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GPU AI Infrastructure Vendors

Media Rendering Head

Dominant · SE Outbound Links ρ=0.462

A media, gaming, or VFX infrastructure lead with bursty, deadline-driven workloads: high GPU density, fast storage, and predictable performance through crunch, across rendering, simulation, and generative AI.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
173Domains Tracked
33.7MReddit Posts
69KWikipedia Articles
3.6MOpen Web Matches
Media Rendering Head_persona.report
DomainScore
nvidia.com
171.8
coreweave.com
68.3
aws.amazon.com
39.8
azure.microsoft.com
14.4
lambda.ai
10.3
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: Media Rendering Head

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+0.46221.3%112Dominant
Reddit Posts+0.44319.6%107Dominant
Wikipedia Citations+0.41917.5%86Dominant
Reddit Comments+0.41317.1%123Dominant
Common Crawl+0.39315.4%131Dominant
Host Harmonic Centrality+0.36713.5%146Dominant
Host Backlinks+0.34111.6%133Dominant
Host PageRank+0.33211.1%146Dominant
Domain PageRank+0.2687.2%142Strong
Domain Harmonic Centrality+0.2657%142Strong
PageRank History+0.2275.1%146Strong
Domain Backlinks+0.2174.7%136Strong
Harmonic Centrality History+0.1803.2%146Confirmed
Wikidata+0.1542.4%65Confirmed
Best Search Engine Rank+0.1402%19Confirmed
Search Engine Appearances+0.0860.7%19Emerging
Avg Search Engine Rank-0.0340.1%19Baseline
Homepage Keywords+0.0280.1%84Baseline
Domains

Tracked domains

The 173 domains behind the "domains tracked" stat for Media Rendering Head: 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.com171.81165897
coreweave.com68.3983195
aws.amazon.com39.89200
azure.microsoft.com14.46700
lambda.ai10.3393395
cloud.google.com10.13300
paperspace.com8.8582896
runpod.io8.5613195
lambdalabs.com8.0383196
vastdata.com6.4282995
vast.ai6.3582595
supermicro.com4.5443996
dell.com4.5325397
weka.io3.9253296
googlecloud.com3.813495
hpe.com3.1365097
lenovo.com3.0275197
purestorage.com2.9243896
amd.com2.785597
vultr.com2.7204296
lambda-labs.com2.24494
penguincomputing.com1.962196
crusoe.ai1.7202795
google.com1.42500
netapp.com1.4274996
pixitmedia.com1.482196
run.ai1.352695
thinkmate.com1.3111495
gcore.com1.294496
pugetsystems.com1.2102896
equinix.com1.2114496
lambda.com1.18194
pny.com1.1122996
akamai.com1.035497
ddn.com0.873396
microsoft.com0.7168097
hp.com0.775597
pure-storage.com0.78094
qvest.com0.642395
qarnot.com0.631995
cudo.services0.6100
thinkboxsoftware.com0.541796
foxrenderfarm.com0.521395
oracle.com0.5117297
wka.com0.51094
rescale.com0.462496
garagefarm.net0.431695
wipro.com0.414296
pengwin.io0.4100
nvidiasolutions.io0.4100
juno-innovations.com0.411095
lambda.chat0.341195
latitude.sh0.372195
pixar.com0.324096
cerio.io0.311095
fluidstack.io0.371995
runwayml.com0.354597
vaticle.ai0.3100
parallelspace.com0.31894
liquidstack.com0.311495
digitalocean.com0.245797
qumulo.com0.222595
rendernetwork.com0.222595
penguinsolutions.com0.222295
irendering.net0.21995
scaleway.com0.284396
teradici.com0.222596
hammerspace.com0.212995
hyperstack.cloud0.221595
ranchcomputing.com0.211395
ovhcloud.com0.237397
conductortech.com0.111796
hyperstack.com0.11092
intel.com0.125897
rebusfarm.net0.121195
ibm.com0.166697
coreweave.ai0.14093
rendercore.io0.1100
puretorage.com0.1100
foundry.com0.113096
cols.com0.11094
azure.com0.115897
rfxvi.com0.11594
penguin-solutions.com0.11093
microcloud.ai0.1100
applied.co0.111495
google.cloud0.12094
iridenetwork.com0.1100
modal.com0.133695
vfxplatform.com0.112296
render.com0.114996
skorppio.com0.11195
vasatg.com0.1100
maxcloudon.com0.111394
together.ai0.134096
techila.io0.11093
leafcloud.com0.11094
paperpace.com0.1200
zadara.com0.112095
micron.com0.114296
iridigital.com0.1100
cerebras.net0.112795
verge.io0.111495
oci.oraclecloud.com0.1100
nextplatform.com0.113696
lucidalink.com0.1100
maximus.tech0.11095
digitalrealty.com0.113696
aws.com0.113796
irendertrans.com0.1100
exoscale.com0.133495
fluidstack.com0.11093
cloudclusters.io0.111095
tensordock.com0.121495
scale.com0.013796
rendergrid.com0.01095
premiercomputing.com0.01094
level3ai.com0.0100
veeam.com0.014597
cray.com0.012795
asus.com0.014797
junto.ai0.0100
crusoeenergy.com0.011395
vast-data.com0.01193
ixsystems.com0.012895
icrosoft.com0.01194
nutanix.com0.014096
boxx.com0.012095
advanced-hpc.com0.0100
cirrascale.com0.011795
hustleandflow.com0.01295
gmicloud.ai0.012296
weswitch.com0.01093
autodesk.com0.015297
qct.io0.013795
lumen.com0.014596
mellanox.com0.023996
hivelocity.net0.013795
datacrunch.io0.012095
delltechnologies.com0.024596
pivot3.com0.011395
onlogic.com0.012495
integrate.ai0.011595
sidewinder.ai0.0100
lepton.ai0.012096
leaderelectronics.com0.01094
groundedreason.com0.01895
antml.foundation0.0100
antml.ai0.0100
cloud.intel.com0.0100
google.cloud.com0.0100
bytesized.com0.0101
lambda.gpu0.0100
festify.io0.01093
hyland.com0.013696
gigabyte.com0.014296
awslabs.com0.01094
virtustream.com0.012395
lunavi.com0.011795
vmware.com0.025397
huanglab.com0.01394
amazonaws.com0.018097
renderstorm.com0.01094
renderro.com0.011295
render3d.io0.0100
penguincomputation.com0.0100
linode.com0.014897
factioninc.com0.011895
renderfarms.net0.0100
oci.oracle.com0.0100
lenovogroup.com0.01194
pivotal.ai0.01093
googlecloudpartners.com0.01093
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.