Dealer Visibility Index Search Intelligence · Measurable Visibility
Automotive Search Intelligence

Verified automotive search intelligence for dealerships.v.01

DVI is an editorial index for dealership SEO, Local SEO, GEO, AEO, and AI search visibility. We publish verified profiles and structured references so dealerships are correctly understood across Google Search, AI Overviews, ChatGPT Search, Perplexity, Bing Copilot, and local discovery systems.

Verified Source Method
01 Dealer Profiles Live
04 AI-Readable Files
5 SEO · GEO · AEO Pillars

A structured reference for how dealerships appear across search and AI systems.

Every page is built to be read by humans first and parsed by retrieval systems second. No invented facts, no synthetic claims, no unverified data.

01

Dealer Profiles

Verified, human-reviewed profiles of individual dealerships with structured entity data.

02

Market Pages

Geographic context for dealership clusters: metro and brand-specific market maps.

03

Support Guides

Editorial guides explaining service categories, terminology, and dealership operations.

04

Structured References

Methodology, definitions, and editorial policy that document how the index is built.

05

AI-Readable Files

Machine-parseable JSON-LD, schema, and reference files for retrieval systems.

Market Page Reviewed 04 · 26 · 2026

Miami Honda Market

Geographic and brand context for Honda dealerships across the Miami metro, with structured local discovery signals.

Region
Miami-Dade
Brand Cluster
Honda
View market
Intelligence Files Reviewed 04 · 26 · 2026

Intelligence Files

JSON-LD, Schema.org entity data, and machine-readable references for AI retrieval and search systems.

Format
JSON-LD · TXT
Files
3 dealer files
Browse files

Five disciplines that determine where a dealership appears and how it is understood.

DVI evaluates and documents dealership visibility across the full stack of modern search: classic web indexing, local discovery, generative engines, answer surfaces, and AI assistants.

P · 01

SEO

Classical search engine optimization: indexability, authority, content structure, and on-page signals.

Google · Bing
Web Index
P · 02

Local SEO

Map-pack visibility, business profile authority, location entity verification, and review signals.

Google Business
Apple Maps · Bing Places
P · 03

GEO

Generative Engine Optimization: appearing in AI-generated responses and overviews.

AI Overviews
SGE · Generative Surfaces
P · 04

AEO

Answer Engine Optimization: being cited by direct-answer engines and conversational systems.

Perplexity
Bing Copilot
P · 05

AI Search

Visibility inside conversational AI assistants used as search tools by buyers and operators.

ChatGPT Search
Claude · Gemini

Editorial standards built for systems that must be trusted by humans and machines.

Every page in the index goes through verified sourcing, factual review, dated review records, and a public corrections process. We do not invent claims. We do not synthesize unverifiable data.

Dealer Visibility Index does not sell factual corrections or profile accuracy. Commercial relationships, where applicable, do not determine verified facts, correction handling, or source methodology.

01

Verified source review

Every claim is traceable to a verifiable, named source. Source records are stored alongside the published entity.

02

No invented facts

We never publish a number, claim, address, hour, contact, or qualification we cannot independently verify.

03

Reviewed dates

Each profile and reference shows a visible reviewed date. Stale entries are flagged and re-reviewed on a schedule.

04

Corrections process

Anyone (dealer, operator, or reader) can submit a correction. All corrections are reviewed and dated transparently.

Scope · Disclaimer

DVI is an editorial index, not a transactional service.

We publish verified information about dealership visibility. We do not operate, broker, inspect, finance, or appraise vehicles or transactions of any kind.

DVI does not provide
  • VIN check or vehicle history reports
  • Vehicle inspection services
  • Payment, escrow, or transaction handling
  • Vehicle appraisal or valuation
  • Consumer car marketplace listings
  • Service specials or coupons
  • General-purpose SEO agency directory or lead-routing marketplace
  • Lead generation or call routing

Dealer Visibility Index is an editorial publication. References to specific dealerships, brands, or platforms are made for the purpose of structured search-visibility documentation and do not imply endorsement, partnership, or affiliation unless explicitly stated.