Colleges Universities

Budget Conscious Commuter

Open Web Presence

Dominant · Search Engine Appearances ρ=-0.429

AI recommendation signal analysis across 381 domains for the Budget Conscious Commuter persona in Colleges Universities.

Open web data in this report comes from Common Crawl HTML crawls.

Download this report (.xlsx)

381Domains Tracked

20.2MReddit Posts

371KWikipedia Articles

9.3MOpen Web Matches

Budget Conscious Commuter_persona.report

DomainScore

forbes.com

99.6

bls.gov

96.1

usa.gov

95.6

studentaid.gov

93.9

ccdaily.com

92.0

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 Budget Conscious Commuter'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.

9.3M

Topic Co-occurrences

85.7M

Topic Phrase Matches

366

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 Budget Conscious Commuter'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.

Domain	Blended	Topic Co-occurrences	Total Appearances

forbes.com	99.6	498,831	46,266,864
bls.gov	96.1	512,983	9,663,078
usa.gov	95.6	296,359	23,248,617
studentaid.gov	93.9	550,444	3,177,107
ccdaily.com	92.0	499,929	1,618,035
nces.ed.gov	90.7	311,964	2,342,133
usnews.com	90.4	230,861	3,779,300
usatoday.com	90.0	137,700	9,195,139
osu.edu	89.5	251,619	2,153,165
ed.gov	88.6	211,842	2,085,950
indeed.com	88.5	103,677	8,124,967
finance.yahoo.com	88.0	79,916	11,175,233
asu.edu	87.6	200,915	1,467,934
coursera.org	87.5	113,247	4,432,753
insidehighered.com	86.8	174,596	1,355,453
calstate.edu	85.9	173,533	938,410
wisc.edu	85.7	106,780	2,197,669
utexas.edu	85.5	127,105	1,454,468
nerdwallet.com	84.8	54,670	5,780,353
www2.ed.gov	84.7	112,848	1,290,015
nyu.edu	84.4	89,544	1,836,075
sjsu.edu	84.0	97,939	1,282,457
collegescorecard.ed.gov	83.3	110,887	720,742
rutgers.edu	83.3	85,046	1,212,066
ufl.edu	82.5	65,151	1,469,769
cuny.edu	82.1	73,402	986,706
nymag.com	81.9	46,176	2,260,243
apps.highered.texas.gov	81.7	79,534	691,434
uic.edu	81.3	59,901	1,023,577
temple.edu	81.0	60,147	874,242
niche.com	80.4	49,720	984,291
umich.edu	80.3	48,394	1,034,084
payscale.com	80.3	47,550	1,040,450
oregon.gov	79.8	37,849	1,332,298
edx.org	79.7	46,803	834,623
unt.edu	79.2	51,561	539,718
tamu.edu	79.0	41,087	790,707
ucf.edu	78.8	43,312	663,994
suny.edu	78.5	58,159	323,104
minnstate.edu	78.4	55,186	337,043
assist.org	78.2	67,263	202,980
fastweb.com	78.2	56,237	301,349
csun.edu	78.2	48,462	399,378
commonapp.org	78.1	50,842	353,138
uh.edu	78.1	44,901	442,695
communitycollegereview.com	77.9	49,055	337,773
salliemae.com	77.8	44,500	388,593
files.eric.ed.gov	77.8	38,015	544,136
gmu.edu	77.7	36,036	575,417
wright.edu	77.6	52,830	260,898
ucla.edu	77.6	32,379	700,247
ope.ed.gov	77.4	42,126	371,368
careeronestop.org	77.3	36,498	476,371
fafsa.gov	77.1	49,883	228,837
act.org	77.0	43,040	301,649
bigfuture.collegeboard.org	76.9	44,750	267,569
fullerton.edu	76.6	43,743	237,650
snhu.edu	76.6	38,173	314,239
ca.gov	76.6	21,285	1,044,243
wgu.edu	76.3	37,241	287,403
chea.org	76.2	40,664	236,758
finaid.org	76.2	36,513	292,379
uci.edu	76.0	30,597	373,906
sacbee.com	76.0	20,284	855,759
tbr.edu	75.9	44,608	168,804
csuohio.edu	75.7	38,602	207,332
bestcolleges.com	75.6	33,489	271,696
