GPU AI Infrastructure Vendors

Managed Service Builder

Top Wikipedia Pages

Dominant · SE Outbound Links ρ=0.553

AI recommendation signal analysis across 162 domains for the Managed Service Builder persona in GPU AI Infrastructure Vendors.

Download this report (.xlsx)

162Domains Tracked

4.3MReddit Posts

23KWikipedia Articles

1.9MOpen Web Matches

Managed Service Builder_persona.report

ArticleScore

Data center

95.4

Nvidia

92.7

Microsoft

89.0

Intel

88.6

IBM Cloud

85.7

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 Managed Service Builder: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

23K

Articles With Topic Matches

35K

Articles Mentioning Brands

200K

Topic Phrase Matches

465K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Managed Service Builder'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	95.4	410	1,368
Nvidia	92.7	891	570
Microsoft	89.0	480	560
Intel	88.6	490	528
IBM Cloud	85.7	252	600
Supermicro	85.6	460	384
Lenovo	84.8	164	729
Oracle Corporation	84.7	268	505
AMD	84.3	348	400
Founders Fund	82.9	658	216
Apple Inc.	82.5	303	357
Timeline of Amazon Web Services	81.8	294	336
Dell	81.0	213	380
List of unicorn startup companies	80.9	309	290
Cisco	80.8	198	390
Netflix	80.3	294	278
List of data breaches	80.0	465	194
OpenStack	79.1	125	440
Microsoft Azure	78.9	185	328
Computer security	78.1	103	447
PCI Express	78.1	108	434
Nvidia DGX	78.1	184	297
List of TCP and UDP port numbers	77.6	45	750
Novell	77.4	111	390
Amazon Web Services	77.4	256	216
Huawei	76.9	89	432
Criticism of Google	76.8	328	170
List of mergers and acquisitions by IBM	76.6	105	369
Big data	76.5	222	216
IBM	76.4	55	570
Tesla, Inc.	75.9	258	179
Nokia	75.9	207	210
Lumen Technologies	75.7	106	330
Jersey City, New Jersey	75.7	136	276
Cloudflare	75.4	284	159
Comparison of user features of messaging platforms	75.4	100	332
Cryptocurrency	75.3	276	160
Solid-state drive	75.2	102	320
List of mergers and acquisitions by Microsoft	75.2	204	196
Walmart	74.9	218	179
Tensor Processing Unit	74.9	217	180
Samsung Electronics	74.8	73	385
VMware	74.4	135	236
Transistor count	74.2	98	290
Green computing	74.0	90	300
Gcore	74.0	133	228
Cloud computing	73.8	115	248
2024 in the United States	73.8	160	196
Glossary of artificial intelligence	73.4	200	160
Hewlett-Packard	73.2	148	192
List of acquisitions by Oracle	73.0	63	344
CoreWeave	72.9	240	132
Boycott of Russia and Belarus	72.9	137	196
Peter Thiel	72.5	321	102
Economy of Ohio	72.5	57	344
Cerebras Systems	72.4	161	164
Kaspersky Lab	72.3	110	212
Tegra	72.0	72	275
BYD Auto	72.0	160	157
Sun Microsystems	72.0	145	168
Ford Motor Company	71.9	94	226
Palantir	71.8	194	134
RISC-V	71.8	108	204
Generative AI	71.7	195	132
Mirantis	71.5	132	170
Google	71.3	192	127
Lustre (file system)	71.3	92	215
Unisys	71.3	126	171
Qualcomm	71.2	186	128
Linux Foundation	71.2	99	200
Intelisys	71.2	108	188
Internet of things	71.0	69	252
History of YouTube	70.8	85	213
Oracle Cloud	70.6	128	156
Xilinx	70.6	130	153
General-purpose computing on graphics processing units	70.5	140	144
Alibaba Group	70.5	110	172
OpenAI	70.4	240	97
