GPU AI Infrastructure Vendors

Research Computing Director

Top Wikipedia Pages

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.

Download this report (.xlsx)

139Domains Tracked

Research Computing Director_persona.report

ArticleScore

Data center

98.9

Nvidia

93.2

Intel

90.7

Oracle Corporation

87.0

Microsoft

86.9

Articles 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

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 Research Computing Director: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

34K

Articles With Topic Matches

46K

Articles Mentioning Brands

261K

Topic Phrase Matches

539K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Research Computing Director'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.

Article	Blended	Topic Matches	Brand Mentions

Data center	98.9	738	1,520
Nvidia	93.2	891	665
Intel	90.7	392	880
Oracle Corporation	87.0	201	909
Microsoft	86.9	384	560
Big data	86.1	222	756
Supermicro	86.1	460	448
IBM	84.4	165	760
Google	83.7	384	381
Founders Fund	83.6	470	324
Amazon Web Services	82.9	128	756
History of IBM	82.2	129	690
AMD	82.1	406	300
Lenovo	81.6	82	891
Computer security	81.5	103	745
Lustre (file system)	81.1	207	430
Tesla, Inc.	80.9	258	358
Cloudflare	80.6	142	530
Tesla Autopilot	80.3	364	261
Timeline of Amazon Web Services	79.4	147	448
Nokia	79.4	207	350
PCI Express	79.1	144	434
IBM Cloud	78.6	84	600
Glossary of artificial intelligence	78.6	150	400
Xilinx	78.4	208	306
Comparison of user features of messaging platforms	78.0	100	498
Plug-in hybrid	77.9	210	288
Green computing	77.8	150	360
Cisco	77.7	132	390
Criticism of Facebook	77.6	267	234
Generative AI	77.4	325	198
Artificial intelligence	77.3	308	204
Nvidia DGX	77.3	207	270
Netflix	77.2	196	278
List of unicorn startup companies	77.1	103	435
Graphics processing unit	77.0	156	320
Microsoft Azure	76.9	148	328
Transistor count	76.8	98	435
Cloud computing issues	76.3	112	372
List of mergers and acquisitions by Microsoft	76.2	153	294
Apple Inc.	76.1	202	238
Cloud computing	75.9	69	496
Walmart	75.9	109	358
Dell	75.7	71	475
Timeline of computing 2020–present	75.7	234	204
Criticism of Google	75.5	164	255
Itanium	75.4	164	252
Solid-state drive	75.1	153	256
Salesforce	74.7	192	208
2022 in science	74.5	178	214
Glossary of computer science	74.4	104	308
General-purpose computing on graphics processing units	74.4	220	180
Criticism of Huawei	74.3	70	406
Hewlett-Packard	74.2	74	384
Tegra	74.0	180	200
Qualcomm	73.9	186	192
Palantir	73.6	291	134
Cerebras Systems	73.6	161	205
Google Cloud Platform	73.4	116	252
Facebook	73.0	206	160
Floating point operations per second	72.9	145	204
List of data breaches	72.9	155	194
Hard disk drive	72.5	80	296
Broadcom	72.5	129	210
IPv6 deployment	72.4	60	357
Altair Engineering	72.4	180	164
Tensor Processing Unit	72.3	124	210
Peter Thiel	72.0	321	102
LinkedIn	71.8	89	252
Supercomputer	71.6	243	120
CoreWeave	71.6	210	132
Gcore	71.4	95	228
Criticism of Amazon	71.3	230	120
TikTok	71.3	218	124
VMware	71.3	90	236
History of the Internet	71.3	102	216
AI-driven design automation	71.3	102	215
Applications of artificial intelligence	71.2	234	117
Hewlett Packard Enterprise	71.1	136	170
University of Georgia	71.0	184	135
Science and technology in Israel	70.9	140	164
Internet	70.5	120	174
List of largest mergers and acquisitions	70.1	279	90
Novell	70.1	74	234
Ericsson	70.0	35	392
Google DeepMind	70.0	177	123
Starlink	70.0	112	172
Michael Gschwind	69.9	140	145
OpenAI	69.8	240	97
Ethics of artificial intelligence	69.6	183	114
Voice over IP	69.5	66	236
Arm Holdings	69.5	100	175
Amazon (company)	69.4	198	106
Jersey City, New Jersey	69.4	136	138
Synopsys	69.2	136	135
Sun Microsystems	69.0	145	126
List of common misconceptions about science, technology, and mathematics	68.9	260	82
Fujitsu	68.7	81	183
History of virtual learning environments	68.6	58	231
Bright Computing	68.6	85	176
List of Internet pioneers	68.6	126	132
DARPA	68.3	129	126
Linux Foundation	68.2	66	200
Meta Platforms	68.1	210	86
HP Cloud	68.0	54	225
HPE Networking	67.6	60	200
Apache Hadoop	67.6	136	111
Firefox	67.5	42	252
