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Industry Report

Used Car Dealers

Knowledge Graph Entities
Dominant · Search Engine Appearances ρ=0.389

AI recommendation signal analysis across 984 domains and 11 buyer personas in Used Car Dealers, led by carmax.com as the most LLM-recommended domain.

984Domains Tracked
11Buyer Personas
55.3MReddit Posts
158KWikipedia Articles
58.6MOpen Web Matches
knowledge_graph_entities.report
EntityScore
Porsche
91.0
Tesla
81.4
Tesla Cybertruck
59.2
This is a shortened preview of the Used Car Dealers report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

Check your knowledge-graph footprint

Wikidata is the structured knowledge graph behind Wikipedia, search engines, and many AI systems. If the graph does not know a brand, machines have less to anchor an answer on. See which entities carry this segment's topics and brands, and whether its top domains have an entity at all.

How It's Calculated

Where the numbers come from

We scan every Wikidata entity record (labels, descriptions, property values) for this segment's topic phrases and brand hostnames. Entity records are short structured data, so counts run far smaller than article text. Coverage checks which entities claim each domain as an official website.

Overview

What's on this page

Top-entity charts, the full entity table, and a knowledge-graph coverage check for this segment's most LLM-recommended domains.

Segment Totals

Knowledge graph at a glance

How much of the Wikidata knowledge graph touches Used Car Dealers across all personas. Entity records are short structured data (labels, descriptions, property values), so these counts run far smaller than Wikipedia article text; what matters is which entities show up, not raw volume.

24K
Entities With Topic Matches
689
Entities Mentioning Brands
24K
Topic Phrase Matches
917
Brand Mentions
Top Domains

Knowledge graph coverage

Whether a Wikidata entity claims each of this segment's most LLM-recommended domains as its official website. A brand without an entity is invisible to systems that navigate the web through the knowledge graph.

3 of 3 top domains for Used Car Dealers have a knowledge-graph entity.

Wikidata

Top knowledge-graph entities

The entity records where Used Car Dealers's brands and topics appear, aggregated across all personas. Brand Mentions is the more reliable single ranking here; broadly used phrases can surface large unrelated entities in the topic view. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and entity names link to the record; entities with no label show their Wikidata ID. The table follows the selected view.


EntityBlendedBrand MentionsTopic Matches
Mitsubishi Eclipse9.001
Commer9.001
Karrier9.001