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WEB + INVENTORY/AI & SEARCH VISIBILITYWEB

Get found in Google.
Get cited by AI.

Modern search runs on three engines — SEO to get found, AEO to be the answer, GEO to get cited inside AI. STEALTH covers all three, so your dealership shows up in Google, in the local pack, and inside ChatGPT, Perplexity, Gemini and Google AI Mode.

The five pillars

Everything modern search visibility takes

Not a checklist of tactics — a connected program. Each pillar reinforces the next, so your dealership shows up across every search surface at once.

1

Search Infrastructure

The technical foundation that makes your site fast, crawlable, and understood by search engines and AI.

  • Server-side rendering & clean URLs
  • Server-rendered inventory & entity schema
  • Search Intent Architecture
  • Core Web Vitals & indexation monitoring
2

AI Search Visibility (AEO / GEO)

Getting found, cited, and recommended inside AI answers — ChatGPT, Perplexity, Gemini, Google AI Mode and Copilot.

  • AI-ready & entity schema
  • AI crawler access & llms.txt map
  • Prompt research — real questions buyers type
  • AI citation & visibility tracking
3

Content & Authority

The pages and content that earn rankings, answer real buyer questions, and build the trust AI engines look for.

  • Quarterly keyword & prompt research
  • Answer-first Q&A + blog content
  • Comparison & decision pages
  • On-page optimization & E-E-A-T authority
4

Local Market Authority

Owning the map, the local pack and “near me” — where high-intent buyers actually search.

  • Google Business Profile management
  • Reviews & reputation
  • Listings / NAP consistency
  • Location & nearby-city pages
5

Performance Intelligence

Proving it is working — reporting, AI-visibility dashboards, competitive insight, and strategy.

  • GA4 & Search Console reporting
  • AI-visibility dashboards & share of voice
  • Quarterly competitive analysis
  • Monthly strategy call & living roadmap

Always-on + as-needed

Some work shouldn’t run on a schedule — doing it when it isn’t needed is just invoice padding. It’s covered by your plan and deployed the moment the trigger appears, and every fire is named in your monthly report.

  • Redirect mapping on a migration
  • Core Web Vitals remediation
  • New intent & comparison pages
  • llms.txt & schema rebuilds
AI search visibility · AEO / GEO

Be the answer, not just a result

When a buyer asks an AI which dealer to trust, the answer is built from sources it can recognize and read. We make your dealership one of them.

ChatGPTPerplexityGeminiGoogle AI ModeCopilot
Entity schema & @graphA single cross-linked entity graph so AI engines recognize your dealership as a defined, trusted business — not an isolated block of markup.
AI crawler access + llms.txtPermit the AI assistants and agents that matter, and hand them an llms.txt map of your site so they can read and cite it accurately.
Prompt researchThe actual questions buyers type into AI about a fifth wheel, a pontoon boat or a side-by-side — feeding the content plan directly.
Answer-first contentEvery key answer written to be extracted whole: a complete first sentence, 40–60 words, dense with real brands, models and numbers.
Machine-readable specsInventory specs marked up in structured units so AI engines can answer real questions about length, weight, tow rating and price.
AI citation trackingA dashboard of how often you are cited across the major AI engines, and your share of voice versus local competitors.

See how often AI already recommends your competitors.

We’ll run your dealership against the major AI engines and show you the gap.

Search Intent Architecture

A controlled hierarchy — not thousands of thin pages

Our proprietary framework builds two layers of indexable pages around how buyers actually shop — a clean inventory taxonomy plus curated shopper-intent pages — instead of turning every filter into a thin, low-value URL.

Inventory Taxonomy

Condition › Type › Brand › Model

Broad, repeatable inventory pages that get clean, indexable URLs — /rvs-for-sale/new/travel-trailers/forest-river/.

Shopper-Intent Architecture

Features › Needs › Use Cases › Budget › Lifestyle

Curated intent pages for how people actually shop — /bunkhouse-rvs, /family-pontoon-boats, /utvs-for-hunting, /rvs-under-30000.

Structured data & schema

Schema built for how AI reads the web now

Every page is server-rendered, so Google and AI crawlers read your inventory and your business from the raw HTML — not after JavaScript runs.

One site-wide entity graphOrganization, every rooftop LocalBusiness, WebSite and BreadcrumbList delivered as one @graph with @id cross-linking — the single thing most dealer sites get wrong.
Per-unit inventory schemaEvery unit marked up with the right type and specs for its vertical — Vehicle, Car, Motorcycle or Product — with VIN, specs and images as structured objects.
Built for AI, Bing & voiceSince Google retired Vehicle and FAQ rich results, schema’s real value is entity recognition and AI extraction. We markup for where it still pays off.
Pricing in schema

The price AI reads is the price you set

Every unit’s Offer is marked up with price, currency, availability and a priceValidUntil date — server-rendered on the page. So when a shopper asks Google AI Mode or ChatGPT “how much is this?”, the answer comes from your current, structured price — not a stale cache or a third-party listing that undercuts you.

"offers": {
"@type": "Offer",
"price": "48,995",
"priceCurrency": "USD",
"availability": "InStock",
"priceValidUntil": "2026-12-31"
}
FREQUENTLY ASKED QUESTIONS

SEO, AEO & GEO Questions

SEO gets you found in search results, AEO (Answer Engine Optimization) makes you the direct answer in snippets and voice, and GEO (Generative Engine Optimization) gets you cited inside AI answers like ChatGPT and Google AI Mode. STEALTH covers all three in one program.
AI engines cite businesses they can recognize and read. STEALTH builds a cross-linked entity schema graph, opens AI crawler access with an llms.txt map, and publishes answer-first content dense with real models, specs and cities — the signals ChatGPT, Perplexity, Gemini and Copilot use to cite a source.
llms.txt is a plain-text map that tells AI assistants and agents which pages on your site matter and how to read them. STEALTH configures and maintains it so AI engines index your inventory and answer pages accurately — and rebuilds it whenever your content or URLs change.
Yes. Google retired Vehicle Listing (Sep 2025) and FAQ rich results (May 2026), but schema is now how AI engines, Bing and voice assistants recognize your dealership and read your inventory. STEALTH ships a server-rendered entity graph and per-unit schema built for that recognition.
Search Intent Architecture is Coast’s framework for a controlled hierarchy of pages — an inventory taxonomy (condition, type, brand, model) plus curated shopper-intent pages like bunkhouse RVs, family pontoons and UTVs for hunting. It maps your site to how buyers actually shop instead of turning every filter into a thin URL.
They will when your pricing is structured. STEALTH marks up every unit’s Offer with price, currency, availability and a priceValidUntil date, server-rendered on the page — so when a shopper asks ChatGPT or Google AI Mode “how much is this,” the answer is your live price, not a stale cache or a third-party listing.
Technical and schema fixes register with search and AI crawlers within weeks; content, authority and local ranking gains compound over three to six months. AI-visibility dashboards show citation share early, so you can see momentum before rankings fully mature.
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