2024 in the United States	67.5	160	98
Climate change and insurance in the United States	67.4	111	125
List of mergers and acquisitions by IBM	67.3	42	246
Gen Digital	67.3	54	207
Tencent	67.3	78	160
Oracle Cloud	67.3	80	156
History of computing hardware	67.3	110	124
Mellanox Technologies	67.3	95	138
List of large language models	67.2	80	154
Intel Xe	67.1	135	105
History of personal computers	67.0	31	294
Cray	67.0	112	119
List of security hacking incidents	66.8	80	147
Cryptocurrency	66.7	184	80
CHIPS and Science Act	66.6	236	66
Wikipedia	66.6	174	82
Corporate social responsibility	66.6	50	200
Samsung Electronics	66.6	73	154
Linux adoption	66.5	76	147
Raspberry Pi	66.4	60	172
Domestic policy of the second Trump administration	66.4	99	120
Stanford University	66.3	58	174
Cybercrime	66.3	59	172
Blockchain	66.3	63	165
Data center management	66.2	52	186
Machine learning	66.2	120	102
Ampere Computing	66.1	63	161
Second presidency of Donald Trump	66.1	100	115
List of mergers and acquisitions by Alphabet	66.0	142	88
Impact of the COVID-19 pandemic on science and technology	66.0	96	117
High-performance computing	66.0	84	128
Linux	65.9	40	215
Alibaba Group	65.9	55	172
List of awards considered the highest in a field	65.9	125	95
Computer cooling	65.8	63	155
Government incentives for plug-in electric vehicles	65.8	74	138
Splunk	65.7	33	240
Xeon Phi	65.7	132	90
Economy of the United States	65.7	100	109
United States	65.6	129	90
Ford Motor Company	65.6	94	113
Ohio State University	65.5	140	84
List of acquisitions by Cisco	65.5	54	165
List of Nvidia graphics processing units	65.5	57	160
2023 in science	65.4	89	115
Silicon Graphics	65.4	87	116
Confidential computing	65.3	50	171
Western Digital	65.3	66	140
Higher education in the United States	65.3	77	125
Google data centers	65.2	78	123
Cloud database	65.1	24	280
Deep learning	65.1	140	80
Facial recognition system	65.1	65	138
Texas	65.1	76	124
IBM Blue Gene	65.1	80	120
CUDA	65.1	90	110
Apptainer	65.1	90	110
DigitalOcean	65.0	120	88
NVLink	65.0	88	110
Field-programmable gate array	64.9	56	150
Kubernetes	64.9	63	138
PayPal	64.9	80	117
AdventHealth	64.9	78	119
Cadence Design Systems	64.8	180	64
Economy of Malaysia	64.7	74	120
List of acquisitions by Hewlett-Packard	64.6	54	148
Mastercard	64.6	60	138
2017 in science	64.6	66	128
Charles Phillips (businessman)	64.5	46	165
RISC-V	64.5	90	102
Blackstone Inc.	64.4	171	63
Volkswagen emissions scandal	64.4	121	81
Computer	64.3	44	165
Linux kernel	64.3	56	140
Zettabyte Era	64.3	69	120
Impact of the Eras Tour	64.1	102	89
Political positions of Hillary Clinton	64.1	70	116
Big Tech	64.0	156	64
OpenCL	64.0	51	144
Avatar (2009 film)	63.8	76	105
Steve Ballmer	63.6	54	132
Mainframe computer	63.6	91	90
Neural network (machine learning)	63.6	66	114
Windows Server 2003	63.6	75	104
Alexandria Ocasio-Cortez	63.5	174	56
Lumen Technologies	63.5	53	132
Groq	63.5	64	115
ChatGPT	63.5	72	106
VAST Data	63.4	28	203
SAP HANA	63.3	21	245
SCO Group	63.1	31	183
Timeline of quantum computing and communication	63.1	54	124
AI data center	63.0	245	41
Dallas	63.0	40	150
Visa Inc.	63.0	112	72
Electric car use by country	63.0	77	95
2025–present global memory supply shortage	63.0	75	96
Streaming media	62.9	36	160
Mirantis	62.7	44	136
ServiceNow	62.7	56	114
Boosteroid	62.5	132	60
Skype	62.5	46	129
List of websites founded before 1995	62.5	88	81
List of semiconductor fabrication plants	62.5	66	100
2025 in science	62.4	126	62
TOP500	62.4	108	69
Micron Technology	62.4	64	100
Blackwell (microarchitecture)	62.3	63	100
History of Google	62.2	102	70
IPhone	62.2	59	104
LG Electronics	62.1	65	96
Toshiba	62.0	36	144
GeForce	62.0	57	104
Red Hat	62.0	62	98
Neural processing unit	62.0	75	85
Anthropic	61.9	94	72
History of video games	61.8	106	65
Simulation	61.8	44	122
Edward Snowden	61.8	71	86
Teradata	61.7	29	162
OpenStack	61.7	50	110
SD-WAN	61.6	38	132
Vertiv	61.6	88	72
2023 in the United States	61.4	138	51
OpenText	61.4	29	156
DigitalBridge	61.4	66	87
Databricks	61.3	27	162
Instant messaging	61.3	43	117
Net neutrality	61.3	82	73
TSMC	61.3	78	76
Google Workspace	61.3	50	104
