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GPU AI Infrastructure Vendors

Managed Service Builder

Dominant · SE Outbound Links ρ=0.553

An MSP or integrator packaging compute into client services: multitenancy, billing integration, remote management, and vendor economics that leave room for a profitable, repeatable offering.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
162Domains Tracked
4.3MReddit Posts
23KWikipedia Articles
1.9MOpen Web Matches
Managed Service Builder_persona.report
DomainScore
nvidia.com
186.3
dell.com
47.5
hpe.com
31.3
supermicro.com
27.9
lenovo.com
19.3
You are viewing the free preview of the GPU AI Infrastructure Vendors report

Everything on this page is open: the full signal correlations and every tracked domain. Inside the individual reports, most tables and charts show only the top few results. The complete report unlocks every row, chart, and download for this industry.

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Segment Signals

Signal correlations: Managed Service Builder

Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern below.

Signalρ (Spearman)nRank Influence
SE Outbound Links+0.55330.6%115Dominant
Reddit Posts+0.44619.9%117Dominant
Host Backlinks+0.38915.1%131Dominant
Reddit Comments+0.38614.9%124Dominant
Common Crawl+0.37013.7%128Dominant
Host PageRank+0.33211%144Dominant
Domain PageRank+0.32710.7%143Dominant
Domain Backlinks+0.3109.6%137Dominant
Host Harmonic Centrality+0.3049.2%144Dominant
PageRank History+0.2677.1%144Strong
Search Engine Appearances+0.2536.4%15Strong
Domain Harmonic Centrality+0.2445.9%143Strong
Harmonic Centrality History+0.1723%144Confirmed
Wikipedia Citations+0.1602.6%74Confirmed
Homepage Keywords+0.1532.3%90Confirmed
Best Search Engine Rank+0.1151.3%15Confirmed
Wikidata+0.0840.7%68Emerging
Avg Search Engine Rank+0.0450.2%15Baseline
Domains

Tracked domains

The 162 domains behind the "domains tracked" stat for Managed Service Builder: every domain the LLM recommendation runs surfaced for this persona's queries, ranked by the same influence-weighted recommendation score the LLM Search Visibility report uses. Appearances counts how many times models recommended the domain across all runs. PageRank and Harmonic Centrality are the domain's current 0-100 authority in the Common Crawl web graph; 0 means the domain was not found in the graph. Click a domain name for its full site profile: authority history, backlink counts, and top backlink sources.

DomainLLM ScoreAppearancesPageRankHarmonic Centrality
nvidia.com186.31165897
dell.com47.5845397
hpe.com31.3915097
supermicro.com27.9823996
lenovo.com19.3885197
run.ai9.4232695
coreweave.com8.2603195
purestorage.com6.6523896
rafay.co5.842495
netapp.com5.3464996
vastdata.com4.3312995
apolo.us4.331395
vmware.com4.1365397
vast.ai3.6372595
delltechnologies.com3.484596
equinix.com3.4284496
runpod.io3.0303195
lambda.com2.913194
lambdalabs.com2.7143196
hosted.ai2.73594
vantage.sh2.593095
paperspace.com2.5332896
nutanix.com2.5204096
cisco.com2.3225897
vultr.com2.2214296
redhat.com1.8175997
qubrid.com1.82795
lambda.ai1.7203395
weka.io1.4103296
amd.com1.1105597
runai.com1.01093
crusoe.ai0.972795
saturncloud.io0.932495
nebula.org0.861895
gigabyte.com0.7154296
cloud.google.com0.7700
together.ai0.684096
intel.com0.665897
nebius.com0.663695
crusoe.tech0.54093
flex.ai0.511495
lamini.ai0.522095
crusoeenergy.com0.451395
clear.ml0.412495
mirantis.com0.423396
aws.amazon.com0.41000
modal.com0.4103695
fluidstack.co0.4600
lambda.chat0.471195
coresite.com0.413796
edgexcloud.io0.4100
vantage.mcloud.com0.4100
digitalocean.com0.4135797
asus.com0.3104797
penguinsolutions.com0.352295
replicate.com0.344396
pure-storage.com0.32094
phoenixnap.com0.323796
ibm.com0.3146697
vibops.ai0.3100
applieddigital.com0.321695
runwayml.com0.264597
crusoecloud.com0.221295
fluidstack.io0.231995
coreweave.ai0.23093
canonical.com0.224396
azure.microsoft.com0.2700
databricks.com0.245097
anyscale.com0.263396
scaleway.com0.294396
microsoft.com0.268097
lambda-labs.com0.23494
oracle.com0.287297
coherently.ai0.21393
veeam.com0.114597
ddn.com0.123396
dgxcloud.nvidia.com0.1300
vcluster.com0.112396
pure.com0.111595
dartpoints.com0.111295
orionvm.com0.121495
cudo.com0.1100
gmicloud.ai0.112296
qct.io0.133795
datacrunch.io0.112095
inspur.com0.132795
dellemc.com0.113796
cloudian.com0.113196
openmetal.io0.112095
fluidstack.com0.11093
clearml.com0.13094
tensordock.com0.131495
cerebrasystems.com0.13093
hostkey.com0.111995
baseten.co0.023996
ovhcloud.com0.037397
gcore.com0.024496
lepton.ai0.012096
lambdal.com0.01495
hewlettpackardenterprise.com0.0101
baseten.com0.011095
cloudlab.com0.011195
cirrascale.com0.011795
spectrocloud.com0.012395
hetzner.com0.035596
mosaicml.com0.013896
hyperstack.com0.01092
asustek.com0.01194
openstack.org0.015097
gigacomputing.com0.011995
dgx.compute.com0.0100
dgx-cloud.nvidia.com0.0100
anduril.com0.013395
opennebula.io0.012895
gradient.ai0.011995
dgx.nvidia.com0.0100
puregpu.com0.01093
inventec.com0.011895
linode.com0.024897
antml.org0.0100
antml.ai0.0100
akash.network0.022395
servethehome.com0.013996
paper.space0.01093
nimblebox.ai0.01895
cloudhypermarket.com0.01195
verta.io0.01092
mlyearning.org0.011295
datastax.com0.014296
suse.com0.015097
serverplus.com0.011394
netboxlabs.com0.012695
linuxfoundation.org0.015597
foxconn.com0.013095
cambiumnetworks.com0.013296
neurogpu.com0.0100
mellanox.com0.013996
googlecloud.google.com0.0100
laminar.ai0.01094
cortexcompanion.com0.01093
colfax-intl.com0.012095
cbridgescale.com0.0100
hybrid.ai0.013496
grid.ai0.011295
quantaqct.com0.011095
juicefs.com0.012495
dgxcloud.com0.01094
atose.com0.01093
zhonxinc.com0.0100
alibabacloud.com0.014997
supercomputer.com0.01095
juniper.net0.014596
jarvislabs.ai0.011795
dstack.ai0.011895
asrockrack.com0.012495
scaler.ai0.01095
inspiredcomputing.com0.0100
gpu.net0.01795
citrix.com0.015197
arista.com0.014196
google.com0.0100
kimsufi.fr0.01094
Report Types

