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Auto Oem Brands

Growing Family Driver

Open Web Presence
Dominant · Best Search Engine Rank ρ=0.539

AI recommendation signal analysis across 107 domains for the Growing Family Driver persona in Auto Oem Brands.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
107Domains Tracked
17.0MReddit Posts
41KWikipedia Articles
18.6MOpen Web Matches
Growing Family Driver_persona.report
DomainScore
carfax.com
100.0
edmunds.com
90.8
toyota.com
88.8
nissanusa.com
88.1
ford.com
87.8
Domains rankedn = 25
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Measure open-web share of voice

The widest lens in this report: billions of web pages checked for places where this segment's topics and brands appear together. Domains with high co-occurrence are the ones the open web already associates with this market, the same association LLMs absorb in training.

How It's Calculated

Where the numbers come from

We scan seven full web crawls (roughly monthly, December 2025 through June 2026, about two billion pages each) for pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the count of distinct publishing websites is a close estimate, so it is presented as approximate.

Overview

What's on this page

Segment-level totals, a top-domains-by-co-occurrence chart, and the full domain table.

Segment Totals

Open web presence at a glance

How much of the open web connects Growing Family Driver's brands with its topics: pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the publishing-website count is a close estimate.

18.6M
Topic Co-occurrences
47.0M
Topic Phrase Matches
111
Brand Domains Seen
About 752K
Publishing Websites
Open Web Data

Top domains by open-web presence

The brand domains the open web most often links in the same places it discusses Growing Family Driver's topics. Topic Co-occurrences requires the segment's own vocabulary on the page; Total Appearances counts the domain alongside any tracked phrase; Blended merges the two on a log scale (co-occurrence weighted higher, 0 to 100). The table follows the selected view.

DomainBlendedTopic Co-occurrencesTotal Appearances
carfax.com100.07,342,70157,314,309
edmunds.com90.81,658,10511,652,056
toyota.com88.81,167,5178,703,292
nissanusa.com88.11,123,8186,790,185
ford.com87.8941,1127,970,692
kia.com87.3978,5356,082,620
fueleconomy.gov87.1872,3526,632,542
nhtsa.gov86.0638,1067,083,244
forbes.com84.7147,81446,266,864
safercar.gov84.2572,5963,809,970
kbb.com84.1524,4424,159,830
honda.com82.1407,9002,555,901
chevrolet.com82.0368,4582,987,026
apnews.com77.348,24411,125,117
usatoday.com76.949,2179,195,139
iihs.org76.8133,6181,604,769
consumerreports.org76.794,7572,773,407
jdpower.com76.488,0412,678,788
caranddriver.com76.2134,7111,233,394
lexus.com74.5104,594864,890
cars.com74.299,273825,769
gmc.com73.082,595681,204
carbuyer.co.uk72.476,475580,421
motortrend.com72.469,772667,634
vw.com71.968,900552,963
usnews.com71.821,8253,779,300
chrysler.com71.160,034501,142
hyundaiusa.com70.858,065444,527
cars.usnews.com69.848,137400,470
buick.com69.547,918351,739
jeep.com69.343,525372,607
autotrader.com69.228,592729,632
mazdausa.com68.443,263253,106
hyundai.com68.233,540368,334
nasdaq.com66.98,5971,996,066
autoblog.com66.524,488283,754
truecar.com66.116,198490,230
cargurus.com65.825,922190,139
subaru.com65.423,972186,285
jalopnik.com65.215,614344,603
repairpal.com64.718,154217,825
volvocars.com64.414,905260,668
motor1.com64.317,291193,340
thedrive.com64.313,656290,123
hondanews.com64.019,737137,191
familyhandyman.com63.66,387770,200
bmw.com62.18,841229,298
carbuzz.com61.311,454104,249
iseecars.com61.212,81280,918
media.stellantisnorthamerica.com61.28,628156,250
parents.com61.24,425490,235
tomsguide.com61.23,533721,456
carmax.com61.010,714101,502
roadandtrack.com60.88,946123,416
carcomplaints.com60.09,74175,108
thetruthaboutcars.com59.99,60475,252
topspeed.com59.67,82993,046
caredge.com59.28,28569,811
carwow.co.uk58.66,73474,707
thecarconnection.com58.47,89352,946
kiamedia.com57.87,26145,653
carsdirect.com57.65,41570,401
cartalk.com57.63,255168,547
mazda.com57.44,50685,694
howtogeek.com56.31,327423,452
autobytel.com56.26,01431,889
kansascity.com56.21,217469,821
cbtnews.com55.93,92956,100
hyundainews.com55.84,43442,867
carsforsale.com54.93,75038,301
autos.yahoo.com54.62,76357,557
whichcar.com.au54.43,51035,168
volvo.com52.72,43230,842
tflcar.com52.21,67644,804
volkswagen.com51.01,68126,764
safecar.gov50.01,75915,586
hybridcars.com49.31,28519,577
indyautoman.com49.11,64811,592
kianewscenter.com48.91,26817,080
kiausa.com48.61,49111,295
volvoce.com48.261641,177
agirlsguidetocars.com47.01,2187,653
truedelta.com45.357313,006
motorweek.org45.17637,361
carbuyingtips.com43.56414,687
carvira.com43.424523,343
nissan.com41.53515,332
motosport.com40.414714,683
thecarmomofficial.com39.43651,947
carconfections.com37.52211,946
mazdausamedia.com33.8132902
famvin.com33.61724,135
kelleybluebook.com32.0721,118
overstockvehicles.com29.866477
kelleybluebok.com27.939487
visionnissancanandaigua.com27.355215
kennyrosssubaru.com26.532368
iiihs.org25.8101,740
autosavant.com24.515520
newestcarsusa.com23.716329
tpautorepair.net22.318142
kiatelluride.org21.615141
local.newsbreak.com19.912,193
familycarguide.com19.51188
sienna.com19.34368
allyautogroup.com14.5442
kelleyblueebook.com13.9276
jdpowers.com13.1253
tacoma.com9.2059
parentingmagazine.com6.6018
hyundaipalisade.com6.214
111 domainsAll results shown