Gavin Newsom	61.3	59	93
Milvus (vector database)	61.2	18	210
China–United States relations	61.2	97	64
Keysight	61.2	90	68
Citrix Systems	61.2	45	111
Microsoft Copilot	61.2	47	108
Discord	61.1	104	60
Windows 11	61.1	36	128
Intel Core	61.1	48	105
2022 in the United States	61.1	80	73
Tencent Cloud	61.1	56	94
Wikimedia Foundation	61.0	111	57
2024 in science	61.0	74	76
Cohere	61.0	69	80
Julia (programming language)	61.0	64	84
2014 in science	61.0	62	86
Lisa Su	61.0	60	88
Initial public offering of SpaceX	60.9	92	64
Epyc	60.9	78	72
Ubuntu	60.8	25	160
Quantum Corporation	60.8	115	54
Hardware/software co-design	60.8	49	100
Comparison of file systems	60.8	72	76
Internet censorship in China	60.7	56	90
Software-defined networking	60.7	56	90
Open source	60.6	42	108
List of humanitarian aid to Ukraine during the Russo-Ukrainian war	60.6	67	78
List of IBM products	60.5	22	168
Internet Archive	60.5	128	48
Economy of Ohio	60.5	57	86
Open energy system models	60.4	44	103
Middle Eastern Americans	60.4	72	72
Timeline of Internet conflicts	60.4	60	82
Zoom (software)	60.3	128	47
Equinix	60.3	84	64
Power usage effectiveness	60.3	57	84
Timeline of artificial intelligence	60.2	82	64
Economy of metropolitan Detroit	60.2	72	70
Princeton University	60.2	49	92
Asus	60.1	37	112
List of 2010s Super Bowl commercials	60.0	84	61
Ransomware	60.0	46	94
Privacy concerns with social networking services	60.0	66	73
Economy of Iran	60.0	57	81
Cloud management	59.9	24	147
Radio-frequency identification	59.9	78	64
Charlotte, North Carolina	59.9	75	66
Protocol Wars	59.9	46	93
Nvidia GTC	59.8	84	60
DeepSeek (chatbot)	59.8	76	64
Compute Express Link	59.8	44	95
SpaceXAI	59.7	111	48
Adobe Flash	59.7	44	94
SUSE S.A.	59.7	57	78
Novo Nordisk Foundation	59.6	46	90
Artificial intelligence arms race	59.5	168	35
Digital humanities	59.5	76	62
NCAR-Wyoming Supercomputing Center	59.5	55	78
Supercomputing in Europe	59.4	184	32
SingleStore	59.4	21	152
Moore's law	59.4	34	108
Information security	59.4	38	101
Hartford, Connecticut	59.4	42	94
Jensen Huang	59.4	68	66
GeForce RTX 40 series	59.4	48	85
Wearable computer	59.3	20	155
George W. Bush	59.3	85	56
List of packet-switched networks	59.3	60	72
Internet service provider	59.1	36	100
2013 in science	59.0	92	51
E-government	59.0	33	105
Houston	59.0	63	67
Google Gemini	59.0	57	72
AV1	59.0	54	74
Fuzzy concept	58.9	92	50
IT disaster recovery	58.9	34	102
List of Women in Technology International Hall of Fame inductees	58.9	39	93
History of Amazon	58.9	73	59
Enterprise resource planning	58.8	22	137
Inspur Server Series	58.8	102	46
United Airlines	58.8	57	70
History of the World Wide Web	58.7	126	39
Nevada	58.7	78	55
Uniphore	58.7	36	96
Deep Learning Super Sampling	58.7	36	96
Hartree Centre	58.7	66	62
Citizen science	58.7	47	79
Ring (company)	58.7	48	78
Graphics card	58.6	18	154
History of virtual learning environments in the 1990s	58.5	19	146
Windows 2000	58.5	20	140
IBM Db2	58.5	22	132
Verizon Business	58.5	42	84
Folding@home	58.4	34	96
Red Hat Enterprise Linux	58.4	34	96
Oracle NoSQL Database	58.3	30	104
Rackspace Technology	58.3	42	82
2018 in the United States	58.2	89	47
Microsoft Office	58.2	35	92
David Bader (computer scientist)	58.2	70	56
Grok (chatbot)	58.1	122	37
Convolutional neural network	58.1	51	69
List of MOSFET applications	58.0	20	132
Singapore	58.0	54	66
Flash memory	58.0	45	75
AI boom	57.9	114	38
List of Michigan State University people	57.9	84	47
High Efficiency Video Coding implementations and products	57.9	31	96
COVID-19 apps	57.9	74	52
World Wide Web	57.9	40	80
2016 in science	57.8	177	27
Lawrence Berkeley National Laboratory	57.8	162	29
Foxconn	57.8	108	39
Edge computing	57.8	28	102
Juniper Networks	57.8	74	51
IBM Research	57.8	39	81
EarthLink	57.8	48	70
High Efficiency Video Coding	57.7	20	128
Timeline of binary prefixes	57.7	48	69
Comparison of operating system kernels	57.6	19	130
DeepSeek	57.6	112	37
Exascale computing	57.6	100	40
Submarine communications cable	57.5	28	99
Pacific Gas and Electric Company	57.5	58	59
List of file formats	57.4	13	164
Cell (processor)	57.4	68	52
DreamWorks Animation	57.4	33	87