universityofcalifornia.edu	75.5	25,992	420,229
salary.com	75.5	19,961	704,077
uc.edu	75.4	26,062	408,707
umass.edu	75.3	23,559	475,095
scholarships.com	75.2	35,229	200,648
collegeboard.org	75.2	33,355	226,452
umn.edu	75.0	21,768	490,858
austincc.edu	74.9	35,635	173,670
asuonline.asu.edu	74.7	32,501	188,543
princetonreview.com	74.7	28,952	243,617
openstax.org	74.7	21,850	427,714
fiu.edu	74.5	23,374	343,406
ucdavis.edu	74.5	21,562	388,211
aacc.nche.edu	74.1	35,428	121,532
utsystem.edu	74.0	21,582	314,586
umkc.edu	74.0	18,269	438,422
csulb.edu	73.8	29,698	152,407
maricopa.edu	73.5	19,853	306,403
georgiasouthern.edu	73.4	24,405	186,207
pdx.edu	73.2	21,821	218,697
study.com	73.1	14,840	443,327
nasfaa.org	73.0	25,575	145,086
gsu.edu	72.9	24,294	155,364
vccs.edu	72.8	29,032	103,699
newamerica.org	72.8	17,591	279,866
fau.edu	72.8	16,906	308,280
gcu.edu	72.7	21,332	184,839
purdueglobal.edu	72.6	20,083	198,327
umb.edu	72.5	17,547	243,946
odu.edu	72.4	16,980	257,511
phoenix.edu	72.1	17,340	211,834
uwm.edu	71.8	14,979	246,667
money.com	71.8	10,407	520,427
petersons.com	71.7	20,153	132,196
wiche.edu	71.6	20,958	115,162
riosalado.edu	71.5	13,743	256,697
ccac.edu	71.4	25,010	73,494
radford.edu	71.4	19,397	123,680
apus.edu	71.3	17,703	141,654
nccommunitycolleges.edu	71.2	22,547	84,550
waldenu.edu	71.0	15,279	164,717
luminafoundation.org	70.9	18,769	104,784
smccd.edu	70.7	9,583	377,995
cccco.edu	70.5	19,555	81,492
umgc.edu	70.4	16,155	113,524
uta.edu	70.3	12,204	195,545
ohiohighered.org	70.2	17,722	88,987
umsl.edu	70.1	12,131	181,464
nova.edu	70.0	12,821	156,861
mass.edu	69.9	17,812	75,377
mycollegepaymentplan.com	69.9	15,398	99,650
utsa.edu	69.9	11,452	183,414
transferology.com	69.8	18,458	68,182
clep.collegeboard.org	69.8	16,893	80,998
macomb.edu	69.7	19,265	60,145
excelsior.edu	69.5	16,356	76,598
oswego.edu	69.5	13,152	119,113
ivytech.edu	69.4	15,476	82,355
kctcs.edu	69.4	14,621	90,373
npc.collegeboard.org	69.3	14,808	83,997
montgomerycollege.edu	69.2	15,107	76,312
hccs.edu	69.2	14,076	90,672
miamioh.edu	69.2	12,269	120,094
collegefactual.com	69.1	14,221	84,916
depaul.edu	69.1	11,499	128,476
ccrc.tc.columbia.edu	68.6	15,793	54,944
southernct.edu	68.6	13,637	73,861
wayne.edu	68.5	11,861	91,895
csuci.edu	68.4	14,520	60,328
unigo.com	68.2	12,457	72,240
txstate.edu	68.2	12,299	76,668
nacubo.org	68.1	11,196	86,089
utdallas.edu	68.1	9,091	135,176
edtrust.org	68.0	11,251	83,203
aacc.edu	67.9	14,348	49,196
campusexplorer.com	67.8	10,715	84,802
cnm.edu	67.7	13,448	51,217
sunywcc.edu	67.7	8,617	120,966
unomaha.edu	67.6	9,475	99,369
sinclair.edu	67.5	12,749	51,322
citytech.cuny.edu	67.4	7,148	155,324
collegesofdistinction.com	67.2	10,401	69,146
dcccd.edu	67.1	10,141	68,002
pima.edu	67.1	10,035	68,511
mdc.edu	67.1	9,062	86,601
lonestar.edu	67.0	9,509	75,572
csumentor.edu	66.9	11,937	45,221
affordablecollegesonline.org	66.9	9,498	71,531
cappex.com	66.7	10,103	56,866
mynextmove.org	66.6	6,275	145,322
columbusstate.edu	66.5	10,227	50,838
floridashines.org	66.4	10,669	44,392
enmu.edu	66.3	7,933	79,817
collegecost.ed.gov	66.1	10,279	43,522
baruch.cuny.edu	66.1	6,722	99,799
ihep.org	66.0	9,042	53,918
tesu.edu	66.0	9,038	52,975