Artificial intelligence	70.2	385	68
Tesla Autopilot	70.2	273	87
Red Hat	70.1	62	245
Ethics of artificial intelligence	70.1	183	114
Arm Holdings	70.1	100	175
Netflix, Inc.	69.9	80	200
Equinix	69.9	84	192
Kubernetes	69.7	63	230
Juniper Networks	69.6	111	153
Itanium	69.5	123	140
Internet	68.8	80	174
Plug-in hybrid	68.8	105	144
Cloud database	68.7	48	245
Glossary of computer science	68.6	52	231
Spotify	68.6	85	164
Cybercrime	68.6	118	129
Broadcom	68.5	129	120
IPv6 deployment	68.4	60	204
Twitch (service)	68.4	65	192
Ampere Computing	68.4	84	161
Confidential computing	68.3	50	228
List of mergers and acquisitions by Alphabet	68.2	71	176
Floating point operations per second	68.2	87	153
Citrix Systems	68.1	90	148
Synopsys	68.1	102	135
Criticism of Huawei	68.0	70	174
Facebook	67.9	206	80
Gen Digital	67.9	54	207
Graphics processing unit	67.9	78	160
Databricks	67.7	27	324
Arista Networks	67.7	110	122
History of IBM	67.5	43	230
VAST Data	67.4	112	116
Salesforce	67.3	128	104
Asus	67.1	111	112
Science and technology in Israel	66.9	35	246
National Security Agency	66.9	98	120
Hard disk drive	66.8	40	222
Inspur Server Series	66.8	102	115
Cloud storage	66.5	48	189
Mellanox Technologies	66.4	95	115
List of acquisitions by Cisco	66.1	54	165
HPE Networking	65.9	40	200
Western Digital	65.9	66	140
E-government	65.9	99	105
Hewlett Packard Enterprise	65.8	102	102
Data center management	65.8	78	124
Quantum Corporation	65.7	92	108
Bare-metal server	65.6	60	144
Windows Vista	65.5	38	198
Google Street View coverage	65.4	138	78
AI-driven design automation	65.4	68	129
Bill Gates	65.3	86	108
List of largest mergers and acquisitions	65.0	279	45
McAfee	65.0	55	144
Raspberry Pi	64.9	30	215
Blackstone Inc.	64.9	171	63
Ubuntu	64.8	25	240
SoftBank Group	64.7	174	61
Computer cooling	64.6	63	124
Hybrid electric vehicle	64.6	74	111
Internet access	64.5	72	112
Blackwell (microarchitecture)	64.5	84	100
Ericsson	64.4	70	112
Kaseya	64.3	50	140
Avatar (2009 film)	64.3	76	105
Timeline of computing 2020–present	64.2	78	102
Microsoft Copilot	64.1	47	144
ChatGPT	64.1	72	106
Alexandria Ocasio-Cortez	64.0	174	56
Cloud Native Computing Foundation	64.0	46	144
Foxconn	63.9	108	78
Smart city	63.9	72	104
Initial public offering of SpaceX	63.7	138	64
Windows Server 2003	63.7	50	130
Cadence Design Systems	63.6	135	64
Comcast	63.6	90	85
Amazon Elastic Compute Cloud	63.6	60	114
Blockchain	63.6	63	110
Electric car use by country	63.6	77	95
Windows 11	63.5	36	160
Visa Inc.	63.5	112	72
Intel Xe	63.5	90	84
United Airlines	63.4	114	70
LinkedIn	63.4	89	84
GlobalFoundries	63.3	50	125
2016 in American television	63.3	89	83
Jensen Huang	63.2	68	99
CHIPS and Science Act	63.1	118	66
Seagate Technology	62.9	82	84
YouTube	62.8	85	81
Steam (service)	62.7	34	152
Nvidia GTC	62.7	84	80
LG Electronics	62.7	65	96
SAP HANA	62.7	63	98
AI data center	62.6	210	41
Ingram Micro	62.6	25	184
Zettabyte Era	62.5	46	120
Power usage effectiveness	62.5	76	84
Toyota Prius	62.5	70	89
AI boom	62.4	228	38
List of security hacking incidents	62.4	160	49
History of video games	62.3	106	65
New Jersey	62.3	71	86
Cirque du Soleil	62.3	67	90
