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Debt Consolidation Lenders

Neutral

Open Web Presence
Dominant · Search Engine Appearances ρ=0.514

AI recommendation signal analysis across 107 domains for the Neutral persona in Debt Consolidation Lenders.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
107Domains Tracked
9.4MReddit Posts
6,331Wikipedia Articles
1.6MOpen Web Matches
Neutral_persona.report
DomainScore
forbes.com
97.5
consumerfinance.gov
95.2
cnbc.com
93.5
nerdwallet.com
92.1
bankrate.com
91.5
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 Neutral'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.

1.6M
Topic Co-occurrences
20.5M
Topic Phrase Matches
110
Brand Domains Seen
About 629K
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 Neutral'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.com97.5151,81646,266,864
consumerfinance.gov95.2257,1345,563,940
cnbc.com93.5101,58518,531,668
nerdwallet.com92.1131,3315,780,353
bankrate.com91.5131,5264,499,513
experian.com90.3127,1462,829,951
businessinsider.com86.934,49610,093,451
wellsfargo.com84.339,3912,413,314
creditkarma.com82.838,3061,339,688
lendingtree.com82.240,674907,537
americanexpress.com81.923,6872,531,903
files.consumerfinance.gov81.434,274930,125
sofi.com81.233,016891,407
money.usnews.com80.021,7241,298,291
chase.com80.017,4462,038,681
coinmarketcap.com79.914,4232,922,753
discover.com79.124,330678,839
bankofamerica.com78.214,7731,333,421
magnifymoney.com78.126,800358,687
capitalone.com76.714,348731,078
finder.com76.114,355552,175
credible.com75.519,689215,757
consumeraffairs.com75.510,441852,383
nasdaq.com75.56,9751,996,066
usbank.com75.312,151573,352
wallethub.com75.111,690554,522
nationwide.com74.75,7752,117,221
moneymanagement.org73.914,712201,055
debt.org73.613,170219,512
money.com73.68,936520,427
lendingclub.com73.010,606274,394
amarillo.com72.57,617440,474
rocketloans.com72.210,963177,920
nationaldebtrelief.com72.013,147111,870
citi.com71.67,456307,794
assets.ctfassets.net71.63,4951,582,516
lightstream.com71.57,672282,994
usaa.com70.84,626604,192
upstart.com69.78,438104,797
freedomdebtrelief.com68.87,94779,081
prosper.com68.35,804122,377
bulkorder.ftc.gov68.33,418380,524
upgrade.com67.65,53299,090
achieve.com67.56,43770,156
lendedu.com67.34,149164,200
earnest.com67.04,97594,743
onemainfinancial.com66.75,97557,643
avant.com66.75,27974,118
investors.nerdwallet.com66.23,664131,133
marcus.com65.53,78387,073
betterment.com65.02,209219,738
fundingcircle.com64.83,35885,511
nav.com64.82,970108,017
penfed.org63.73,06061,558
consumercredit.com63.13,51836,676
better.com62.52,19275,128
bestegg.com62.43,43028,239
lendio.com62.21,91988,472
lendkey.com62.12,82136,870
earnin.com61.42,03854,267
fundbox.com60.01,63646,141
alliantcreditunion.org59.81,42458,218
figure.com59.41,59438,064
accrediteddebtrelief.com59.12,29615,284
lendingpoint.com56.51,32915,171
fiona.com55.81,25412,706
happymoney.com55.21,19010,860
moneykey.com54.890316,434
fiserv.com53.8290118,440
personalloans.com53.79838,616
payoff.com53.485010,061
navi.com53.272512,810
amone.com52.38166,836
netcredit.com52.265610,430
debtconsolidation.com50.26005,156
mortgage-info.com48.63587,643
autopay.com48.13675,832
figloans.com46.715419,432
universal-credit.com46.63832,710
golden1.com46.117212,212
topconsumerreviews.com45.21668,552
marinerfinance.com45.12603,213
freedomplus.com44.43021,734
thecreditreview.com44.11923,969
happybank.com42.99210,768
en.namu.wiki41.55219,314
onespan.com41.33539,879
bestow.com40.95712,294
discoverpersonalloans.com34.374378
achievesolutions.net31.8143,982
moneysavingadvisors.co.uk31.744370
oneblinc.com30.126541
besteggloan.com28.930229
americanfunding.com28.7121,365
theyukonproject.com27.420278
happycog.com26.129,865
universalcredit.com23.28260
achievecard.com16.0360
happybond.com15.50920
walletgrower.com13.91107
marathon.co.uk13.10321
www2.businessinsider.com13.00313
tally.com12.40235
lendingtower.com11.4214
pennypincher.com10.0082
lendmark.com9.8076
happy.com9.2056
creditsanctuary.com6.1014
agifinancial.com5.008
myfinancialgoals.com5.008
110 domainsAll results shown