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Used Car Dealers

Neutral

Dominant · SE Outbound Links ρ=0.693

The unsegmented baseline for this industry: a buyer who simply wants trustworthy recommendations for the leading used car dealers, with no specialized use case attached. Read this view as the general-intent demand every dealer competes for by default.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
53Domains Tracked
9.1MReddit Posts
19KWikipedia Articles
5.2MOpen Web Matches
Neutral_persona.report
DomainScore
carmax.com
156.5
carvana.com
72.8
autotrader.com
72.1
cars.com
37.9
cargurus.com
29.3
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Segment Signals

Signal correlations: Neutral

Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern below.

Signalρ (Spearman)nRank Influence
SE Outbound Links+0.69348%37Dominant
Common Crawl+0.63039.7%45Dominant
Reddit Posts+0.63039.6%44Dominant
Reddit Comments+0.60036%46Dominant
Search Engine Appearances+0.59835.7%11Dominant
Best Search Engine Rank+0.59735.7%11Dominant
Domain PageRank+0.50825.8%51Dominant
PageRank History+0.50425.4%51Dominant
Host PageRank+0.41717.4%51Dominant
Host Harmonic Centrality+0.40916.7%51Dominant
Domain Backlinks+0.39915.9%47Dominant
Domain Harmonic Centrality+0.39515.6%51Dominant
Harmonic Centrality History+0.36413.3%51Dominant
Host Backlinks+0.34712%46Dominant
Wikipedia Citations+0.32710.7%37Dominant
Avg Search Engine Rank+0.2476.1%11Strong
Wikidata+0.2385.6%32Strong
Homepage Keywords+0.1702.9%23Confirmed
Domains

Tracked domains

The 53 domains behind the "domains tracked" stat for Neutral: every domain the LLM recommendation runs surfaced for this persona's queries, ranked by the same influence-weighted recommendation score the LLM Search Visibility report uses. Appearances counts how many times models recommended the domain across all runs. PageRank and Harmonic Centrality are the domain's current 0-100 authority in the Common Crawl web graph; 0 means the domain was not found in the graph. Click a domain name for its full site profile: authority history, backlink counts, and top backlink sources.

DomainLLM ScoreAppearancesPageRankHarmonic Centrality
carmax.com156.51303396
carvana.com72.81243296
autotrader.com72.11353596
cars.com37.91344396
cargurus.com29.31293596
truecar.com13.11223896
edmunds.com10.31144496
vroom.com6.3982095
autonation.com5.0432695
carfax.com4.5444696
driveway.com1.9201996
kbb.com1.6354997
enterprise.com1.5103796
shift.com1.3382895
enterprisecarsales.com1.2162295
autotempest.com1.0131896
carsdirect.com1.0152996
echopark.com0.872195
facebook.com0.71300
autolist.com0.6142196
craigslist.org0.5105097
carshop.com0.57795
hertzcarsales.com0.4101895
bringatrailer.com0.492895
carsandbids.com0.3111895
iseecars.com0.322796
hemmings.com0.232995
carsforsale.com0.254696
carsguru.com0.11094
drivetime.com0.111895
manheim.com0.142896
enterpriseautosales.com0.1200
copart.com0.122895
kelleybluebook.com0.02294
iaai.com0.012896
carmudi.com0.02095
openlisting.com0.01095
carousell.com0.013896
autoauction.io0.01093
autotrader.ca0.022795
edydeal.com0.01093
autos.craigslist.org0.0100
carshield.com0.012096
carmaxauto.com0.01093
autohero.com0.011996
driveautox.com0.01694
carmaxautofinance.com0.01093
carcity.com0.01595
autobuy.com0.0100
carsoup.com0.011695
car-part.com0.013796
autobytel.com0.012096
autoblog.com0.014196
Report Types

Explore reports

LLM vs Fanout vs AI Search vs Organic

Pick a model per channel and compare recommendation patterns across LLM, fanout, AI Search, and organic results side by side.