Explore reports

LLM vs Fanout vs AI Search vs Organic

Pick a model per channel and compare recommendation patterns across LLM, fanout, AI Search, and organic results side by side.

LLM Search Visibility

How this industry performs across the large language models sampled in this report.

LLM Search+Fanout Visibility

The same LLM recommendation ranking, scoped to just the web-search-augmented (fanout) runs.

LLM Fanout Queries

The exact web searches each LLM ran while answering this segment's questions, with overlap across models.

AI Search Visibility

AI-powered search surfaces sit between traditional search and pure LLM chat.

Organic Search Visibility

Backlink authority and on-page signals that drive traditional organic visibility.

Bing Search Advertisers

Top and bottom advertisers on Bing (Google has no ads in this data), ranked by rank-weighted score.

Organic Search: Suggested Terms

Suggested search terms from Google and Bing, ranked by rank-weighted score.

Forum Search

Domains appearing in Google forum results for this segment's queries, by rank-weighted score and appearances.

News Search

Domains appearing in Google news results for this segment's queries, by rank-weighted score and appearances.

Video Search

Domains appearing in Google video results for this segment's queries, by rank-weighted score and appearances.

Short Video Search

Domains appearing in Google short-video results for this segment's queries, by rank-weighted score and appearances.

Top Wikipedia Pages

The Wikipedia articles where this segment's topics and brands appear, plus articles with zero brand presence.

Knowledge Graph Entities

The Wikidata entities matching this segment's topics and brands, and which brands have no entity at all.

Top Subreddits

The communities where this segment's topics and brands get discussed, ranked by submissions and comments.

Reddit Activity Trends

Monthly Reddit activity for this segment's topics and brands, from 2005 through mid-2026.

Top Domains on Reddit

The websites Reddit links to and mentions alongside this segment's topics, in comments and submissions.

Open Web Presence

Domains appearing together with this segment's topics across billions of crawled web pages.

Top Backlink Sources

The websites linking to the most tracked domains in this segment, from the web link graph.

Content Phrases

Top phrases LLMs associate with this industry or persona, ranked by recommendation strength.

Persona SEO Keywords

Top SEO keyword terms LLMs associate with this persona, ranked by recommendation strength.

Base Terms

Foundational search terms LLMs associate with this persona, ranked by recommendation strength.

UGC Questions & FAQs

Questions people are asking, mined from forum, news, and video result titles, with the URLs each question appears on.

Research: Award Submissions

Domains ranking for this persona's award submissions queries.

Research: Blogs, Publishers, Newsletters

Domains ranking for this persona's blogs, publishers, newsletters queries.

Research: Certifications

Domains ranking for this persona's certifications queries.

Research: Conferences, Trade Shows

Domains ranking for this persona's conferences, trade shows queries.

Research: Courses, Training

Domains ranking for this persona's courses, training queries.

Research: Donors, Sponsors, Partnerships

Domains ranking for this persona's donors, sponsors, partnerships queries.

Research: Experts

Domains ranking for this persona's experts queries.

Research: Forums, Message Boards

Domains ranking for this persona's forums, message boards queries.

Research: Glossaries

Domains ranking for this persona's glossaries queries.

Research: Guest Posts

Domains ranking for this persona's guest posts queries.

Research: Guides, Best Practices

Domains ranking for this persona's guides, best practices queries.

Research: Link Directories

Domains ranking for this persona's link directories queries.

Research: Non-profits

Domains ranking for this persona's non-profits queries.

Research: Podcast Guests

Domains ranking for this persona's podcast guests queries.

Research: Professional Orgs

Domains ranking for this persona's professional orgs queries.

Research: Reports, Stats, Research

Domains ranking for this persona's reports, stats, research queries.

Research: Speaker Proposals

Domains ranking for this persona's speaker proposals queries.

Research: Suggested Links

Domains ranking for this persona's suggested links queries.

Research: Tools

Domains ranking for this persona's tools queries.

Research: Top, Best Companies

Domains ranking for this persona's top, best companies queries.

Research: Trade Journals

Domains ranking for this persona's trade journals queries.