collegeforalltexans.com	65.8	9,351	45,084
aacrao.org	65.8	8,649	53,703
studentloanhero.com	65.7	6,012	107,327
ptk.org	65.6	9,984	37,134
mccneb.edu	65.6	9,448	40,295
ccny.cuny.edu	65.6	6,518	86,880
njit.edu	65.5	5,369	121,597
uopeople.edu	65.3	6,554	72,563
kapiolani.hawaii.edu	65.2	9,063	36,238
pcc.edu	65.1	6,803	61,993
thebestschools.org	65.0	6,829	58,447
tri-c.edu	64.9	7,274	50,999
umassglobal.edu	64.9	6,581	60,335
csudh.edu	64.7	7,266	46,050
berea.edu	64.7	6,175	64,941
csufresno.edu	64.6	6,890	50,174
ctstate.edu	64.5	8,871	28,415
foothill.edu	64.5	6,522	51,398
goshen.edu	64.5	5,316	79,063
ace.edu	64.3	6,175	53,610
pgcc.edu	64.2	6,910	40,241
thecollegeinvestor.com	64.2	4,090	116,242
accreditedschoolsonline.org	64.1	6,015	51,581
fscj.edu	64.1	5,849	55,933
collegedata.com	64.0	6,515	42,515
alamo.edu	63.8	6,368	39,712
aascu.org	63.7	6,094	41,520
sheeo.org	63.6	6,738	32,809
aashe.org	63.6	5,530	48,932
myscholly.com	63.5	6,383	35,813
cscc.edu	63.5	6,275	35,883
subr.edu	63.5	5,752	43,060
ashland.edu	63.5	5,112	55,368
tsu.edu	63.4	5,394	48,005
mesacc.edu	63.3	5,789	39,246
peralta.edu	63.2	6,082	34,287
nvcc.edu	63.2	5,943	36,168
western.edu	63.0	3,781	81,021
collegeraptor.com	62.9	5,561	36,000
esc.edu	62.8	5,301	37,715
valenciacollege.edu	62.8	5,184	38,733
massbay.edu	62.7	6,540	23,890
ccc.edu	62.7	5,128	37,637
pasadena.edu	62.7	4,574	48,212
learn.org	62.7	4,310	54,405
brookdalecc.edu	62.7	4,188	56,476
greatvaluecolleges.net	62.6	5,780	28,933
coppin.edu	62.3	5,524	27,158
metrostate.edu	62.1	5,062	30,415
tmcc.edu	62.0	5,387	25,326
ccsf.edu	61.8	4,522	33,445
bmcc.cuny.edu	61.8	4,433	34,470
csu.edu	61.6	4,744	27,944
sps.cuny.edu	61.4	4,207	32,625
monroecc.edu	61.3	4,849	22,920
coursehero.com	61.3	2,149	120,759
umuc.edu	61.2	4,212	29,189
journals.flvc.org	61.1	2,388	88,812
tccd.edu	60.9	3,834	31,045
gainesville.com	60.9	2,444	75,611
edvisors.com	60.7	3,571	32,438
nacada.ksu.edu	60.3	3,907	23,069
collegevine.com	60.3	3,819	23,682
ratemyprofessors.com	60.3	2,694	47,423
oedb.org	60.2	2,891	40,787
stlcc.edu	59.9	3,518	23,357
collegetuitioncompare.com	59.7	3,759	19,449
collegeconfidential.com	59.7	3,516	22,098
csi.cuny.edu	59.7	2,930	31,960
mometrix.com	59.5	2,344	45,647
appily.com	59.4	3,509	19,247
dvc.edu	59.3	3,358	20,318
lbcc.edu	59.3	2,926	26,446
saylor.org	59.3	2,418	38,438
tcc.edu	59.2	3,611	16,451
geteducated.com	59.2	3,119	22,469
cashcourse.org	59.2	2,956	24,584
mccc.edu	59.1	3,454	17,034
tamuk.edu	59.1	3,022	22,614
collegetransitions.com	59.1	2,986	22,938
straighterline.com	58.9	3,056	20,546
mappingyourfuture.org	58.9	3,034	20,210
laguardia.edu	58.9	2,872	22,641
campusreel.org	58.6	2,810	20,968
acct.org	58.4	3,431	13,118
qcc.edu	58.4	1,597	59,583
icangotocollege.com	58.3	3,641	11,177
academicearth.org	58.3	2,111	32,228
mchenry.edu	58.0	2,806	16,341
salaryexpert.com	58.0	1,495	57,941
harpercollege.edu	57.9	2,487	19,287
cf.edu	57.8	2,661	16,735
edsmart.org	57.7	2,520	17,606
collegeconsensus.com	57.6	2,412	18,405
cfcc.edu	57.5	2,564	15,323
empire.edu	57.5	2,296	19,513
virginiabusiness.com	57.5	1,253	66,400
studyusa.com	57.3	2,171	20,013
rcbc.edu	57.2	2,664	12,336
ccm.edu	57.1	2,519	13,416
flvc.org	57.1	2,395	15,054
