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GPU AI Infrastructure Vendors

Hyperscale Architect

Open Web Presence
Dominant · Reddit Posts ρ=0.532

AI recommendation signal analysis across 94 domains for the Hyperscale Architect persona in GPU AI Infrastructure Vendors.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
94Domains Tracked
Hyperscale Architect_persona.report
DomainScore
medium.com
100.0
microsoft.com
96.8
bloomberg.com
95.5
ibm.com
92.5
azure.microsoft.com
92.1
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 Hyperscale Architect'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
18.0M
Topic Phrase Matches
165
Brand Domains Seen
About 653K
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 Hyperscale Architect'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
medium.com100.0127,08852,072,589
microsoft.com96.8104,44319,827,674
bloomberg.com95.594,38814,150,108
ibm.com92.562,2599,205,145
azure.microsoft.com92.177,8524,686,770
nvidia.com91.599,7462,033,569
arxiv.org91.359,5436,044,384
sec.gov89.939,3248,201,375
cisco.com89.861,0132,970,841
oracle.com87.734,1724,426,401
slideshare.net87.422,6439,871,473
hpe.com85.845,584976,569
axios.com85.625,2363,427,891
datacenterfrontier.com84.850,635494,531
developer.nvidia.com84.337,613775,992
intel.com83.828,3001,173,437
amd.com83.526,9091,146,238
vmware.com82.925,945957,345
marketsandmarkets.com82.214,5892,571,416
techradar.com82.116,1041,968,997
nasdaq.com82.015,8901,996,066
blogs.nvidia.com81.926,821561,108
tomshardware.com81.920,986982,074
datacenterdynamics.com81.732,330337,356
dell.com81.718,1171,268,543
nvidianews.nvidia.com80.325,858303,077
linuxfoundation.org78.311,427812,395
slashdot.org78.06,4412,587,399
datacenterknowledge.com77.919,326205,729
networkworld.com77.812,579507,553
supermicro.com77.218,231173,137
ir.amd.com77.020,149124,013
docs.oracle.com76.78,194847,454
digitalocean.com76.78,050869,549
asus.com76.49,041583,241
lenovo.com76.08,174613,557
docs.nvidia.com75.711,744231,943
databricks.com74.85,989742,170
hp.com74.65,728743,260
engineering.com74.58,219307,284
nutanix.com74.29,069223,202
vertiv.com74.111,280127,452
newsroom.ibm.com74.16,882395,122
qualcomm.com74.06,390433,410
builtin.com72.93,700921,767
broadcom.com72.86,416251,736
servicenow.com72.33,972608,524
investor.nvidia.com71.47,39898,164
alibaba.com71.42,4031,295,058
delltechnologies.com71.25,610168,276
netapp.com71.05,008204,614
arista.com70.76,253108,050
purestorage.com70.75,621133,850
arm.com70.74,921183,954
huawei.com70.74,489231,845
pcgamer.com70.33,394362,459
opencompute.org70.27,48656,372
coreweave.com70.06,32077,839
digitimes.com70.05,267114,315
servethehome.com69.96,76863,371
vultr.com69.03,733162,519
fr.wikipedia.org67.31,342759,860
marvell.com67.03,76464,520
investors.coreweave.com66.24,29733,493
itpro.com66.22,118167,901
gigabyte.com65.82,87669,790
together.ai65.72,69578,588
docs.coreweave.com65.63,84034,225
baidu.com65.51,213430,909
runpod.io65.32,67867,156
lenovopress.lenovo.com65.23,30240,140
groq.com64.92,33976,013
weka.io64.12,52144,676
mlq.ai64.11,87186,294
lambdalabs.com63.72,22948,779
delloro.com63.52,62631,438
cerebras.net63.42,19645,420
hyperstack.cloud63.02,22636,476
abiresearch.com62.91,354105,467
pulse2.com62.61,074159,008
tmcnet.com62.31,053147,949
crusoe.ai62.11,99831,432
futurumgroup.com62.11,74341,937
mellanox.com61.42,04522,133
investors.delltechnologies.com61.41,83327,440
nebius.com61.31,66833,508
dellemc.com61.31,62934,316
cerebras.ai60.81,63327,899
forbesindia.com60.2589211,701
paperspace.com60.11,25536,439
bingx.com59.7653134,110
nexgencloud.com59.41,20729,623
tencent.com59.268896,232
foxconn.com58.783350,739
coolermaster.com58.61,00731,480
introl.com58.21,30614,233
intuitionlabs.ai58.280342,949
modular.com57.777638,371
au.finance.yahoo.com57.347496,762
graphcore.ai57.082124,136
techbuzz.ai56.572825,058
amperecomputing.com56.386316,019
capacityglobal.com55.665121,686
virtualizationreview.com55.654134,243
aimultiple.com55.242547,820
northflank.com54.949929,358
eviden.com54.545630,838
qct.io54.48117,917
gmicloud.ai54.363513,348
eclypsium.com54.343630,600
jarvislabs.ai52.752410,110
habana.ai51.95546,086
fibermall.com51.95516,283
byteplus.com51.726829,001
cray.com51.44916,441
voronoiapp.com51.327223,909
press.asus.com50.834511,210
investor.wedbush.com50.7118120,936
arrcus.com50.64585,210
wistron.com50.64096,970
eu.36kr.com50.629314,719
asrockrack.com50.24444,676
aws.com49.219519,234
spheron.network49.13445,134
mobileye.com49.016925,007
wiwynn.com48.34232,239
umbrex.com47.310236,181
tmtpost.com46.51886,383
ztsystems.com45.72442,532
pages.marketintelligence.spglobal.com45.211610,491
crusoeenergy.com45.01803,574
penguincomputing.com44.51952,432
untether.ai44.01642,930
inspur.com43.71742,225
serverlift.com43.41811,797
bizon-tech.com43.31164,695
lemmy.federate.cc42.6788,285
inventec.com42.21013,829
cloud.baidu.com41.8874,423
nai500.com41.4903,425
hyperionresearch.com40.91161,584
dstack.ai40.8962,302
cxodigitalpulse.com40.8863,020
siliconflow.com40.1663,988
advancedclustering.com39.8126798
cycle.io38.5533,155
theaiconsultingnetwork.com36.7481,777
lambda.com33.338646
thenetworkdna.com33.132876
googlecloud.com32.9109,575
slyd.com32.649273
aptlytech.com32.5201,862
developer.baidu.com30.1131,598
quantaqct.com29.125258
genesis-cloud.com24.714127
supermicro.org.cn23.410141
quanta.com20.23346
traktion.ai20.011,517
asuscloud.com18.93187
equnix.com14.4248
delltech.com13.20354
asustek.com12.0141
equus.com11.80191
sambanova.com7.3025
onesourcecloud.net5.8012
165 domainsAll results shown