership shows up — and where it doesn't.

  4. 04

    Improve

    Visibility gaps become a backlog. New pages get auto-drafted to answer the shopper queries you're losing.

  5. 05

    Repeat

    The loop runs weekly. Your authority compounds while competing rooftops are still emailing their agency.

20+ agents. Five phases. One closed loop. Running 24/7 on your market.

What it replaces

Imagine hiring a full dealer growth team. Then never paying them again.

Most automotive marketing agencies charge 4–6 figure monthly retainers to do a fraction of this work. We do all of it — researching, strategizing, building, publishing, optimizing, and learning — on a single platform.

You'd otherwise be hiring:

  • An automotive SEO agency
  • A content team writing model + city pages
  • A web developer adding schema markup
  • A market-research vendor scoring competitors
  • An AI / GEO optimization consultant
  • A local-marketing manager managing GBP and citations

…and having all of them work for your dealership 24 hours a day. That's this platform.

GEO vs traditional SEO

Two games. One playbook.

Google's blue-link game still matters — but the new game is being the citation inside an AI-generated answer when a shopper asks an LLM where to buy, lease, or service. We play both.

DimensionTraditional SEOGEO (Generative Engine Optimization)
GoalRank in 10 blue linksBe quoted inside one AI answer
FormatLong keyword-rich pagesShort, extractable answer blocks
SignalsBacklinks, anchor text, CTREntity clarity, schema, citations in trusted sources
CrawlersGooglebot, BingbotGPTBot, PerplexityBot, ClaudeBot, Google-Extended
DiscoverySearch results pageGenerative answer + citation footnote
MeasurementPosition, impressions, clicksCitation rate, brand mention share, AI visibility
The AI visibility gap

Why most dealership websites are invisible to AI.

If ChatGPT can't quote your rooftop, you don't exist in the new shopper journey. Six reasons dealer sites get skipped — and how we fix each.

Client-side rendering

OEM dealer site platforms hide inventory and model content behind JavaScript LLM crawlers do not execute.

Missing schema markup

Without AutoDealer + Vehicle + Offer JSON-LD, there are no structured entities for AI to reason about.

No llms.txt or press kit

AI crawlers have nowhere to read your canonical NAP, brands carried, hours, or service capabilities.

Vague dealership names

Generic names get confused with sister stores and competitor rooftops inside LLM training data.

Buried answers

Pricing, financing, trade-in, and lease answers spread across pages cannot be lifted as a citation.

Thin city coverage

One contact page cannot rank for the 40+ ZIPs and 20+ cities you actually sell into.

The domination engine

One workflow. Three steps. Total market authority.

The Dealer Domination Engine turns a single rooftop profile into a complete market-domination strategy — researched, blueprinted, and built out automatically.

STEP 01

Analyze Market

Researches your rooftop, competing dealers, OEM, and category — discovering keyword gaps, AI visibility holes, citation opportunities, and unclaimed entity space across Google and AI engines.

  • Competing-rooftop analysis
  • AI visibility audit
  • Citation & entity gaps
  • Authority scorecard
STEP 02

Build Blueprint

Generates the authority map, entity graph, page formulas, internal linking architecture, schema plan, and the exact list of pages needed to dominate your market — uncapped.

  • Authority map & topic clusters
  • Entity knowledge graph
  • Page formulas (city × model × intent)
  • Internal linking + schema plan
STEP 03

Generate Pages

Executes the blueprint and publishes pages on the safe Crawl → Walk → Run ramp — every page schema-marked, server-rendered, and tuned for both Google and AI answer engines.

  • Phased safe-publish ramp
  • Continuous quality gates
  • Live AI citation tracking
  • Autonomous rewrites
Crawl → Walk → Run

Massive scale. Zero spam risk.

Dumping 10,000 pages live on day one is the fastest way to get your dealer site delisted. We enforce a phased publishing ramp on every workspace — so authority compounds the way Google rewards, not the way it punishes.

  • Quality gates on every page
    Minimum word count, uniqueness score, local proof, schema validation. Failing pages stay queued, not published.
  • Indexation-friendly pacing
    Phased rollout matches Google's crawl-budget growth so coverage rises in lockstep with trust.
  • No hard cap on generation
    Blueprints can call for 50,000+ pages. Only publishing is paced.
Crawl
Days 1–14
30 / day
~900 / mo
Walk
Days 15–42
75 / day
~2,250 / mo
Run
Day 43+
150 / day
~4,500 / mo cap

Example: a 10,000-page blueprint rolls out safely over ~10 weeks at Run pace.

Everything you need

Everything you need to dominate local + AI search.

A complete GEO + AEO + local SEO platform — engineered for automotive scale.

AI page engine

Localized titles, metas, FAQs, schema, answer blocks, and CTAs for every city × model × intent combo.

Bulk geo targeting

Upload ZIPs, cities, neighborhoods, or DMA. Generate thousands of dealer-scoped pages in one click.

AI visibility tracking

Weekly probes across ChatGPT, Perplexity, Gemini, Claude, and Grok with per-engine citation scoring.

