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Auto Oem Brands

Performance Enthusiast

Dominant · Common Crawl ρ=0.609

A driver shopping for excitement: horsepower, handling balance, braking confidence, and steering feel. They read comparison tests, watch track reviews, and follow enthusiast forums, and they favor brands with motorsport credibility or a reputation for building cars that feel alive.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
140Domains Tracked
21.4MReddit Posts
73KWikipedia Articles
9.2MOpen Web Matches
Performance Enthusiast_persona.report
DomainScore
porsche.com
194.1
bmw.com
57.4
toyota.com
28.6
honda.com
17.5
bmwusa.com
14.3
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Segment Signals

Signal correlations: Performance Enthusiast

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
Common Crawl+0.60937.1%115Dominant
PageRank History+0.58734.4%128Dominant
Domain PageRank+0.58434.1%123Dominant
Harmonic Centrality History+0.54729.9%128Dominant
Domain Backlinks+0.50525.5%121Dominant
Domain Harmonic Centrality+0.46321.4%123Dominant
SE Outbound Links+0.44219.5%97Dominant
Reddit Posts+0.37714.2%111Dominant
Wikipedia Citations+0.36613.4%105Dominant
Reddit Comments+0.35312.5%115Dominant
Host PageRank+0.33511.2%128Dominant
Host Backlinks+0.3129.8%117Dominant
Search Engine Appearances+0.2636.9%10Strong
Host Harmonic Centrality+0.2486.1%128Strong
Wikidata+0.2446%67Strong
Best Search Engine Rank+0.1803.2%10Confirmed
Avg Search Engine Rank+0.1572.5%10Confirmed
Homepage Keywords-0.1011%60Confirmed
Domains

Tracked domains

The 140 domains behind the "domains tracked" stat for Performance Enthusiast: 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
porsche.com194.11004696
bmw.com57.4714196
toyota.com28.6954496
honda.com17.5884196
bmwusa.com14.3293796
ford.com13.5844796
mazda.com13.5633196
chevrolet.com11.7903996
subaru.com8.6903896
mazdausa.com7.0343096
motortrend.com6.5324296
caranddriver.com6.2354897
lotuscars.com5.6302895
hyundai.com4.3404396
roadandtrack.com3.6353395
audi.com2.6304196
alfaromeousa.com2.2122295
jalopnik.com1.7253896
cars.com1.674396
cadillac.com1.6233396
hyundaiusa.com1.5174697
motorsport.com1.423596
nissan.com1.0141895
nissanusa.com0.994696
mercedes-benz.com0.9164596
alfaromeo.com0.992596
ferrari.com0.863896
edmunds.com0.8134496
mercedes-amg.com0.812895
nissan-global.com0.883496
autoblog.com0.7174196
autoevolution.com0.713396
mclaren.com0.753496
autocar.co.uk0.5163495
hyundai-n.com0.531595
topgear.com0.4183495
autotrader.com0.473596
audiusa.com0.4103596
carmagazine.co.uk0.422695
lotustalk.com0.41795
carwow.co.uk0.342896
bimmerpost.com0.321895
evo.co.uk0.392496
hagerty.com0.333596
carsanddrivers.com0.32092
insideevs.com0.323896
carbuzz.com0.263096
mariatshelby.com0.2100
carsandbids.com0.221895
bringatrailer.com0.252895
motorauthority.com0.122795
astonmartin.com0.123295
alpinecars.com0.142596
renntech.org0.11495
rallysportdirect.com0.11795
motoiq.com0.111195
vw.com0.113596
speedhunters.com0.172495
forums.nasioc.com0.1300
mazenlausa.com0.1100
petrolicious.com0.152495
pistonheads.com0.112696
lamborghini.com0.113596
carscoops.com0.143396
genesis.com0.113195
cnet.com0.126097
gr.toyota.com0.1100
topspeed.com0.122695
miataspecs.com0.1100
thetruthaboutcars.com0.152495
drive.com.au0.123095
mercedesamg.com0.01093
iseecars.com0.012796
type-r-board.com0.0100
thedrive.com0.033996
6speedonline.com0.01995
throttlehouse.com0.01092
thesportscarforum.com0.0100
carthrottle.com0.012195
driving.ca0.023195
corvette.com0.01295
alfa-romeo.com0.01093
hotcars.com0.022595
m3forum.net0.01595
japancarenthusiast.com0.0100
enthusiastauto.com0.01595
thesupercarguy.com0.01093
donut.media0.011195
mustang6g.com0.01795
grassrootsmotorsports.com0.022195
throttlehousepodcast.com0.0100
kbb.com0.014997
autoweek.com0.013396
kia.com0.014496
bmw-motorrad.com0.012596
zero2turbo.com0.01995
trackhq.com0.01094
hellafast.com0.01093
volkswagen.com0.013396
lotus.com0.013095
goodcarguide.com0.0100
elantragt.com0.0100
theautopian.com0.022295
drive-tribe.com0.01093
hennesseyperformance.com0.011795
hiconsumption.com0.012395
clublexus.com0.011195
throtl.com0.011695
stanceworks.com0.011095
fastestlaps.com0.011395
autosport.com0.012996
forums.anandtech.com0.0100
civicx.com0.01795
spiritofspeed.com0.0100
motive.com0.012395
pelicanparts.com0.011895
ign.com0.014997
driving.co.uk0.012295
carsales.com0.01394
buildandprice.com0.01092
automobilemag.com0.012695
audizine.com0.011195
auditribe.net0.0100
reddit.com0.0100
hotrod.com0.012395
forums.nasioc.org0.0100
forum.planet-9.com0.0100
zero-to-60.com0.0100
vwvortex.com0.012296
roadtestreviews.com0.01093
gtplanet.net0.012296
forums.edmunds.com0.0100
enthusiastforums.com0.01093
trackdays.co.uk0.011195
na-motorsport.com0.0100
my350z.com0.01595
ingolstadt.com0.01093
forums.vwvortex.com0.0100
dragzine.com0.011495
cargurus.com0.013596
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.