msmu.edu	56.9	2,180	16,729
northshore.edu	56.9	2,174	16,440
roi-nj.com	56.9	1,287	48,354
collegesimply.com	56.8	2,236	14,789
cptc.edu	56.8	2,190	15,766
ncc.edu	56.6	2,393	12,175
ruffalonl.com	56.5	1,892	18,119
educationcorner.com	56.1	1,588	22,312
grokipedia.com	56.1	691	116,171
ashford.edu	56.0	1,916	14,290
noodle.com	55.8	1,667	17,713
afsa.org	55.8	1,336	27,617
sunysuffolk.edu	55.7	2,087	10,818
nhcc.edu	55.3	1,885	10,880
waubonsee.edu	54.7	1,784	9,396
nctc.edu	54.7	1,568	11,909
jcsu.edu	54.6	1,520	12,265
collegetransfer.net	54.5	1,823	8,170
californiacommunitycolleges.cccco.edu	54.3	1,927	6,566
modernstates.org	54.3	1,633	9,460
collegeaffordabilityguide.org	54.3	1,532	10,659
roadtripnation.com	53.8	1,161	14,853
myplan.com	53.6	542	62,141
tacc.org	53.4	1,562	6,969
nichols.edu	53.4	1,203	11,638
asuprepdigital.org	53.3	1,207	11,020
getschooled.com	53.1	1,345	8,252
asuprep.asu.edu	53.0	1,186	10,016
csitoday.com	53.0	1,156	10,367
collegerecon.com	52.9	1,048	12,419
iowalakes.edu	52.6	1,278	7,068
edmit.me	52.5	1,078	9,753
aacc.org	52.5	528	40,428
pccc.edu	52.1	1,231	6,261
tnpromise.gov	52.0	1,351	4,914
stateuniversity.com	52.0	701	18,527
affordableschools.net	51.8	1,079	7,059
wcjc.edu	51.8	1,047	7,552
valuecolleges.com	51.5	998	7,270
collegevaluesonline.com	51.4	1,046	6,374
collegecalc.org	50.7	1,018	5,011
news.fullerton.edu	50.7	881	6,693
scholarshipsandgrants.us	50.3	938	4,939
lowell.edu	50.1	426	21,136
cccapply.org	49.7	954	3,667
students.gov	49.7	836	4,714
degreeforum.net	49.5	348	25,071
collegeadvisor.com	49.1	690	5,351
chipola.edu	49.0	769	4,138
guttman.cuny.edu	48.9	799	3,591
higheredinfo.org	48.4	749	3,335
thecollegemonk.com	48.4	569	5,722
degreechoices.com	48.3	616	4,630
usds.gov	47.9	272	20,205
nimblefins.co.uk	47.8	209	32,531
surveys.ope.ed.gov	46.6	494	3,394
admissions.uncg.edu	46.5	604	2,190
masscc.org	46.5	579	2,355
ous.edu	46.0	466	2,998
highered.collegeboard.org	45.4	438	2,605
mycollegeoptions.org	45.4	436	2,524
meritaid.com	45.3	463	2,190
floridacollegesystem.com	44.1	406	1,672
degreequery.com	44.1	317	2,799
budget.wisc.edu	42.5	260	2,010
usouthal.edu	40.7	191	1,677
carsondellosa.com	40.1	99	4,834
netpricecalculator.collegeboard.org	39.6	228	727
mykidscollegechoice.com	38.8	186	776
wayne.uakron.edu	38.7	153	1,071
commute.org	38.7	88	3,319
newscenter.baruch.cuny.edu	38.3	150	929
communitycollege.org	37.4	120	997
wsc.ma.edu	37.0	127	727
costhelper.com	35.9	38	4,966
communitycolleges.org	34.0	110	261
mdcc.edu	33.6	65	620
meadowfi.com	33.5	57	773
collegenavigator.gov	32.8	82	280
colleges.cometoboston.com	32.8	36	1,375
ccu.org	32.4	26	2,190
net.org	32.0	26	1,856
upistudy.com	30.9	54	270
asuprepdigital.asu.edu	28.3	47	115
achievethedream.org	26.4	9	1,151
transfer101.org	24.9	27	75
bmccprodstroac.blob.core.windows.net	24.7	19	135
aiccu.org	22.3	17	57
transfercredit.org	21.8	14	66
collegenavigator.ed.gov	21.8	12	88
transferology.org	21.0	17	31
acc.edu	20.2	6	149
myscholarshipcentral.com	18.2	10	24
che.org	15.0	1	184
thecollegehelper.com	14.1	2	55
nvc.edu	12.6	2	28
cheapestcolleges.org	10.7	1	27
clevelandstate.edu	10.4	2	10
commuter.org	9.7	0	72
collegenavigator.com	9.4	2	6
bureau.org	8.5	0	41