Schema graph emitter

AutoDealer, LocalBusiness, Vehicle, Offer, FAQPage, HowTo, BreadcrumbList, Speakable, Article — every page.

llms.txt + press kit

Auto-generated /llms.txt, /llms-full.txt, and /press-kit — the canonical files LLM crawlers scrape.

Citation engine

Prioritized checklist for Google Business Profile, Bing Places, Apple Business Connect, Yelp, BBB, Cars.com, and 50+ automotive directories.

Entity knowledge graph

Connects your rooftop to OEMs, models, ZIPs, landmarks, competitors, and lenders so LLMs map you to the right intent.

Instant publishing

Wildcard subdomains, custom domains, CDN delivery, IndexNow pings — pages live in seconds.

Rank & lead analytics

Track indexed pages, AI citations, rankings, calls, form submissions, and chat conversions per rooftop.

Content safety

Semantic uniqueness scoring prevents doorway pages, OEM-policy violations, and Google penalties.

Voice + Speakable

Conversational headings + Speakable schema so Siri, Alexa, and Google Assistant can read answers aloud.

Autonomous SEO Lab

Continuous research, audits, and rewrites — every page gets sharper with each weekly pass.

Built for every AI engine

Cited in the answers that matter.

Every page is engineered for the crawlers and answer engines below. We track your citation rate per engine and rewrite pages that underperform.

ChatGPT Search
GPTBot, OAI-SearchBot
Perplexity
PerplexityBot
Google AI Overviews
Google-Extended
Gemini
Google-Extended
Claude
ClaudeBot, anthropic-ai
Grok (xAI)
xAI crawler
Copilot
Bingbot + AI surface
Apple Intelligence
Applebot-Extended
Built for automotive

Tuned for every kind of dealership.

Automotive-specific presets for content style, schema, FAQs, OEM compliance, and CTAs.

New car dealersUsed car dealersCertified pre-owned (CPO)EV-focused rooftopsTruck dealersLuxury & exoticMulti-rooftop auto groupsFranchise OEMs (Toyota, Ford, Honda, Chevy, Kia, Hyundai…)Independent used-car lotsBHPH (buy here pay here)Heavy-duty & commercialPowersports & RVMotorcycle dealersService & collision centers
From profile to AI citations in 4 steps

Live in minutes. Cited in weeks.

  1. 01

    Configure your rooftop

    Add OEM, brands carried, NAP, service bays, lender stack, brand colors, and CTAs in under 5 minutes.

  2. 02

    Pick page types & cities

    Upload a CSV of cities, ZIPs, neighborhoods — or pick from our pre-built automotive database.

  3. 03

    Generate & publish

    AI writes each page with local context, model details, FAQs, schema, internal links, and hero imagery.

  4. 04

    Track & dominate

    Watch indexing, rankings, AI citations, calls, chats, and form fills — per rooftop, per engine, per page.

vs. the alternatives

Built from the ground up for AI search — not bolted on.

CapabilityThis PlatformOEM Dealer Site ProvidersAutomotive SEO Agencies
Auto-generated city × model pages✓ Thousands in one clickManual / templateManual + slow
Full schema graph (AutoDealer, Vehicle, FAQ, HowTo, Speakable)✓ Every pagePartialInconsistent
/llms.txt + press kit✓ Auto-generated
AI citation tracking (ChatGPT, Perplexity, Gemini, Claude, Grok)✓ Weekly probes
Citation directory checklist (GBP, Yelp, Cars.com, etc.)✓ 50+ automotive sourcesAdd-on
Entity knowledge graph
Continuous AI rewrites✓ Autonomous LabHourly billed
Time to 10,000 dealer pagesAn afternoonQuartersQuarters
E-E-A-T by default

Built on the signals search and AI engines trust.

E-E-A-T, schema.org, and the citation graph — engineered into every page by default.

Experience & expertise

Real dealership reviews, ratings, author markup, and named GMs / sales managers surfaced in schema.

Authoritative entities

Connected to OEMs, Wikidata, Google Business Profile, Apple Business Connect, BBB, and automotive industry bodies.

Trust signals

HTTPS, NAP consistency, AggregateRating, real citations, and verifiable contact data on every rooftop page.

"We went from invisible inside ChatGPT to being the cited answer for 'best Toyota dealer near me' across 18 Texas cities in 6 weeks."

— GM, franchised Toyota rooftop

"Replaced a 5-person automotive SEO agency. The AI citation tracking alone pays for itself every month."

— Marketing Director, 9-rooftop auto group
FAQ

Frequently asked questions.

Written so ChatGPT, Perplexity, Gemini, Claude, and Grok can quote them directly.

What does this platform actually do for my dealership?

We turn one dealership profile into a network of city × model × intent landing pages — each one schema-marked, server-rendered, and optimized for both Google and AI answer engines (ChatGPT, Perplexity, Gemini, Claude, Grok). The platform researches your market, builds the strategy, ships the pages, monitors AI citations, and rewrites underperforming pages — automatically, every week.

How is this different from my OEM dealer website provider?