Oregon	57.4	62	55
Timeline of historic inventions	57.3	74	48
Atos	57.3	31	90
Hong Kong Telecom	57.3	40	75
Open Compute Project	57.3	48	66
Microsoft Office 2007	57.2	21	116
Cognitive computer	57.2	26	100
XMPP	57.1	14	152
Oracle Solaris	57.1	15	144
Cloud Native Computing Foundation	57.1	23	108
Nirvanix	57.1	24	105
MySQL	57.1	25	102
Fracking in the United States	57.1	62	53
Colocation centre	57.1	39	74
Alphabet Inc.	57.1	41	72
KKR & Co.	57.1	48	64
Tesla US dealership disputes	57.0	73	47
Qatar Investment Authority	57.0	66	50
History of artificial intelligence	57.0	36	78
Galaxy Digital (company)	57.0	52	60
Computer cluster	57.0	49	62
Digital economy	56.9	28	92
Large language model	56.9	35	78
University of Illinois Urbana-Champaign	56.9	37	75
2021–2023 inflation surge	56.8	68	48
Economic impact of the 2026 Iran war	56.8	66	49
History of hard disk drives	56.8	54	57
Government by algorithm	56.8	55	56
Tesla Autopilot hardware	56.7	117	32
Content delivery network	56.7	33	80
Hardware for artificial intelligence	56.7	33	80
Quadro	56.7	34	78
Virtual Computing Environment	56.7	36	75
SAP Cloud Infrastructure	56.6	16	130
Veeam Backup & Replication	56.6	30	84
Trend Micro	56.6	32	80
Government procurement	56.6	32	80
Indian Americans	56.5	70	45
Load balancing (computing)	56.4	30	82
Xbox	56.4	32	78
Pascal (microarchitecture)	56.4	36	72
Artificial intelligence engineering	56.4	39	68
Huawei	56.3	0	972
List of Iranian Americans	56.3	17	120
Lenovo Yoga	56.3	23	98
Nebius Group	56.3	75	42
RAID	56.3	40	66
High Bandwidth Memory	56.3	42	64
Linear Tape-Open	56.2	21	102
List of unit testing frameworks	56.2	23	96
History of computer animation	56.2	24	93
ADP (company)	56.2	31	78
Summit (company)	56.2	32	76
Vultr	56.2	56	51
HubSpot	56.2	43	62
Nutanix	56.1	24	92
NVM Express	56.1	25	90
Tesla Dojo	56.1	60	48
Nscale	56.1	60	48
Broadcom Corporation	56.1	54	52
PlayStation 3	56.1	44	60
Oracle Database	56.0	14	132
Digital sovereignty	56.0	28	82
Yahoo! Inc. (1995–2017)	56.0	63	46
West Virginia	56.0	40	64
Brocade Communications Systems	56.0	40	64
POWER8	56.0	38	66
Southern Methodist University	55.9	17	114
Xeon	55.9	26	85
Yandex	55.9	33	72
Second Life	55.8	41	61
Virtual assistant	55.8	38	64
Free and open-source software	55.7	24	88
Domain-specific architecture	55.7	48	54
Cloudian	55.7	48	54
United States Department of Energy	55.6	92	33
OpenOffice.org	55.6	25	84
100 Gigabit Ethernet	55.6	25	84
Northern Data	55.6	60	45
List of University of California, Berkeley alumni	55.6	47	54
SAS (software)	55.6	46	55
Digital Realty	55.6	38	63
Medical open network for AI	55.5	14	124
Opal Storage Specification	55.5	28	77
Nintendo Switch 2	55.5	42	58
Blade server	55.3	24	84
Computer hardware	55.3	24	84
COVID-19 drug development	55.2	80	35
Johns Hopkins University	55.2	34	65
Transport Layer Security	55.1	23	84
Eric Schmidt	55.1	59	43
Hopper (microarchitecture)	55.0	64	40
History of cloud computing	55.0	40	56
Grid computing	54.9	20	90
Ryzen	54.9	24	80
University of Utah	54.9	34	62
Dell Software	54.8	13	120
Cloud computing security	54.8	14	114
Virtualization	54.8	18	96
Maglev	54.8	62	40
Shard (database architecture)	54.8	32	64
Publix	54.8	39	56
GeForce RTX 50 series	54.7	20	88
ASUS ProArt	54.7	20	88
Public informatics	54.7	23	80
Artificial intelligence industry in the United Kingdom	54.7	26	73
GoDaddy	54.7	53	44
Secaucus, New Jersey	54.7	50	46
Augmented reality	54.7	33	62
Dynatrace	54.6	13	117
GlobalFoundries	54.6	25	75
Timeline of computer viruses and worms	54.6	28	69
Internap	54.6	28	69
Collabora Online	54.5	14	110
Anaconda (Python distribution)	54.5	22	81
InfiniBand	54.5	39	54
Outline of computer security	54.4	22	80
Ingres (database)	54.4	60	39
Self-Monitoring, Analysis and Reporting Technology	54.4	30	64
RDMA over Converged Ethernet	54.4	36	56
Charles K. Kao	54.3	20	84
Fourth Industrial Revolution	54.3	50	44
Quantinuum	54.3	28	66
Box, Inc.	54.3	42	50
Connecticut	54.2	38	53
Stuxnet	54.2	43	48
AIOps	54.2	33	58
QuEra	54.1	90	28
X86-64	54.1	28	65
United States Patent and Trademark Office	54.1	31	60
Virtual reality	54.1	35	55
Scality	54.1	38	52
F5, Inc.	54.0	15	98