Everpure	62.2	102	66
Michael Gschwind	62.1	120	58
PostgreSQL	62.1	36	135
Ohio State University	62.0	70	84
History of virtual learning environments	61.9	29	154
DELMIA	61.9	64	88
Neural network (machine learning)	61.8	44	114
List of acquisitions by Hewlett-Packard	61.8	81	74
TSMC	61.8	78	76
Moore's law	61.7	34	135
Criticism of Microsoft	61.7	53	98
Jeep Grand Cherokee	61.6	34	132
Workday, Inc.	61.6	72	78
Chromecast	61.5	49	102
2024 in science	61.5	74	76
Lisa Su	61.5	60	88
Internet service provider	61.4	36	125
Trusted Platform Module	61.3	23	168
Alibaba Cloud	61.3	54	93
List of semiconductor fabrication plants	61.3	66	80
AV1	61.2	27	148
Virtual Computing Environment	61.2	72	75
Rackspace Technology	61.2	63	82
Mercedes-Benz Group	61.1	53	92
Trend Micro	61.1	64	80
Aladdin (BlackRock)	61.0	68	76
DigitalOcean	60.9	144	44
Internet Archive	60.9	128	48
Cloud-computing comparison	60.9	42	105
Impact of the COVID-19 pandemic on science and technology	60.9	64	78
Zoom (software)	60.8	128	47
Hitachi	60.8	34	120
Red Hat Enterprise Linux	60.8	34	120
American Express	60.7	68	73
Summit (company)	60.7	64	76
History of the Internet	60.6	68	72
Nutanix	60.6	48	92
Voice over IP	60.5	33	118
SCO Group	60.4	31	122
Autodesk	60.4	37	108
List of 2010s Super Bowl commercials	60.4	84	61
AI agent	60.4	40	102
Vertiv	60.4	66	72
Linux adoption	60.3	38	105
DeepSeek (chatbot)	60.3	76	64
High Bandwidth Memory	60.3	56	80
Google Workspace	60.2	100	52
Azure Maps	60.2	32	116
Fujitsu	60.2	81	61
Jeff Bezos	60.2	82	60
Apache Hadoop	60.1	34	111
Novo Nordisk Foundation	60.1	46	90
Hartford, Connecticut	60.0	42	94
Capital One	60.0	64	70
New Mexico	59.9	70	65
OVHcloud	59.9	54	78
HP ConvergedSystem	59.8	80	58
NVLink	59.7	66	66
Software-defined networking	59.6	42	90
2025–present global memory supply shortage	59.5	100	48
Houston	59.5	63	67
Snowflake Inc.	59.5	44	86
Mastercard	59.5	60	69
Tor (network)	59.5	45	84
History of Google	59.4	153	35
History of Amazon	59.4	73	59
Windows 7	59.4	39	92
Call centre	59.3	18	156
Intel Core	59.3	32	105
Google DeepMind	59.2	118	41
Business models for open-source software	59.2	31	105
Nevada	59.2	78	55
Public informatics	59.2	46	80
Lenovo Yoga	59.0	23	126
NVM Express	59.0	25	120
Vultr	59.0	84	51
Cray	59.0	56	68
List of Nvidia graphics processing units	58.8	19	140
Splunk	58.8	33	96
Justin Cappos	58.7	31	100
Schneider Electric	58.7	58	64
List of MOSFET applications	58.6	20	132
Colocation centre	58.6	26	111
Fandom (website)	58.5	98	43
X86-64	58.5	28	104
Network function virtualization	58.5	30	99
Atos	58.5	62	60
OpenCL	58.4	17	144
History of Linux	58.4	34	90
EarthLink	58.3	48	70
RDMA over Converged Ethernet	58.2	36	84
GeForce	58.1	19	130
Field-programmable gate array	58.1	42	75
Baidu	58.1	46	70
Xeon Phi	58.1	44	72
List of file formats	58.0	13	164
Graphics card	58.0	18	132
Visual Studio	58.0	20	124
Epyc	58.0	65	54
Pacific Gas and Electric Company	58.0	58	59
Microsoft PowerPoint	58.0	40	76
Internet censorship in China	58.0	56	60
Santa Cruz Operation	58.0	46	69
Cloudian	57.9	64	54
SUSE S.A.	57.9	38	78
All Hands and Hearts	57.9	38	78
Oregon	57.8	62	55