OEM-mandated platforms (Dealer.com, DealerOn, DealerInspire, etc.) are great at displaying inventory but weak at hyperlocal SEO and almost invisible to AI search. They render with JavaScript, ship inconsistent schema, have no llms.txt, and rarely produce city- or model-specific pages that rank. We sit alongside your OEM site and own the long-tail organic + AI surface they're missing.

Won't Google penalize my store for programmatic pages?

Not if each page provides genuine local value. We enforce semantic uniqueness scoring, pull real local context (ZIPs, landmarks, lenders, model trims, incentives), vary structure across pages, and add unique FAQs, schema, and entity references. Output reads as helpful local content — not thin doorway pages. We also ramp publishing on a Crawl → Walk → Run schedule so Google trust grows alongside coverage.

How does the Crawl → Walk → Run publishing ramp work?

Dumping thousands of pages on day one is how dealer sites get delisted. Instead, every rooftop ramps in phases: Crawl (days 1–14) publishes up to 30 pages per day, Walk (days 15–42) ramps to 75 per day, Run (day 43+) stabilizes at 150 per day. A 10,000-page blueprint rolls out safely over ~10 weeks at Run pace, preserving domain trust and indexation rates.

What is GEO (Generative Engine Optimization)?

GEO is the practice of optimizing content so your dealership appears inside answers generated by AI systems — Google AI Overviews, ChatGPT Search, Perplexity, Gemini, and Claude. GEO focuses on definitional answer blocks, structured data, entity clarity, and citation-worthy formatting so LLMs extract and quote your content when shoppers ask 'best Toyota dealer near me' or 'who has the lowest F-150 lease in Dallas'.

What is AEO (Answer Engine Optimization)?

AEO structures web content so it can be quoted by answer engines and AI chatbots. It uses FAQ schema, How-To steps, concise definitions, semantic HTML, and conversational headings so machines extract a clean answer. Critical for voice search and the 60%+ of shopper queries that now end in an AI answer instead of a click.

How is GEO different from traditional SEO?

Traditional SEO optimizes for a ranked list of blue links. GEO optimizes for inclusion inside a single AI-generated answer. Traditional SEO rewards backlinks and keywords; GEO rewards entity clarity, structured data, citation-worthy phrasing, factual density, and presence in trusted training sources like Wikipedia, Wikidata, Reddit, and industry directories. We play both games.

How does this help my dealership show up in ChatGPT, Perplexity, Gemini, and Claude?

Every page is built with the structures AI engines extract: a clear definitional answer block, FAQ schema, How-To steps, AutoDealer + LocalBusiness JSON-LD, Speakable markup, an llms.txt file, a press kit, and dense topical coverage. We also surface citation opportunities from the directories LLMs trust most — Wikidata, Google Business Profile, Bing Places, Yelp, Cars.com, AutoTrader, BBB, Reddit, and automotive industry sources.

Why are most dealership websites invisible to AI?

Most dealer sites are invisible to AI because content is locked inside JavaScript components, lacks schema markup, has no llms.txt, uses vague brand names that confuse LLMs, and answers no specific shopper questions in extractable form. LLMs cannot quote a page they cannot parse. We fix this by emitting clean SSR HTML, full schema graphs, and answer-first paragraphs on every page.

How fast do pages get indexed?

Roughly 94% of our pages get indexed in Google within 30 days. Every page ships on a global CDN with sub-2-second TTFB, server-rendered HTML, structured data, and an IndexNow ping to Bing and Yandex. Pages are added to sitemap.xml automatically and surfaced in llms.txt for AI crawlers.

How many landing pages can a rooftop generate?

No hard cap. Multi-rooftop groups regularly generate 5,000 to 25,000+ pages across model, trim, city, ZIP, and intent combinations. Generation is uncapped; publishing is paced by the Crawl → Walk → Run safety ramp.

Does this work for multi-rooftop dealer groups?

Yes. Auto groups with multiple rooftops, brands, or franchise locations get per-rooftop blueprints, per-rooftop schema, per-rooftop analytics, and per-rooftop AI visibility scoring — all under one workspace. Group-level reporting rolls every rooftop into one dashboard.

Does this replace my SEO agency?

For most rooftops, yes. We do market research, strategy, content production, on-page SEO, technical SEO (schema, llms.txt, sitemaps, IndexNow), AI citation tracking, and continuous rewrites — the work agencies bill 4–6 figures per month for. Most dealers keep an agency only for paid media after switching.

Will this conflict with my OEM brand guidelines?

No. The Compliance Agent reviews every page against OEM brand guidance, FTC dealer-advertising rules, and your internal brand voice before it publishes. Banned terms, claims, and pricing patterns are blocked at generation time — not flagged after the fact.

Do you help with voice search and AI assistants?

Yes. Every page includes Speakable schema, conversational headings, and concise question-answer pairs so Google Assistant, Siri, Alexa, and AI chatbots can read answers out loud. Voice shopper queries ('Hey Google, who has the lowest F-150 lease near me') are long-tail and conversational — the exact format our content is built for.

Own every local answer — in Google and AI.

Book a 30-minute demo. We'll walk your market, show your AI visibility score, and map the path to authority.

Invite-only. World-class authority in 30 days.