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GPU AI Infrastructure Vendors

Research Computing Director

Open Web Presence
Dominant · Search Engine Appearances ρ=0.880

AI recommendation signal analysis across 139 domains for the Research Computing Director persona in GPU AI Infrastructure Vendors.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
139Domains Tracked
Research Computing Director_persona.report
DomainScore
microsoft.com
100.0
arxiv.org
96.2
ibm.com
96.1
finance.yahoo.com
96.0
nvidia.com
94.3
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 Research Computing Director'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.

1.3M
Topic Co-occurrences
23.9M
Topic Phrase Matches
187
Brand Domains Seen
About 623K
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 Research Computing Director'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
microsoft.com100.0130,01619,827,674
arxiv.org96.2106,5976,044,384
ibm.com96.186,5799,205,145
finance.yahoo.com96.077,04311,175,233
nvidia.com94.3123,5842,033,569
cisco.com91.356,7762,970,841
oracle.com90.440,0194,426,401
cloudflare.com87.521,4484,977,580
developer.nvidia.com87.348,827775,992
dl.acm.org86.521,4903,250,640
amd.com86.433,8981,146,238
intel.com86.131,7551,173,437
marketsandmarkets.com85.921,1662,571,416
nextplatform.com85.029,682861,723
techradar.com84.217,0691,968,997
tomshardware.com83.822,105982,074
dell.com83.719,3121,268,543
hpe.com83.219,583976,569
datacenterdynamics.com82.830,017337,356
cio.com81.713,4851,157,813
xilinx.com80.428,050139,329
siliconangle.com79.813,428526,414
networkworld.com79.512,811507,553
digitalocean.com79.510,122869,549
infoworld.com79.111,312562,872
ucl.ac.uk77.96,4701,114,720
supermicro.com77.815,346173,137
lenovo.com77.88,410613,557
store.supermicro.com77.313,616180,086
hp.com76.66,119743,260
asus.com76.36,449583,241
columbia.edu75.94,661995,363
suse.com74.26,687226,248
fujitsu.com73.35,595228,661
delltechnologies.com73.26,289168,276
netapp.com73.05,545204,614
huawei.com72.84,998231,845
datarobot.com72.64,806228,237
purestorage.com72.25,702133,850
coreweave.com71.66,53277,839
opencompute.org71.16,90256,372
news.lenovo.com70.83,758184,946
vultr.com70.33,643162,519
sdxcentral.com69.63,843107,133
slurm.schedmd.com69.36,28532,104
groq.com69.03,99776,013
hcltech.com68.62,165234,079
indico.cern.ch68.23,37676,600
ddn.com67.83,86450,022
runpod.io67.22,94467,156
gigabyte.com67.22,90269,790
docs.coreweave.com67.03,87534,225
vastdata.com67.03,21852,727
hitachivantara.com66.82,045128,258
lambdalabs.com66.12,74948,779
jonpeddie.com66.12,06091,316
weka.io66.02,81444,676
altair.com65.82,25266,743
marketplace.nvidia.com65.22,48242,889
smu.edu65.11,044259,061
cerebras.net64.82,20345,420
abiresearch.com64.41,387105,467
pny.com64.31,90150,573
sc25.supercomputing.org63.82,63420,948
futurumgroup.com63.41,75941,937
mellanox.com63.32,29522,133
nebius.com63.31,91333,508
access-ci.org62.92,46816,484
vast.ai62.31,65129,670
xsede.org62.22,25514,612
scality.com62.21,19957,468
miamioh.teamdynamix.com61.9677171,575
corescientific.com61.61,93616,114
psc.edu61.61,54325,563
lambda.ai60.81,49520,076
advantech.com60.71,05139,749
wdc.com60.61,13432,440
sambanova.ai60.31,22125,161
hpc.llnl.gov60.21,9019,382
run.ai60.21,31420,026
chpc.utah.edu60.01,8349,153
intuitionlabs.ai60.088842,949
newsletter.semianalysis.com59.91,25019,525
i.dell.com59.41,02425,142
stackpath.com59.264661,704
businessabc.net59.2321273,134
graphcore.ai59.197924,136
hpc.fau.de59.081334,140
osc.edu58.71,07716,490
aimultiple.com58.765547,820
introl.com58.41,09914,233
aetina.com58.088118,609
celestica.com57.781519,601
rcac.purdue.edu57.61,1888,535
eviden.com57.260330,838
orange-business.com57.257134,620
gmicloud.ai56.983713,348
sgi.com56.163916,692
scalecomputing.com56.156521,623
schedmd.com56.01,1005,009
rescale.com55.975010,963
cray.com55.69176,441
scientific-computing.com55.47928,034
qct.io55.17427,917
penguinsolutions.com55.063710,902
cirrascale.com54.56618,028
fluidstack.io54.558310,286
businessmodelanalyst.com53.924253,276
ciq.com53.85169,982
srcc.stanford.edu52.75326,101
scc.kit.edu52.55185,784
heygotrade.com51.933211,766
bisresearch.com51.827916,377
asrockrack.com51.74954,676
exxactcorp.com51.54106,391
colfax-intl.com51.15153,308
gigaio.com50.83965,042
it.northwestern.edu49.62567,637
cir.nii.ac.jp48.913722,082
r-ccs.riken.jp48.23422,330
megware.com48.13312,389
penguincomputing.com47.52932,432
esaitech.com47.32732,600
graidtech.com46.82223,255
determined.ai46.71963,979
thinkmate.com46.62741,926
boxx.com45.91873,253
cornelisnetworks.com45.72451,656
helpwiki.sharcnet.ca45.42601,293
research.rice.edu45.31058,510
bizon-tech.com44.91284,695
hpc.grnet.gr44.82501,097
graph500.org44.72311,241
boston.co.uk44.71792,091
liqid.com44.51931,647
inspur.com44.31632,225
research.wvu.edu44.31214,051
cambridgecomputer.com44.11901,453
penguin.com43.83839,069
microway.com43.51801,250
nor-tech.com43.51751,325
siliconflow.com42.6883,988
advancedclustering.com42.4181798
dug.com42.31461,184
brightcomputing.com42.2159954
vikingenterprise.com42.11381,254
siliconmechanics.com41.91241,402
servermonkey.com41.5783,298
thinkparq.com40.4124773
oneview.com40.12323,330
docs.lambda.ai39.8851,296
researchcomputing.syr.edu39.0791,099
scontain.com38.8423,804
advancedhpc.com37.583532
lambda.chat37.5481,676
ccs.tsukuba.ac.jp37.166717
atipa.com36.881418
aspsys.com36.868588
arccompute.io36.175363
grantedai.com36.0331,907
lambda.com35.854646
supercomputingonline.com34.944676
cloudlab.com34.93120,955
ars.ucsf.edu34.6291,391
clustervision.com33.350258
slyd.com32.542273
parcc.upenn.edu31.943203
assets.exxactcorp.com30.533193
lambda-labs.com28.317298
rc.byu.edu28.02896
iac.rm.cnr.it27.921162
vantage.com26.961,247
docs.ccr.buffalo.edu26.52563
saitechincorporated.com26.39447
vast.com26.141,842
gigatechproducts.com25.512188
rc.northeastern.edu24.61582
pi.com20.911,453
hpc.co.jp20.4761
graphcore.com18.9488
computing.sas.upenn.edu14.80509
asustek.com12.4141
giga-byte.com12.40183
mythic.com10.0067
cerebras.com9.6112
browse-export.arxiv.org7.2020
hli.wayne.edu7.2020
187 domainsAll results shown