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Auto Oem Brands

Adventure Crossover Shopper

Dominant · Search Engine Appearances ρ=-0.739

An active-lifestyle buyer looking at crossovers and SUVs that handle camping weekends, mountain roads, and bikes or kayaks while staying livable in the city. All-wheel drive, cargo flexibility, roof racks, ground clearance, and road-trip efficiency matter; authentic adventure positioning helps but has to be backed by substance.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
88Domains Tracked
12.0MReddit Posts
34KWikipedia Articles
15.7MOpen Web Matches
Adventure Crossover Shopper_persona.report
DomainScore
subaru.com
204.2
toyota.com
72.7
honda.com
33.3
ford.com
22.9
jeep.com
22.7
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Segment Signals

Signal correlations: Adventure Crossover Shopper

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
Search Engine Appearances-0.73954.6%7Dominant
Domain PageRank+0.57032.5%81Dominant
Common Crawl+0.55230.5%76Dominant
PageRank History+0.52527.5%82Dominant
Harmonic Centrality History+0.52127.2%82Dominant
Domain Harmonic Centrality+0.51426.4%81Dominant
Domain Backlinks+0.47822.9%77Dominant
SE Outbound Links+0.46421.5%66Dominant
Host PageRank+0.45020.3%82Dominant
Reddit Posts+0.37714.2%72Dominant
Host Backlinks+0.37414%74Dominant
Host Harmonic Centrality+0.37213.9%82Dominant
Homepage Keywords+0.34311.8%40Dominant
Wikidata+0.33611.3%49Dominant
Reddit Comments+0.33311.1%77Dominant
Wikipedia Citations+0.2667.1%70Strong
Avg Search Engine Rank+0.0360.1%7Baseline
Best Search Engine Rank-0.0180%7Baseline
Domains

Tracked domains

The 88 domains behind the "domains tracked" stat for Adventure Crossover Shopper: 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
subaru.com204.21213896
toyota.com72.71214496
honda.com33.31204196
ford.com22.91164796
jeep.com22.71173596
mazdausa.com16.3843096
hyundaiusa.com9.0774697
kia.com8.3984496
volkswagen.com3.5573396
nissanusa.com3.2354696
mazda.com3.2343196
volvocars.com2.9454396
edmunds.com2.8194496
mitsubishicars.com1.8222896
hyundai.com1.6324396
caranddriver.com1.3194897
kbb.com1.3124997
cars.com1.1134396
cars.usnews.com1.1300
landroverusa.com0.992895
motortrend.com0.8164296
chevrolet.com0.8213996
gmc.com0.793496
usnews.com0.715697
landrover.com0.6143396
vw.com0.583596
cargurus.com0.533596
tirerack.com0.413296
outdoorlife.com0.413396
bmwusa.com0.363796
jdpower.com0.354596
thecarconnection.com0.232495
kiacars.com0.22093
rivian.com0.284096
consumerreports.org0.295197
autoblog.com0.274196
autotrader.com0.283596
roadandtrack.com0.163395
volvo.com0.132895
iseecars.com0.112796
outwardbound.com0.12195
iseecar.com0.1100
kelleybluebook.com0.12294
outdoorsy.com0.123896
porsche.com0.114696
kiasobki.com0.1100
tflcar.com0.141495
reddit.com0.0300
ih8mud.com0.011595
subaru.com.au0.021795
thedrive.com0.033996
4wdtalk.com0.01795
subaruoutback.org0.01795
tfltruck.com0.021495
trustpilot.com0.016897
thesubaruforums.com0.01095
kianewscenter.com0.011995
audiusa.com0.023596
suzuki.com0.011996
mitsubishi-motors.com0.022896
subaruforums.com0.01093
expeditionportal.com0.012096
thetruthaboutcars.com0.022495
scout.com0.012596
overlandbound.com0.01895
outlanderphev.com0.0100
torquenews.com0.012695
carsguide.com.au0.012495
mitsubishimotors.com0.01195
jalopnik.com0.013896
subarfamily.com0.0100
lexus.com0.013396
outdoorgearlab.com0.012796
youtube.com0.0100
thefastlane.com0.01093
outbackadventures.com0.01395
kialtd.com0.01093
fourwheeler.com0.011795
trail4runner.com0.011095
forums.subaru.com0.0100
topgear.com0.013495
tacticaloutdoors.com0.0131
wow.com0.011695
awdtrucks.com0.01093
theautopian.com0.012295
revzilla.com0.012696
iihs.org0.014096
carfax.com0.014696
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.