Pennsylvania State University	54.0	29	62
Kevin O'Leary	54.0	41	49
Meteor Lake	54.0	34	56
Cribl.io	53.9	14	102
Videotelephony	53.9	27	65
Magnetic-tape data storage	53.9	30	60
IBM Z	53.9	33	56
ProLiant	53.8	21	76
Platinum Jubilee of Elizabeth II	53.8	54	39
Connected car	53.8	28	62
Wisconn Valley Science and Technology Park	53.7	92	26
PureSystems	53.7	14	100
NetScaler	53.7	18	84
National Medal of Technology and Innovation	53.7	20	78
History of Microsoft SQL Server	53.6	13	104
Lean IT	53.5	22	71
File system	53.4	14	96
Samsung SDS	53.4	16	88
Parallel computing	53.4	63	33
Weehawken, New Jersey	53.4	56	36
YouView	53.4	24	66
Dell EMC Isilon	53.3	13	100
GeForce Now	53.3	16	87
2020 United States federal government data breach	53.3	65	32
Recurrent neural network	53.3	60	34
Riverbed Technology	53.3	21	72
Computer science	53.3	22	69
Aladdin (BlackRock)	53.3	51	38
Outsourcing	53.2	0	665
Android (operating system)	53.2	0	658
Computing	53.2	64	32
Nextpower	53.2	52	37
Economy of Columbus, Ohio	53.1	23	66
List of Durham University people	53.0	62	32
Joe Romm	52.9	61	32
Tesonet	52.8	19	72
Grace Hopper	52.6	96	22
History of Columbia University	52.5	14	86
Software testing	52.3	14	84
Danny Hillis	52.2	96	21
List of artificial intelligence projects	52.1	78	24
Boom Technology	52.1	63	28
Features new to Windows Vista	52.0	16	74
Benoît Laliberté	51.9	14	80
Tariffs in the second Trump administration	51.9	61	28
Gemini (language model)	51.8	70	25
Secure access service edge	51.7	12	86
Fengqi You	51.6	80	22
List of interface bit rates	51.5	12	84
Vulkan	51.4	14	75
Gemini Enterprise Agent Platform	51.3	12	82
Proton Mail	51.3	64	25
Masayoshi Son	50.8	92	18
Ceph (software)	50.5	9	90
ThinkPad	50.2	0	459
AI bubble	49.8	90	16
Laptop	49.7	0	432
Al Gore and information technology	49.4	72	18
Torsten Hoefler	49.4	72	18
History of Facebook	49.3	0	412
Customer relationship management	48.9	0	392
Internet of things	48.6	0	378
List of TCP and UDP port numbers	48.6	0	375
Windows 10	48.4	0	366
Microsoft 365	48.2	0	360
Deployment environment	47.8	6	84
ONTAP	47.7	3	124
Corporate responses to the Russian invasion of Ukraine	47.2	0	318
Tablet computer	47.1	0	315
Wearable technology	47.0	0	309
Chromebook	46.6	0	296
Algorithmic bias	46.6	0	296
Boycott of Russia and Belarus	46.6	0	294
Stargate LLC	46.3	81	11
Sony	45.9	0	272
Carly Fiorina	45.6	0	260
Adobe Inc.	45.3	0	252
List of mobile virtual network operators in the United States	45.3	0	252
McAfee	44.9	0	240
SoFi	44.6	0	232
Windows Vista	44.6	0	231
Smartphone	44.4	0	225
Video game industry	44.4	0	224
MariaDB	44.2	0	220
HDMI	44.1	0	216
Microsoft Office 2010	44.1	0	216
Customer data platform	44.0	0	214
History of YouTube	43.9	0	213
BlackBerry	43.9	0	212
Capital One	43.8	0	210
Business models for open-source software	43.8	0	210
History of bitcoin	43.8	0	210
Nortel	43.7	0	208
Buy now, pay later	43.7	0	208
SAS Institute	43.5	0	201
Software quality	43.4	0	200
Netflix, Inc.	43.4	0	200
Display resolution standards	43.3	0	198
Criticism of Microsoft	43.3	0	196
Trusted Platform Module	43.3	0	196
ChromeOS	43.2	0	195
Dell XPS	43.1	0	192
Twitch (service)	43.1	0	192
Disney+	42.9	0	188
Panasonic	42.8	0	186
X (social network)	42.8	0	186
Xiaomi	42.8	0	186
Online advertising	42.7	0	184
History of Microsoft	42.7	0	184
List of datasets for machine-learning research	42.7	0	184
Hitachi	42.6	0	180
Windows 8	42.6	0	180
Boomi, LP	42.6	0	180
Amazon Alexa	42.6	0	180
Credit card	42.4	0	177
History of Wikipedia	42.4	0	176
Artificial intelligence in marketing	42.4	0	176
Microsoft Dynamics 365	42.4	0	176
UEFI	42.3	0	175
List of acquisitions by Oracle	42.2	0	172
Net neutrality in the United States	42.2	0	171
Cyber threat intelligence	42.1	0	170
AT&T Mobility	42.0	0	168
List of Dragons' Den (British TV programme) offers Series 11-20	41.9	0	166
Personal computer	41.8	0	164
Spotify	41.8	0	164
YouTube	41.7	0	162
Android version history	41.7	0	162
ARM architecture family	41.6	0	160
Video games and Linux	41.6	0	160
Compaq	41.6	0	159
Columbia University	41.5	0	158
Income inequality in the United States	41.5	0	158
BYD Auto	41.5	0	157
Online gambling	41.4	0	156