Streaming media	57.8	36	80
Mitch Daniels	57.8	39	76
List of IBM products	57.7	22	112
MySQL	57.7	25	102
Lehman Brothers	57.7	32	86
Iberdrola	57.6	74	47
Pittsburgh	57.6	36	78
Kentucky	57.6	47	65
Charles Phillips (businessman)	57.6	46	66
GeForce RTX 40 series	57.5	24	102
CUDA	57.5	30	88
100 Gigabit Ethernet	57.4	25	98
Actifio	57.4	26	96
Boosteroid	57.3	132	30
Tencent Cloud	57.3	70	47
Economic impact of the 2026 Iran war	57.3	66	49
Micron Technology	57.2	64	50
Proton Mail	57.2	64	50
IBM storage	57.2	32	81
ASUS ProArt	57.1	20	110
Shard (database architecture)	57.1	32	80
Deep learning	57.0	84	40
Features new to Windows 10	57.0	24	96
Machine learning	57.0	60	51
Suning.com	56.9	29	84
SES (company)	56.9	40	67
Samsung	56.9	51	56
Cloud-Based Secure File Transfer	56.8	11	160
Anthropic	56.8	94	36
TraceSecurity	56.8	27	87
History of computing hardware	56.8	44	62
High-performance computing	56.8	42	64
GameStop	56.7	66	46
Simulation	56.7	44	61
Smartphone patent wars	56.7	45	60
Bright Computing	56.6	68	44
PlayStation 3	56.6	44	60
Mainframe computer	56.5	65	45
Yahoo! Inc. (1995–2017)	56.5	63	46
History of hard disk drives	56.4	81	38
Vanta (company)	56.4	42	61
Computer data storage	56.2	17	111
Jennifer Granholm	56.2	66	43
High Efficiency Video Coding implementations and products	56.1	31	72
Financial adviser	56.0	21	94
Hydrogen vehicle	56.0	70	40
History of Yahoo	56.0	64	43
Fog computing	56.0	52	50
Linux kernel version history	55.9	20	96
Cohere	55.9	69	40
Blade server	55.9	24	84
Computer hardware	55.9	24	84
Pascal (microarchitecture)	55.9	24	84
ServiceNow	55.9	28	76
Oracle Solaris	55.9	30	72
Northern Virginia	55.9	52	49
NetSuite	55.9	32	69
Norfolk Southern Railway	55.9	34	66
Galaxy Digital (company)	55.9	39	60
Intel Active Management Technology	55.8	17	105
Wearable computer	55.7	20	93
Humanitarian response by for-profit organisations to the 2010 Haiti earthquake	55.7	49	50
New Hampshire	55.7	41	57
Vehicular automation	55.6	48	50
Ryzen	55.5	24	80
SD-WAN	55.5	57	44
Business continuity planning	55.5	50	48
History of cloud computing	55.5	40	56
Verizon Business	55.4	105	28
Vodafone	55.4	45	51
Windows Server 2008 R2	55.4	36	60
List of Linux adopters	55.4	36	60
IBM Db2	55.3	11	132
Key management	55.3	15	108
DreamHost	55.3	15	108
Birch Communications	55.3	15	108
Boomi, LP	55.3	15	108
Deep Learning Super Sampling	55.3	18	96
Comparison of file systems	55.3	18	95
Timeline of Internet conflicts	55.3	60	41
RAID	55.2	20	88
Linear Tape-Open	55.2	21	85
Xbox	55.2	64	39
Peering	55.2	30	66
Fuel cell	55.2	46	49
Sarah Ferguson	55.2	44	51
GoDaddy	55.1	53	44
GigaSpaces	55.1	34	60
Open coopetition	55.0	20	86
Green vehicle	54.9	38	54
Tesla Autopilot hardware	54.8	78	32
List of Dell ownership activities	54.8	26	70
Enron	54.8	34	58
Nio Inc.	54.8	35	57
Instacart	54.7	46	46
Hardware for artificial intelligence	54.7	44	48
Connecticut	54.7	38	53
Rwanda	54.7	41	50
HostPapa	54.6	64	36
Nvidia Parabricks	54.6	24	72
SpaceXAI	54.5	111	24
Grok (chatbot)	54.5	61	37
Kevin O'Leary	54.5	41	49
Veeam	54.4	23	72
8x8	54.4	29	62
Dell EMC Isilon	54.4	39	50
Lawrence Berkeley National Laboratory	54.2	81	29