LLM Search Visibility

How this industry performs across the large language models sampled in this report.

LLM Search+Fanout Visibility

The same LLM recommendation ranking, scoped to just the web-search-augmented (fanout) runs.

LLM Fanout Queries

The exact web searches each LLM ran while answering this segment's questions, with overlap across models.

AI Search Visibility

AI-powered search surfaces sit between traditional search and pure LLM chat.

Organic Search Visibility

Backlink authority and on-page signals that drive traditional organic visibility.

Bing Search Advertisers

Top and bottom advertisers on Bing (Google has no ads in this data), ranked by rank-weighted score.

Organic Search: Suggested Terms

Suggested search terms from Google and Bing, ranked by rank-weighted score.

Forum Search

Domains appearing in Google forum results for this segment's queries, by rank-weighted score and appearances.

News Search

Domains appearing in Google news results for this segment's queries, by rank-weighted score and appearances.

Video Search

Domains appearing in Google video results for this segment's queries, by rank-weighted score and appearances.

Short Video Search

Domains appearing in Google short-video results for this segment's queries, by rank-weighted score and appearances.

Top Wikipedia Pages

The Wikipedia articles where this segment's topics and brands appear, plus articles with zero brand presence.

Knowledge Graph Entities

The Wikidata entities matching this segment's topics and brands, and which brands have no entity at all.

Top Subreddits

The communities where this segment's topics and brands get discussed, ranked by submissions and comments.

Reddit Activity Trends

Monthly Reddit activity for this segment's topics and brands, from 2005 through mid-2026.

Top Domains on Reddit

The websites Reddit links to and mentions alongside this segment's topics, in comments and submissions.

Open Web Presence

Domains appearing together with this segment's topics across billions of crawled web pages.

Top Backlink Sources

The websites linking to the most tracked domains in this segment, from the web link graph.

Content Phrases

Top phrases LLMs associate with this industry or persona, ranked by recommendation strength.

Persona SEO Keywords

Top SEO keyword terms LLMs associate with this persona, ranked by recommendation strength.

Base Terms

Foundational search terms LLMs associate with this persona, ranked by recommendation strength.

UGC Questions & FAQs

Questions people are asking, mined from forum, news, and video result titles, with the URLs each question appears on.

Research: Award Submissions

Domains ranking for this persona's award submissions queries.

Research: Blogs, Publishers, Newsletters

Domains ranking for this persona's blogs, publishers, newsletters queries.

Research: Certifications

Domains ranking for this persona's certifications queries.

Research: Conferences, Trade Shows

Domains ranking for this persona's conferences, trade shows queries.

Research: Courses, Training

Domains ranking for this persona's courses, training queries.

Research: Donors, Sponsors, Partnerships

Domains ranking for this persona's donors, sponsors, partnerships queries.

Research: Experts

Domains ranking for this persona's experts queries.

Research: Forums, Message Boards

Domains ranking for this persona's forums, message boards queries.

Research: Glossaries

Domains ranking for this persona's glossaries queries.

Research: Guest Posts

Domains ranking for this persona's guest posts queries.

Research: Guides, Best Practices

Domains ranking for this persona's guides, best practices queries.

Research: Link Directories

Domains ranking for this persona's link directories queries.

Research: Non-profits

Domains ranking for this persona's non-profits queries.

Research: Podcast Guests

Domains ranking for this persona's podcast guests queries.

Research: Professional Orgs

Domains ranking for this persona's professional orgs queries.

Research: Reports, Stats, Research

Domains ranking for this persona's reports, stats, research queries.

Research: Speaker Proposals

Domains ranking for this persona's speaker proposals queries.

Research: Suggested Links

Domains ranking for this persona's suggested links queries.

Research: Tools

Domains ranking for this persona's tools queries.

Research: Top, Best Companies

Domains ranking for this persona's top, best companies queries.

Research: Trade Journals

Domains ranking for this persona's trade journals queries.