Digital rights management	41.4	0	156
Mobile security	41.4	0	156
DataStax	41.4	0	156
Tebra	41.4	0	156
Antivirus software	41.4	0	155
Subprime mortgage crisis	41.3	0	154
Chromecast	41.2	0	153
Renault	41.2	0	152
Steam (service)	41.2	0	152
United States labor law	41.2	0	152
One Big Beautiful Bill Act	41.2	0	152
Boeing 787 Dreamliner	41.1	0	150
Elon Musk	41.1	0	150
History of tablet computers	41.1	0	150
T-Mobile US	41.0	0	149
Balance sheet	41.0	0	148
Deloitte	41.0	0	148
Internet privacy	41.0	0	148
RoHS	40.8	0	144
Internet in the United Kingdom	40.8	0	144
Xbox (division)	40.8	0	144
Gemalto	40.6	0	141
Nashville, Tennessee	40.5	0	140
BT Group	40.4	0	138
Motorola Solutions	40.4	0	138
Features new to Windows 8	40.4	0	138
2024 CrowdStrike-related IT outages	40.4	0	138
United Kingdom	40.3	0	136
JetBrains	40.3	0	136
List of chief executive officers	40.2	0	135
2008 financial crisis	40.2	0	135
Microsoft and open source	40.2	0	135
HarmonyOS	40.2	0	135
2020s in fashion	40.2	0	135
Phoenix, Arizona	40.2	0	134
SES (company)	40.2	0	134
Economy of Israel	40.0	0	132
Toyota	40.0	0	132
University College London	40.0	0	132
Etsy	40.0	0	132
Apple TV (device)	40.0	0	132
Ultra-high-definition television	40.0	0	132
Great Resignation	40.0	0	132
Causes of income inequality in the United States	39.9	0	130
Executive compensation in the United States	39.9	0	129
Data warehouse	39.8	0	128
Database	39.8	0	128
Nintendo	39.8	0	128
Business intelligence	39.8	0	128
SAP	39.8	0	128
HTTP cookie	39.8	0	128
Criticism of Tesla, Inc.	39.7	0	127
Silicon Valley	39.7	0	126
Financial risk management	39.7	0	126
Tor (network)	39.7	0	126
ThinkPad X series	39.7	0	126
Oracle Cloud Enterprise Resource Planning	39.7	0	126
Denial-of-service attack	39.6	0	125
Medicare (United States)	39.6	0	125
2000s	39.5	0	124
Fortra	39.5	0	124
Doctor of Medicine	39.4	0	122
Economic impact of the COVID-19 pandemic	39.4	0	122
Advance-fee scam	39.3	0	120
Financial economics	39.3	0	120
Larry Ellison	39.3	0	120
Personal information management	39.3	0	120
Economic history of Portugal	39.3	0	120
List of British Jewish writers	39.3	0	120
Nintendo 3DS	39.3	0	120
Minecraft	39.3	0	120
Cloud-Based Secure File Transfer	39.3	0	120
Intel Management Engine	39.2	0	119
Doctorate	39.1	0	118
BlackBerry Limited	39.1	0	118
Snapchat	39.1	0	118
Phishing	39.1	0	117
Hertz Global Holdings	39.0	0	116
Chevrolet Suburban	39.0	0	116
Fortinet	39.0	0	116
Acquisition of Twitter by Elon Musk	39.0	0	116
Economy of China	38.9	0	115
BBC iPlayer	38.9	0	114
Microsoft mobile services	38.9	0	114
Eldridge Industries	38.9	0	114
2021 in American television	38.9	0	114
2020 in United States politics and government	38.9	0	114
Paycheck Protection Program	38.9	0	114
San Jose, California	38.7	0	112
Mount Sinai Hospital (Manhattan)	38.7	0	112
Sridhar Tayur	38.7	0	112
Generation Z in the United States	38.7	0	112
Computer data storage	38.6	0	111
Windows XP	38.6	0	110
Text (company)	38.6	0	110
Infoblox	38.6	0	110
Gates Foundation	38.4	0	108
Animal testing	38.4	0	108
RightNow Technologies	38.4	0	108
AI safety	38.4	0	108
Chevrolet Silverado	38.3	0	107
Impact of the COVID-19 pandemic on the arts and cultural heritage	38.3	0	107
EBay	38.3	0	106
Kaspersky Lab	38.3	0	106
Pegasystems	38.3	0	106
Next-Generation Secure Computing Base	38.2	0	105
Java version history	38.2	0	105
PlayStation 5	38.2	0	105
Microsoft Windows version history	38.1	0	104
Accessibility	38.1	0	104
Liberty University	38.1	0	104
Cúram Software	38.1	0	104
Smart city	38.1	0	104
South Africa	38.1	0	104
Qlik	38.1	0	104
Xbox One	38.1	0	104
Twitter under Elon Musk	38.1	0	104
Target Corporation	38.0	0	103
Plano, Texas	38.0	0	102
Kinect	38.0	0	102
Actian	38.0	0	102
AI agent	38.0	0	102
Intuit	37.9	0	101
Generation Z	37.9	0	101
Bluetooth	37.8	0	100
Microsoft Outlook	37.8	0	100
List of video games notable for negative reception	37.8	0	100
Reliability of Wikipedia	37.8	0	100
Electronic cigarette	37.8	0	100
Atom (system on a chip)	37.8	0	100
Rocket Software	37.8	0	100
Asus Vivo	37.8	0	100
Department of Government Efficiency	37.8	0	100
MacOS	37.7	0	99
Speech recognition	37.7	0	99