Stratoscale	54.2	65	34
Oracle NoSQL Database	54.2	20	78
Satya Nadella	54.2	48	42
Microsoft and open source	54.2	34	54
Web.com	54.1	26	64
Skype	54.1	46	43
Fastly	54.0	44	44
GeForce Now	53.9	16	87
OpenDNS	53.9	17	84
Oracle Cloud Enterprise Resource Planning	53.9	17	84
Silicon Graphics	53.9	29	58
BT Group	53.9	40	46
RDNA (microarchitecture)	53.9	34	52
SAML-based products and services	53.8	21	72
Supply chain attack	53.8	52	38
Partners Group	53.8	30	56
IT disaster recovery	53.8	34	51
Xbox (division)	53.8	37	48
Neural processing unit	53.7	60	34
Albuquerque, New Mexico	53.7	30	55
Mac Mini	53.7	31	54
NCAR-Wyoming Supercomputing Center	53.7	33	52
Transformation of the United States Army	53.7	33	52
Nextpower	53.6	52	37
Health technology	53.6	26	60
DARPA	53.5	43	42
Larry Page	53.5	40	44
Text (company)	53.5	29	55
Veeam Backup & Replication	53.4	10	112
Dedicated hosting service	53.4	12	99
Business Support and Control System	53.4	14	90
Scorpion (company)	53.4	16	82
David Bader (computer scientist)	53.4	28	56
Gemalto	53.4	36	47
Quadro	53.3	17	78
Pat Gelsinger	53.3	25	60
Teradata	53.3	29	54
Bosch (company)	53.3	34	48
DevOps	53.3	34	48
Apple Intelligence	53.2	50	36
Six Flags	53.2	27	56
Workforce management	53.1	7	135
Apache CloudStack	53.0	30	51
Social enterprise	52.9	17	74
Environmental impact of Apple Inc.	52.9	56	32
Steve Ballmer	52.9	54	33
GeForce RTX 50 series	52.9	20	66
Bitcoin	52.9	48	36
Windows Mobile	52.9	25	57
Versata	52.9	32	48
2U (company)	52.9	31	49
HP CloudSystem	52.8	45	37
Digital sovereignty	52.7	14	82
Peter Corsell	52.7	62	29
Folding@home	52.7	17	72
Bechtel	52.7	43	38
HCL Notes	52.7	36	43
Google Drive	52.7	34	45
Data engineering	52.6	11	96
Broadcom Corporation	52.6	27	52
Data sovereignty	52.6	38	41
GPU virtualization	52.6	33	45
AdvancedMD	52.6	32	46
Xeon	52.5	13	85
Comparison of file hosting services	52.5	25	54
Hardware/software co-design	52.5	28	50
Gluster	52.4	13	84
IHeartMedia	52.4	44	36
IBM Blue Gene	52.4	32	45
Tariffs in the second Trump administration	52.3	61	28
BTG Pactual	52.3	25	53
List of S&P 500 companies	52.3	35	42
Opal Storage Specification	52.3	28	49
Features new to Windows XP	52.2	9	104
Windows 10 version history	52.2	22	57
Compute Express Link	52.2	22	57
Robotic process automation	52.2	24	54
Lunavi	52.2	39	38
Next Unit of Computing	52.1	18	65
Neo4j	52.1	40	37
Cognitive computer	52.0	13	80
Dell Software	52.0	13	80
Stockpoint	52.0	18	64
Embraer E-Jet E2 family	52.0	18	64
Lordstown Assembly	52.0	48	32
Rockchip	51.9	16	68
Cloud computing security	51.9	21	57
History of Microsoft Exchange Server	51.7	12	81
BroadVoice	51.7	46	32
Destiny 2	51.7	44	33
ONTAP	51.6	6	124
Virtualization	51.6	9	96
Kamatera	51.6	60	26
Mark B. Templeton	51.6	17	63
Tesla Dojo	51.6	45	32
JetBrains	51.5	15	68
Peregrine Systems	51.5	18	60
OrionVM	51.4	12	78
BT Global Services	51.4	48	30
Extract, transform, load	51.3	8	100
OpenNebula	51.2	12	76
Stephen Elop	51.2	53	27
Infoblox	51.1	69	22
List of mergers and acquisitions by Intel	51.1	62	24
Non-standard RAID levels	51.0	15	64
Microsoft Dynamics 365	50.6	0	440
TOP500	50.6	60	23
Intel vPro	50.5	9	84
