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GPU AI Infrastructure Vendors

Startup ML Founder

Top Wikipedia Pages
Dominant · Best Search Engine Rank ρ=0.667

AI recommendation signal analysis across 125 domains for the Startup ML Founder persona in GPU AI Infrastructure Vendors.

125Domains Tracked
Startup ML Founder_persona.report
ArticleScore
Nvidia
97.4
Founders Fund
95.0
Microsoft
93.0
Timeline of Amazon Web Services
90.9
Intel
90.7
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This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

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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

See how Wikipedia covers your market

Wikipedia is one of the most heavily cited sources in LLM training data and AI answers. These are the articles where this segment's topics live and its brands get mentioned. Study where competitors appear, and treat the zero-mention list at the bottom as articles worth earning a legitimate presence in.

How It's Calculated

Where the numbers come from

We scan the full text of every English Wikipedia article for this segment's topic phrases and brand hostnames, then count matches per article. Maintenance pages (drafts, templates, categories and similar) are excluded. Article links use stable page IDs, so they survive renames.

Overview

What's on this page

Top-article charts by topic matches and by brand mentions, the full article table, and a list of topic-heavy articles that mention none of this segment's brands.

Segment Totals

Wikipedia coverage at a glance

How much of English Wikipedia touches Startup ML Founder: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

20K
Articles With Topic Matches
107K
Articles Mentioning Brands
186K
Topic Phrase Matches
885K
Brand Mentions
Wikipedia Data

Top Wikipedia articles

The articles where Startup ML Founder's topics and brands appear most. Topic Matches counts this segment's own vocabulary in the article text; Brand Mentions counts its brand domains; Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and article titles link to the live article. The table follows the selected view.