WordPerfect	37.7	0	99
Ubisoft	37.7	0	99
List of Microsoft codenames	37.7	0	99
LTE (telecommunication)	37.7	0	99
Environmental, social, and governance	37.7	0	99
Smartwatch	37.7	0	99
Everpure	37.7	0	99
Honda	37.6	0	98
List of Ig Nobel Prize winners	37.6	0	98
Political positions of Mitt Romney	37.6	0	98
History of self-driving cars	37.6	0	98
Toyota Prius Plug-in Hybrid	37.5	0	97
WarnerMedia	37.5	0	96
Short (finance)	37.5	0	96
Akamai Technologies	37.5	0	96
Newegg	37.5	0	96
Xbox 360	37.5	0	96
Ford Sync	37.5	0	96
Google Chrome	37.5	0	96
WebOS	37.5	0	96
Thunderbolt (interface)	37.5	0	96
List of Italian inventions and discoveries	37.5	0	96
Timeline of Nortel	37.5	0	96
EDreams ODIGEO	37.5	0	96
Features new to Windows 10	37.5	0	96
2023 in the United Kingdom	37.5	0	96
Supply chain management	37.4	0	95
Criticism of Walmart	37.4	0	95
Container Linux	37.4	0	95
2024 in American television	37.4	0	95
General Motors	37.3	0	94
Unmanned aerial vehicle	37.3	0	94
Wi-Fi	37.3	0	94
Providence College	37.3	0	94
Subprime crisis impact timeline	37.3	0	94
Mobile phone	37.3	0	94
List of Wikipedia controversies	37.3	0	94
Doug Burgum	37.3	0	94
Visual Studio	37.2	0	93
Malwarebytes	37.2	0	93
Smart TV	37.2	0	93
Cryptocurrency and crime	37.2	0	93
Economic impact of the COVID-19 pandemic in the United States	37.2	0	93
Detroit	37.1	0	92
USB	37.1	0	92
Honeywell	37.1	0	92
JPMorgan Chase	37.1	0	92
Windows 7	37.1	0	92
Ford Escape	37.1	0	92
Microsoft Surface	37.1	0	92
Citigroup	37.0	0	91
Costco	37.0	0	91
Steward Health Care	37.0	0	91
Digital data	36.9	0	90
PostgreSQL	36.9	0	90
Carnegie Mellon University	36.9	0	90
Trusted Computing	36.9	0	90
African-American history	36.9	0	90
Economy of India	36.9	0	90
Job interview	36.9	0	90
List of English signature songs	36.9	0	90
Chief privacy officer	36.9	0	90
Vertica	36.9	0	90
Stop Online Piracy Act	36.9	0	90
Amazon Echo	36.9	0	90
ShinyHunters	36.9	0	90
Subprime mortgage crisis solutions debate	36.8	0	89
Tesla Model 3	36.8	0	89
Artificial intelligence in India	36.7	504	0
2025 in the United States	35.2	396	0
2026 in the United States	31.9	225	0
Tennessee	31.3	201	0
University of Miami	31.1	195	0
2018 in science	30.9	189	0
SpaceX	30.8	186	0
Iowa	30.5	177	0
SoftBank Group	30.4	174	0
Electric car	30.2	168	0
2012 in science	30.0	162	0
Virginia	29.5	148	0
Hybrid electric vehicle	29.5	148	0
Political positions of Susan Collins	29.2	142	0
Timeline of women's legal rights (other than voting)	29.2	141	0
New Mexico	29.1	140	0
Toyota Prius	29.1	140	0
Google Street View coverage	29.1	138	0
Video game controversies	29.0	136	0
2020s	28.9	135	0
Bulgaria	28.7	129	0
Stony Brook University	28.6	128	0
Economy of Egypt	28.5	126	0
Small modular reactor	28.5	126	0
Timeline of the San Francisco Bay Area	28.5	126	0
University of California, Berkeley	28.4	124	0
Transgender rights in the United States	28.4	124	0
List of African-American women in STEM fields	28.1	118	0
Fuel cell vehicle	28.0	116	0
Plug-in electric vehicle	28.0	116	0
Plug-in electric vehicles in the United States	28.0	116	0
Self-driving truck	28.0	116	0
January–March 2023 in science	28.0	116	0
Massachusetts Institute of Technology	27.9	114	0
Ethanol fuel in the United States	27.9	114	0
Timeline of women's legal rights in the United States (other than voting)	27.8	112	0
List of Chinese spy cases in the United States	27.6	108	0
Regulation of artificial intelligence	27.5	106	0
The Washington Post	27.4	104	0
Kyrsten Sinema	27.3	102	0
PRISM	27.3	102	0
Inflation Reduction Act	27.2	101	0
National Security Agency	27.1	98	0
List of 2017 March for Science locations	27.0	97	0
List of Joe Biden 2020 presidential campaign endorsements	26.9	96	0
Timeline of the second Trump presidency (2026 Q1)	26.9	96	0
Utah State University	26.8	94	0
History of the People's Republic of China	26.8	94	0
Gigafactory Nevada	26.8	94	0
Flexible-fuel vehicle	26.8	93	0
2021 in the United States	26.6	91	0
Illinois	26.6	90	0
University of Michigan	26.6	90	0
Comcast	26.6	90	0
Corporate average fuel economy	26.6	90	0
Internet in the United States	26.6	90	0
Snowden disclosures	26.6	90	0
Deaths in March 2018	26.6	90	0

