Buy NowFull report access from $374. Launch discount until 9pm Pacific, July 31
oppalerts.com →
Auto Oem Brands

Truck Work Buyer

Dominant · Wikidata ρ=0.480

A buyer whose truck has to earn its keep: towing, hauling, jobsite duty, and long-term durability. Payload and tow ratings, bed utility, drivetrain options, total ownership cost, and a service network that keeps them working drive the decision.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
118Domains Tracked
6.6MReddit Posts
32KWikipedia Articles
10.0MOpen Web Matches
Truck Work Buyer_persona.report
DomainScore
ford.com
202.0
chevrolet.com
61.1
toyota.com
37.2
ramtrucks.com
33.2
gmc.com
25.9
You are viewing the free preview of the Auto Oem Brands report

Everything on this page is open: the full signal correlations and every tracked domain. Inside the individual reports, most tables and charts show only the top few results. The complete report unlocks every row, chart, and download for this industry.

Get the full Auto Oem Brands report
Segment Signals

Signal correlations: Truck Work Buyer

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
Wikidata+0.48023%43Dominant
Common Crawl+0.46721.8%91Dominant
Search Engine Appearances+0.41217%6Dominant
Reddit Comments+0.39315.5%90Dominant
Domain Harmonic Centrality+0.35112.3%101Dominant
SE Outbound Links+0.3099.5%69Dominant
Domain PageRank+0.2938.6%101Strong
PageRank History+0.2898.4%103Strong
Host Backlinks+0.2757.6%90Strong
Reddit Posts+0.2747.5%82Strong
Harmonic Centrality History+0.2717.3%103Strong
Host Harmonic Centrality+0.2636.9%102Strong
Host PageRank+0.2466%102Strong
Wikipedia Citations+0.2325.4%74Strong
Domain Backlinks+0.2305.3%99Strong
Avg Search Engine Rank+0.2034.1%6Strong
Best Search Engine Rank+0.1773.1%6Confirmed
Homepage Keywords+0.0350.1%36Baseline
Domains

Tracked domains

The 118 domains behind the "domains tracked" stat for Truck Work Buyer: 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
ford.com202.01254796
chevrolet.com61.11243996
toyota.com37.21244496
ramtrucks.com33.21033295
gmc.com25.91243496
nissanusa.com13.21064696
honda.com7.3694196
jeep.com7.1733596
ram.com6.5222295
rivian.com2.5304096
isuzu.com2.5301796
mitsubishicars.com1.9222896
edmunds.com1.8234496
caranddriver.com1.5254897
gmcenreach.com1.0100
kbb.com1.0204997
mitsubishi-motors.com0.9132896
f150forum.com0.851095
cars.com0.7154396
isuzuvehicles.com0.75094
isuzucv.com0.6111896
pickuptrucks.com0.671095
consumerreports.org0.695197
hino.com0.6131996
hyundaiusa.com0.6114697
nissan.com0.5111895
motortrend.com0.4134296
chrysler.com0.433395
tesla.com0.434997
fordpro.com0.412395
fuso.com0.39295
autotrader.com0.3143596
isuzucommercialtruck.com0.3200
cargurus.com0.323596
trucktrend.com0.3121495
kenworth.com0.392596
fueleconomy.gov0.324096
f150trucks.com0.31093
tfltruck.com0.271495
tundratalk.com0.26095
gm.com0.214596
fcausfleet.com0.211395
jdpower.com0.254596
tundra.toyota.com0.2200
internationaltrucks.com0.221895
mitsubishi-fuso.com0.112395
ramforum.com0.12795
freightliner.com0.132495
tundra.com0.141595
rammtruck.com0.1100
rammidwest.com0.1100
hondainfo.com0.16093
worktruckonline.com0.112295
ram1500diesel.com0.141596
caredge.com0.112496
comvoy.com0.111895
f150gen14.com0.13895
nissonusa.com0.1200
trucks.com0.142295
automotive-fleet.com0.112895
gmtruckclub.com0.11695
tacoma.com0.12095
duramaxforum.com0.12595
tacomaworld.com0.131695
cars.usnews.com0.1200
thedrive.com0.023996
thefastlanetruck.com0.03093
frontier.com0.013996
mitsubishifuso.com0.02094
titan.nissanusa.com0.0100
nisson.com0.01093
powerstroke.org0.01495
duramax.com0.01693
tacotunes.com0.01095
hendrickisuzu.com0.01095
hedmunds.com0.01094
gmccommercial.com0.01093
tacoma.world0.0100
silverado.com0.011495
silverado.chevrolet.com0.0100
rallytops.com0.01294
cummins.com0.014396
colorado.com0.013195
titantalk.com0.011996
hondanews.com0.013096
hilux.toyota.com0.0100
chevroletcommercial.com0.0100
cumminsforum.com0.011195
hyundai.com0.024396
truecar.com0.013896
trucktrendsonline.com0.0100
tacomatalk.com0.0100
powerstroke.com0.01093
f150.ford.com0.0100
f150.com0.0100
canyon.com0.013096
gmcfleet.com0.01793
gmccanada.ca0.011895
subaru.com0.023896
tundras.com0.01995
hondaprosales.com0.0100
worktrucksolutions.com0.012996
toyotatrucks.com0.0101
allpar.com0.012095
hondacars.com0.01495
truckinginfo.com0.013095
fordf150.com0.0100
fordauthority.com0.012395
realmidsize.com0.0100
ramcommercial.com0.01094
pickuptrucktalk.com0.01995
carsforsale.com0.014696
automobilemag.com0.012695
bmwusa.com0.013796
bmw.com0.014196
volvocars.com0.014396
truckworld.com0.011395
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.