ArticleBlendedTopic MatchesBrand Mentions
Nvidia97.4810665
Founders Fund95.0564648
Microsoft93.0384672
Timeline of Amazon Web Services90.9490448
Intel90.7490440
Data center88.7328456
Generative AI88.5390396
Oracle Corporation88.4268505
Walmart88.1109895
List of unicorn startup companies87.9309435
Cloudflare87.2284424
Tesla, Inc.87.1129716
IBM Cloud87.1168600
2025 in the United States87.1396336
Amazon Web Services86.7256432
Comparison of user features of messaging platforms86.5200498
Criticism of Google86.3246425
OpenAI86.2420291
Apple Inc.86.2202476
Glossary of artificial intelligence85.9250400
Huawei85.489756
Supermicro85.4322320
Lenovo85.1164486
Google84.5384254
IBM84.1110570
Netflix83.7294278
Big data83.5148432
Amazon (company)83.1396212
Timeline of computing 2020–present82.778612
Artificial intelligence82.5385204
Computer security82.2206298
Wikipedia81.9261246
ChatGPT81.4216265
Android (operating system)81.391470
Microsoft Azure81.3111410
TikTok80.9218248
Wearable technology80.844721
Ethics of artificial intelligence80.8244228
Cisco80.7198260
List of mergers and acquisitions by Microsoft80.4102392
Internet of things80.369504
List of data breaches80.3155291
Tesla Autopilot80.3182261
JPMorgan Chase80.176460
LinkedIn79.8178252
Alibaba Group79.7110344
AMD79.6174250
Peter Thiel79.1214204
CoreWeave78.7210198
Salesforce78.6192208
Cryptocurrency78.4276160
History of IBM78.386345
Criticism of Facebook78.0267156
Google DeepMind78.0177205
Applications of artificial intelligence77.878351
2022 in science77.889321
List of mergers and acquisitions by Alphabet77.7213176
Databricks77.481324
Criticism of Amazon77.2345120
PCI Express77.2144217
2020s77.1405106
Kubernetes77.063368
Palantir76.897268
Facebook76.7206160
Big Tech76.6156192
Alexandria Ocasio-Cortez76.1174168
Dell76.0142190
Qualcomm75.8248128
Outsourcing75.875285
Cloud computing75.892248
Machine learning75.6120204
AI data center75.4245123
Zoom (software)75.3128188
AI boom75.1171152
VMware75.1135177
SoftBank Group75.0232122
BYD Auto75.0160157
Internet privacy74.759296
List of large language models74.780242
Lumen Technologies74.6106198
Cerebras Systems74.5138164
Broadcom74.4215120
Gcore74.4152152
Cadence Design Systems74.2135160
2023 in the United States73.9138153
Samsung Electronics73.873231
Criticism of Huawei73.670232
List of mergers and acquisitions by IBM73.563246
January–March 2023 in science73.458258
Android version history73.476216
DeepSeek (chatbot)73.2114160
Meta Platforms73.128086
Netflix, Inc.73.180200
Nokia73.1138140
Transistor count73.098174
Tensor Processing Unit72.824890
Green computing72.890180
Novell72.8111156
Firefox72.742294
Siemens72.753252
Anthropic72.7188108
Synopsys72.7136135
Grok (chatbot)72.461222
Hard disk drive72.480185
History of Microsoft72.357230
E-government72.366210
Jeff Bezos72.382180
Tegra72.3108150
Visa Inc.72.2112144
SpaceX72.1186102
Raspberry Pi72.060215
Glossary of computer science71.852231
Confidential computing71.8150114
Plug-in hybrid71.8105144
Nvidia DGX71.7115135
CHIPS and Science Act71.7118132
2010s71.7108140
Plug-in electric vehicles in the United States71.658210
Windows 1071.445244
Deep learning71.484160
IPv6 deployment71.490153
RISC-V71.490153
Google Chrome71.161192
Corporate responses to the Russian invasion of Ukraine71.1147106
OpenStack71.075165
2024 in the United States70.916098
Graphics processing unit70.7104128
Microsoft Copilot70.647216
Xilinx70.678153
Solid-state drive70.6102128
MySQL70.550204
Criticism of Microsoft70.553196
Telegram (software)70.5142102
Streaming media70.572160
Xbox One70.474156
Foundation model70.354190
Workday, Inc.70.272156
T-Mobile US70.277149
ByteDance70.286138
Video game industry70.141224
Science and technology in Israel70.035246
Boycott of Russia and Belarus70.013798
Blockchain70.063165
Waymo69.875144
Charles Phillips (businessman)69.746198
Artificial intelligence arms race69.621070
Microsoft 36569.634240
Linux69.640215
Andreessen Horowitz69.640215
History of smartphones69.6106112
Michael Gschwind69.6100116
2021 in the United States69.691124