Content Opportunities

Articles with zero brand presence

Articles rich in Research Computing Director'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.

Article	Topic Matches

Artificial intelligence in India	504
2025 in the United States	396
2026 in the United States	225
Tennessee	201
University of Miami	195
2018 in science	189
SpaceX	186
Iowa	177
SoftBank Group	174
Electric car	168
2012 in science	162
Virginia	148
Hybrid electric vehicle	148
Political positions of Susan Collins	142
Timeline of women's legal rights (other than voting)	141
New Mexico	140
Toyota Prius	140
Google Street View coverage	138
Video game controversies	136
2020s	135
Bulgaria	129
Stony Brook University	128
Economy of Egypt	126
Small modular reactor	126
Timeline of the San Francisco Bay Area	126
University of California, Berkeley	124
Transgender rights in the United States	124
List of African-American women in STEM fields	118
Fuel cell vehicle	116
Plug-in electric vehicle	116
Plug-in electric vehicles in the United States	116
Self-driving truck	116
January–March 2023 in science	116
Massachusetts Institute of Technology	114
Ethanol fuel in the United States	114
Timeline of women's legal rights in the United States (other than voting)	112
List of Chinese spy cases in the United States	108
Regulation of artificial intelligence	106
The Washington Post	104
Kyrsten Sinema	102
PRISM	102
Inflation Reduction Act	101
National Security Agency	98
List of 2017 March for Science locations	97
List of Joe Biden 2020 presidential campaign endorsements	96
Timeline of the second Trump presidency (2026 Q1)	96
Utah State University	94
History of the People's Republic of China	94
Gigafactory Nevada	94
Flexible-fuel vehicle	93
2021 in the United States	91
Illinois	90
University of Michigan	90
Comcast	90
Corporate average fuel economy	90
Internet in the United States	90
Snowden disclosures	90
Deaths in March 2018	90