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Credit Cards

Road Trip Driver

Open Web Presence
Dominant · Reddit Comments ρ=0.594

AI recommendation signal analysis across 111 domains for the Road Trip Driver persona in Credit Cards.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
111Domains Tracked
Road Trip Driver_persona.report
DomainScore
forbes.com
97.9
nerdwallet.com
95.3
investopedia.com
94.2
costco.com
93.3
cnbc.com
93.0
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 Road Trip 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.

3.5M
Topic Co-occurrences
47.3M
Topic Phrase Matches
133
Brand Domains Seen
About 1.2M
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 Road Trip 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
forbes.com97.9259,50846,266,864
nerdwallet.com95.3412,4065,780,353
investopedia.com94.2177,63520,140,690
costco.com93.3160,91016,426,556
cnbc.com93.0143,53718,531,668
gasbuddy.com91.5362,9511,405,908
microsoft.com90.987,32919,827,674
americanexpress.com89.1161,7362,531,903
finance.yahoo.com88.569,75511,175,233
bankrate.com88.4105,2304,499,513
cnn.com88.264,97511,160,368
experian.com87.6111,6292,829,951
usatoday.com87.662,1809,195,139
wellsfargo.com87.5119,1292,413,314
creditcards.chase.com85.281,0471,877,058
federalreserve.gov84.856,3783,344,049
chase.com84.263,1132,038,681
thepointsguy.com83.377,575898,707
creditkarma.com82.350,8081,339,688
myfico.com81.147,122926,167
fool.com81.130,6042,225,243
kiplinger.com81.042,4121,112,498
capitalone.com80.748,672731,078
consumerreports.org80.625,0812,773,407
bankofamerica.com80.333,4361,333,421
mastercard.com79.728,5481,391,298
usnews.com79.617,3033,779,300
thebalance.com79.326,9321,322,794
nationwide.com78.819,4152,117,221
discover.com78.229,544678,839
synchrony.com77.623,477817,625
money.usnews.com77.618,9111,298,291
sofi.com77.220,883891,407
lendingtree.com77.220,669907,537
valuepenguin.com76.921,620730,673
cardratings.com76.833,531283,971
files.consumerfinance.gov76.818,743930,125
nasdaq.com76.612,4581,996,066
aaa.com76.218,498741,438
citi.com75.524,382307,794
wallethub.com75.317,393554,522
usbank.com75.216,731573,352
venmo.com74.813,603730,183
qz.com74.79,6061,444,068
finder.com74.414,419552,175
comparecards.com74.216,971366,564
creditcards.com74.119,469260,828
magnifymoney.com73.815,748358,687
upgradedpoints.com73.420,181176,835
doctorofcredit.com72.418,965130,595
awardwallet.com72.218,466124,585
usaa.com71.77,732604,192
barrons.com71.35,4691,026,388
money.com71.27,453520,427
ally.com70.27,840304,707
pnc.com69.65,705450,126
moneysense.ca69.47,698216,240
navyfederal.org69.17,113225,544
onemileatatime.com68.78,671128,977
thebalancemoney.com67.23,813345,317
citigroup.com66.74,268218,893
amextravel.com66.16,64969,201
synchronybank.com66.15,74092,098
static.chasecdn.com65.76,49060,297
moneyunder30.com65.53,938153,099
media.chase.com65.04,62087,757
regions.com64.93,174183,904
uscreditcardguide.com64.76,23142,097
milevalue.com63.74,86045,291
financebuzz.com63.62,976116,771
creditsesame.com63.43,64270,517
barclaycardus.com63.34,72541,286
upgrade.com62.82,76099,090
canstar.com.au62.82,230147,619
frequentmiler.com62.64,24337,521
millionmilesecrets.com62.63,93543,390
penfed.org62.33,08061,558
creditonebank.com60.92,94836,462
10best.usatoday.com60.11,312135,675
alliantcreditunion.org59.81,87158,218
compare.com59.81,183147,017
hellofresh.com59.71,038179,540
cardbenefits.citi.com59.42,72822,180
walletflo.com59.42,69122,448
ace.aaa.com58.61,42259,283
supermoney.com57.81,25553,284
citibank.com57.31,31938,530
citicards.com57.21,99915,966
money.slickdeals.net56.91,64320,721
applications.usbank.com56.11,86011,166
tdbank.com55.71,00233,684
mybanktracker.com55.21,07423,791
acg.aaa.com54.480430,340
us.cnn.com53.241767,376
cluballiance.aaa.com52.361820,525
allworthfinancial.com51.450220,544
blacklane.com50.334627,428
bofa.com50.231631,791
exxonmobil.com49.924149,021
atob.com48.74478,087
rbfcu.org46.823812,511
advfn.com45.412226,476
firstnational.com44.93752,115
myfin.us44.02134,654
firstcard.app43.72393,185
barclaysus.com43.52852,026
abra.com42.81366,594
abem.org42.19011,517
maxrewards.com40.61801,424
canadianmoneyforum.com39.9825,248
cardright.com39.71581,244
thepointcalculator.com38.81361,162
dealspoints.com38.41201,229
cardsandpoints.com36.497791
walletgenius.com35.3412,759
pncbank.com33.6282,759
barclaycard.com31.139476
loc.edu30.796,980
moneyatlas.com29.825637
lazypoints.com28.326316
syncbank.com28.127268
headlights.com25.810655
flik.eco23.412159
rideguru.com22.15431
faroway.ai21.04392
casavvy.com20.66166
cardclassroom.com18.3659
dorizinn.com18.34118
card-savvy.com12.5225
amexcard.com10.5210
nfcu.org9.2056
clearvaluelending.com7.0021
practicalrewards.com4.406
133 domainsAll results shown