Bain Capital69.558165
Second presidency of Donald Trump69.5100115
Sun Microsystems69.587126
Samsung69.4102112
Groq69.396115
Regulation of artificial intelligence69.215981
List of acquisitions by Cisco69.154165
Cloud computing issues69.184124
Tencent69.015680
Adobe Flash69.044188
Google Cloud Platform69.014584
Inflation Reduction Act69.0101108
Ford Motor Company69.094113
Virginia68.914882
Kinect68.950170
Cloud-computing comparison68.984120
History of Google68.8102105
SpaceXAI68.611196
Capital One68.664140
Customer relationship management68.538196
GitHub68.543180
Alibaba Cloud68.554155
History of Amazon68.321959
DigitalOcean68.312088
DeepSeek68.356148
PayPal68.380117
Linux Foundation68.299100
Google Street View coverage68.013878
Cybercrime68.011886
Internet censorship in China68.011290
McAfee68.055144
Windows 867.838180
HarmonyOS67.838180
Mirantis67.788102
Wikimedia Foundation67.774114
Large language model67.670117
List of acquisitions by Oracle67.521258
Entrepreneurs Roundtable Accelerator67.532195
ChromeOS67.545156
Antivirus software67.445155
Eric Schmidt67.459129
Electric car67.484102
Cloud storage67.232189
Arm Holdings67.250140
Transformer (deep learning)67.145150
Telehealth67.039163
Neural network (machine learning)67.066114
Cloud Native Computing Foundation66.946144
Google Workspace66.975104
Connected car66.856124
Ampere Computing66.863115
Ericsson66.735168
Crowdfunding66.748136
Juniper Networks66.774102
DELMIA66.632176
SAP HANA66.642147
Cloud database66.524210
Aaron Swartz66.513068
2012 in science66.48193
Initial public offering of SpaceX66.313864
Denial-of-service attack66.339150
Fandom (website)66.349129
Comcast66.39085
Political positions of Mitt Romney66.37398
List of Amazon products and services66.110874
Stripe, Inc.66.160110
ShinyHunters66.043135
Gigafactory Nevada66.09480
Cohere65.99280
AOL65.854114
Amazon Alexa65.87690
Heartbleed65.752116
Google Gemini65.757108
Altair Engineering65.630164
List of Microsoft codenames65.642132
Boosteroid65.513260
Uniphore65.536144
History of the Internet65.510272
Collapse of Silicon Valley Bank65.545124
Splunk65.56696
Keysight65.560102
General-purpose computing on graphics processing units65.410072
2025–present global memory supply shortage65.410072
Yandex65.49972
LG Electronics65.46596
List of MOSFET applications65.340132
Microsoft Bing65.348116
Floating point operations per second65.358102
SAS Institute65.238134
Apache Hadoop65.251111
Teleport (software)65.144120
GameStop65.16692
Gab (social network)65.06790
History of video games64.910665
2026 Iran war64.816448
2026 in the United States64.815051
History of virtual learning environments64.829154
Oracle Cloud64.88078
Speech recognition64.736132
AI-driven design automation64.76886
Google Drive64.634135
Electric vehicle64.65598
Gavin Newsom64.65993
Windows 1164.536128
Net neutrality64.48273
Same-sex marriage in the United States64.46288
Zoom Communications64.342114
Fuzzy concept64.213850
KKR & Co.64.29664
Discord64.110460
Parler64.16186
Governorship of Wes Moore64.15691
Amazon Elastic Compute Cloud63.910857
Adversarial machine learning63.938116
Educational technology63.95195
IBM Think conference63.77572
Trend Micro63.76480
AT&T63.76480
Avatar (2009 film)63.67670
Mobile operating system63.65192
2018 in science63.418937
Internet Archive63.412848
GoDaddy63.45388
Applications of 3D printing63.44992
PRISM63.315342
American Express63.36873
Timeline of artificial intelligence63.28264
Minneapolis63.25584
Data sovereignty63.25782
Web 2.063.124144
Autodesk63.137108
Economy of Iran63.15781
List of 2010s Super Bowl commercials63.08461
Melania Trump63.05384
IPad63.04988
List of streaming media services63.04988
Line (software)62.928126
ADP (company)62.831117
Data center management62.77862
Western Digital62.76670
Hewlett Packard Enterprise62.76868
2025 in science62.64293
Quora62.57662
Nirvanix62.54884
OVHcloud62.55478
ServiceNow62.55676
Unisys62.48457
Skype62.44686
Chatbot62.33798
Seattle62.34784
Wi-Fi62.23994
E-commerce62.25277
Kyrsten Sinema62.010248
21st century62.07957
Hardware for artificial intelligence62.06664
Existential risk from artificial intelligence62.04880
Mobile security61.917156
IBM Db261.922132
2013 in science61.99251
Business models for open-source software61.931105
History of cloud computing61.98056
Self-driving truck61.811643
Portland, Oregon61.84483
Streaming television61.85175
Myspace61.85472
Teradata61.729108
History of computing hardware61.76662
Mellanox Technologies61.75769
Nevada61.67855
Bosch (company)61.63496
AV161.527111
Computer Associates61.54184
Proton Mail61.54875
TensorFlow61.55172
Computer cooling61.46362
Gen Digital61.45469
Cyber threat intelligence61.319136
Shard (database architecture)61.33296
Network function virtualization61.23099
Washington, D.C.61.26659
Home Assistant61.24675
Content delivery network61.122120
F5, Inc.61.13098
Bitcoin61.14872
ICloud61.07254
Steve Ballmer61.05466
Chromebook61.04574
Stable Diffusion60.919130
Vanta (company)60.921122
Google data centers60.810441
District heating60.87253
Cognitive computer60.83980
Codex (AI agent)60.74078
SurveyMonkey60.74572
Deel, Inc.60.626102
Stargate LLC60.513533
Persecution of Uyghurs in China60.512036
Josh Shapiro60.57649
Pacific Gas and Electric Company60.55859
List of IBM products60.422112
Matterport60.43287
Timeline of social media60.46057
Gemini (language model)60.27050
Alphabet Inc.60.24172
Timeline of the 2026 Iran war60.112633
Microsoft and open source60.13481
History of artificial intelligence60.13678
VAST Data60.15658
Identity theft60.14270
Oracle Cloud Enterprise Resource Planning60.017126
Mitre Corporation60.08045
DALL-E60.03185
Cilium (computing)59.917125
MSN59.93184
Neo4j59.820111
Communications in Iran59.85259
Internet service provider59.83675
Edge computing59.84268
Bengali Americans59.84268
Fastly59.84466
COVID-19 drug development59.84070
George Mason University59.73674
Sam Altman59.74564
NordVPN59.62593
2021–2023 inflation surge59.66848
Economic impact of the 2026 Iran war59.66649
Social networking service59.65456
National Security Agency59.64960
Jack Ma59.64266
Symbian59.52592
Trusted Computing59.52690
IPhone59.55952
Attentive (company)59.48640
Impact of the COVID-19 pandemic on science and technology59.43278
Tesla Autopilot hardware59.311732
Blackwell (microarchitecture)59.38440
Video game controversies59.36846
Red Hat59.36249
Microsoft Windows59.33178
GoPro59.33474
CrowdStrike59.34264
Kaspersky Lab59.25553
Coupang59.25652
Arista Networks59.24461
Supercomputer59.18140
Oracle NoSQL Database59.13078
Adobe Flash Player59.13472
Apache Spark59.13472
Azure Maps59.016116
Citrix Systems59.09037
Features new to Windows 859.02392
Vultr59.05651
Claude (AI)59.03570
Millennial economics59.03471
Renewable energy in the United States59.04163
Amazon Kindle59.03866
Computer data storage58.917111
Environmental impact of AI58.97840
Digital identity58.92294
Edward Snowden58.97143
Transgender personnel in the United States military58.96247
Nscale58.96048
Justin Cappos58.93175
Timeline of ebooks58.94360
Yahoo! Inc. (1995–2017)58.86346
Comparison of file hosting services58.85054
The Washington Post58.710432
OpenCL58.717108
SAP58.73864
Nvidia GTC58.74260
Virtual Computing Environment58.65450
Snowflake Inc.58.56643
High Bandwidth Memory58.55648
IT disaster recovery58.55151
United States support for Israel in the Gaza war58.412028
Lustre (file system)58.42386
United States Digital Service58.42484
List of file formats58.313123
Tencent Cloud58.35647
Online shopping58.22482
Ubuntu58.22580
Microsoft Windows version history58.22678
Zettabyte Era58.16940
2016 in science58.011827
Rocket Software58.017100
AI bubble57.89032
Google Maps57.86341
Rackspace Technology57.86341
Intel Xe57.76042
Netlify57.61796
Bitwarden57.61796
Regulation of artificial intelligence in the United States57.67635
Container Linux57.51795
Xbox57.56439
EarthLink57.37235
List of disasters by cost57.37036
Vertiv57.06636
2024 in climate change56.88829
XMPP56.51495
List of things named after Donald Trump56.28827
Northern Data56.27530
Reverse image search55.71296
Timeline of artificial intelligence risks in global finance55.68426
Nebius Group55.67528
Data engineering55.21196
History of Facebook55.10515
List of datasets for machine-learning research54.10460
List of TCP and UDP port numbers53.90450
Algorithmic bias53.80444
Spotify53.10410
Criticism of Tesla, Inc.52.50381
CICS52.35111
Domestic policy of the second Trump administration52.00360
History of YouTube51.90355
SoFi51.70348
2023 in science51.60345
HBO Max51.00321
2024 in science50.50304
X (social network)49.70279
COVID-19 pandemic49.70279
Self-driving car49.60276
Sony49.50272
Toyota49.20264
Microsoft Dynamics 36549.20264
ThinkPad48.90255
Yelp48.90255
Xiaomi48.70248
Economic impact of the COVID-19 pandemic48.60244
YouTube48.50243
Starbucks48.20234
Renault48.00228
Smartphone47.80225
Elon Musk47.80225
WhatsApp47.50216
Customer data platform47.40214
Impact of the COVID-19 pandemic on the arts and cultural heritage47.40214
BlackBerry47.30212
Seagate Technology47.20210
History of personal computers47.20210
Peloton Interactive47.20210
Smart city47.20208
COVID-19 apps47.20208
Warner Bros. Discovery47.20208
Twitter under Elon Musk47.20208
Facial recognition system47.10207
2024 CrowdStrike-related IT outages47.10207
JetBlue47.10206
Open energy system models47.10206
AI agent47.00204
Intuit46.90202
Bluetooth46.80200
Department of Government Efficiency46.80200
Etsy46.70198
Timeline of the San Francisco Bay Area46.60196
Digital rights management46.60195
Nintendo46.40192
Recession46.40192
Laptop46.40192
ING Group46.40192
Venture capital46.40192
Business action on climate change46.40192
Twitch (service)46.40192
HBO46.40190
Adobe Inc.46.30189
Twitter, Inc.46.30188
Disney+46.30188
Second Life46.00183
PostgreSQL45.90180
United States45.90180
Peer-to-peer lending45.90180
AI safety45.90180
BlackBerry Limited45.70177
Civic technology45.70177
2019 in the United States45.70177
History of Wikipedia45.70176
Artificial intelligence in marketing45.70176
Political positions of Elizabeth Warren45.70176
Tablet computer45.60175
Stanford University45.60174
Volkswagen45.60174
Chime (company)45.60174
Acquisition of Twitter by Elon Musk45.60174
Starlink45.50172
BBC iPlayer45.40171
Tor (network)45.30168
Duolingo45.30168
History of bitcoin45.30168
List of Dragons' Den (British TV programme) offers Series 11-2045.20166
Windows Vista45.10165
Smartwatch45.10165
WikiLeaks45.00162
Pinterest45.00162
Tubi45.00162
Millennials in the United States45.00162
List of Google products44.80160
History of General Motors44.80160
US federal agencies targeted by DOGE44.80160
Legal technology44.80159
Amazon Prime Video44.70158
Chipotle Mexican Grill44.60156
Block, Inc.44.60156
Tebra44.60156
Visual Studio44.60155
Fortra44.60155
Chromecast44.50153
Steam (service)44.40152
Apple Watch44.40152
Chevrolet Bolt44.40152
2023 in American television44.40152
One Big Beautiful Bill Act44.40152
Burning Man44.30150
University of Illinois Urbana-Champaign44.30150
Reliability of Wikipedia44.30150
Affirm Holdings44.30150
Balance sheet44.20148
Deloitte44.20148
History of virtual learning environments in the 1990s44.00146
2022 in the United States44.00146
WarnerMedia43.90144
HDMI43.90144
List of unit testing frameworks43.90144
Microsoft Office 201043.90144
Gig worker43.80142
Video games in China43.70141
Silicon Valley Bank43.70141
DiDi43.70141
Trusted Platform Module43.70140
Gary Gensler43.70140
Linux kernel43.70140
Qwant43.70140
List of people and organizations sanctioned during the Russo-Ukrainian war43.70140
Warren Buffett43.60138
Gretchen Whitmer43.60138
Amazon Prime43.60138
JetBrains43.40136
Signal (software)43.40136
Deepfake43.40136
Proposed acquisition of Warner Bros. Discovery by Paramount Skydance43.40136
Taiwan43.30134
Shopify43.30134
Reddit43.20132
Josh Gottheimer43.20132
Quantinuum43.20132
COVID-19 pandemic in Australia43.20132
Great Resignation43.20132
PwC43.00130
Comparison of operating system kernels43.00130
2022 in American television43.00130
Law of the European Union43.00129
Efforts to ban TikTok in the United States43.00129
Online age verification laws by country43.00129
Data warehouse42.90128
Database42.90128
BlackRock42.90128
HTTP cookie42.90128
Apple TV (streaming service)42.90128
Digital media player42.80126
Political positions of the 2020 Democratic Party presidential primary candidates42.80126
UEFI42.70125
Timeline of quantum computing and communication42.60124
Saudi Arabia42.60124
HubSpot42.60124
App Store (Apple)42.50123
List of mergers and acquisitions by Amazon42.50123
Advance-fee scam42.30120
Software quality42.30120
Economic history of Portugal42.30120
Nintendo 3DS42.30120
2019 in science42.30120
Language model benchmark42.30120
Thomson Reuters42.20118
List of YouTube videos42.20118
Instant messaging42.10117
Near-field communication42.10117
Phishing42.10117
Zendesk42.10117
Ring (company)42.10117
Political positions of Bernie Sanders42.10117
Non-fungible token42.10117
Truth Social42.10117
MacBook Pro (Intel-based)42.10117
Trellix42.00116
2018 in American television42.00116
Topical timeline of Russian interference in the 2016 United States elections42.00116
GPT-4o42.00115
Arizona State University41.90114
Asian Americans41.90114
War on drugs41.90114
2011 in science41.90114
SingleStore41.90114
Microsoft mobile services41.90114
Ro Khanna41.90114
Eldridge Industries41.90114
2021 in science41.90114
List of Kamala Harris 2024 presidential campaign non-political endorsements41.90114
AT&T Mobility41.70112
Marco Rubio41.70112
Roku41.70112
Generation Z in the United States41.70112
COVID-19 pandemic in the Czech Republic41.70112
Government by algorithm41.70112
Six Flags41.70112
New York City41.60111
Transgender rights in the United States41.60111
Text (company)41.60110
MariaDB41.60110
Airbnb41.60110
Pokémon Go41.60110
California housing shortage41.50109
Bill Gates41.40108
The Church of Jesus Christ of Latter-day Saints41.40108
University of Florida41.40108
Education in the United States41.40108
Anti-spam techniques41.40108
Key management41.40108
List of websites founded before 199541.40108
BuzzFeed41.40108
SeatGeek41.40108
Mozilla41.40108
Coinbase41.40108
Trusted execution environment41.40108
Darren Kimura41.40108
Legality of cryptocurrency by country or territory41.40108
Taboola41.40108
2019 in American television41.40108
Apple Intelligence41.40108
Massachusetts41.30107
Startup company41.20106
EBay41.20106
Mattress41.20106
Pegasystems41.20106
Robinhood Markets41.20106
Timeline of investigations into Donald Trump and Russia (January–June 2018)41.20106
Windows 200041.20105
Web scraping41.20105
SiriusXM41.20105
IOS41.20105
Timeline of X41.20105
PlayStation 541.20105
Text-to-video model41.20105
Python (programming language)41.10104
Windows Server 200341.10104
Liberty University41.10104
Carly Fiorina41.10104
Esports41.10104
History of Microsoft SQL Server41.10104
Buy now, pay later41.10104
Environmental policy of the Biden administration41.00103
Haiti40.90102
Howard University40.90102
Caterpillar Inc.40.90102
WeChat40.90102
List of Apple Inc. media events40.90102
Comparison of mobile operating systems40.90102
Travis Kalanick40.90102
2018–2023 United Kingdom higher education strikes40.90102
Tax returns of Donald Trump40.90102
Anduril Industries40.90102
Cribl.io40.90102
Artificial intelligence in India37.25040
List of largest mergers and acquisitions33.62790
Blackstone Inc.32.42280
List of mobile virtual network operators in the United States31.21840
Hewlett-Packard29.91480
Internet access29.71440
Jersey City, New Jersey29.41360
Equinix28.91260
Internet28.61200
Iowa28.51180
Charging station28.41160
Artificial intelligence industry in China28.41160
Economy of Ohio28.31140
Economy of Malaysia28.21110
Content Opportunities

Articles with zero brand presence

Articles rich in Startup ML Founder's topics where none of its tracked brands are mentioned at all: the conversation is happening, and no one owns it. Each is a candidate for legitimate citations, external references, or coverage that earns a mention.

This list is often short: only the segment's most heavily matched articles are tracked, and most of those already mention at least one brand. Persona pages usually surface more.