List of computer security certifications	50.5	9	84
National Medal of Technology and Innovation	50.4	10	78
Intel GMA	50.4	10	78
Marvell Technology	50.2	56	23
Internap	50.2	56	23
Nebius Group	50.0	105	14
CICS	50.0	10	74
Epik	49.8	68	19
Digital Realty	49.6	57	21
DataDirect Networks	49.6	11	66
Windows Server 2008	49.4	10	69
Comparison of accounting software	49.2	7	84
Windows 10	49.1	0	366
Kaspersky and the Russian government	49.1	60	19
ThinkPad	48.9	0	357
Zayo Group	48.8	66	17
SoFi	48.6	0	348
CPUID	48.6	8	72
VMware ESX	48.6	8	72
Laptop	48.4	0	336
First Focus	48.4	6	84
Stargate LLC	48.3	108	11
History of Facebook	47.7	0	309
Microsoft 365	47.4	0	300
HDMI	47.1	0	288
Outsourcing	47.0	0	285
Boom Technology	47.0	63	14
Android (operating system)	46.9	0	282
UEFI	45.9	0	250
Milvus (vector database)	45.6	0	240
Arizona State University	45.1	0	228
Smartphone	45.0	0	225
Dell XPS	45.0	0	224
Deloitte	44.9	0	222
Algorithmic bias	44.9	0	222
List of male underwear models	44.9	69	10
Linux	44.7	0	215
Corporate responses to the Russian invasion of Ukraine	44.5	0	212
Nashville, Tennessee	44.5	0	210
Tablet computer	44.5	0	210
History of personal computers	44.5	0	210
Wearable technology	44.3	0	206
Cognizant	44.0	0	198
Ram pickup	44.0	0	198
Honda	43.9	0	196
Digital rights management	43.9	0	195
Fiat 500 (2007)	43.8	0	194
ARM architecture family	43.7	0	192
Bank of America	43.6	0	190
History of Microsoft	43.4	0	184
List of datasets for machine-learning research	43.4	0	184
State Farm	43.3	0	182
Microsoft Office 2010	43.2	0	180
Ceph (software)	43.2	0	180
Windows 8	43.2	0	180
Socially responsible investing	43.1	0	178
Stanford University	42.9	0	174
Starlink	42.8	0	172
Firefox	42.6	0	168
AT&T Mobility	42.6	0	168
Shell plc	42.6	0	168
History of smartphones	42.6	0	168
List of Microsoft codenames	42.5	0	165
Dodge Caravan	42.4	0	164
Android version history	42.3	0	162
High Efficiency Video Coding	42.2	0	160
Compaq	42.2	0	159
BlackBerry	42.2	0	159
Amazon Prime Video	42.1	0	158
Income inequality in the United States	42.1	0	158
List of retailers affected by the retail apocalypse	42.1	0	158
McDonald's	42.0	0	156
Comparison of operating system kernels	42.0	0	156
DataStax	42.0	0	156
Tebra	42.0	0	156
Antivirus software	42.0	0	155
Fortra	42.0	0	155
Renault	41.8	0	152
2023 in American television	41.8	0	152
List of chief executive officers	41.7	0	150
Balance sheet	41.6	0	148
Internet privacy	41.6	0	148
Chromebook	41.6	0	148
History of virtual learning environments in the 1990s	41.5	0	146
Darren Kimura	41.3	0	144
Alfa Romeo Giulia (2015)	41.2	0	142
Video games in China	41.2	0	141
Energy in Ohio	41.2	0	141
SUV	41.1	0	140
Linux kernel	41.1	0	140
Asus Vivo	41.1	0	140
Peloton Interactive	41.1	0	140
Features new to Windows 8	41.0	0	138
Microsoft Surface	41.0	0	138
2024 CrowdStrike-related IT outages	41.0	0	138
Sony	40.9	0	136
Selena Gomez	40.9	0	136
Adaptive cruise control	40.9	0	136
Private transfer fee	40.9	0	136
HMD Global	40.9	0	136
2020s in fashion	40.8	0	135
Economy of Mexico	40.8	0	134
Phoenix, Arizona	40.8	0	134
Dodge Charger (2006)	40.8	0	134
Air Canada	40.6	0	132
Low-cost carrier	40.6	0	132
SolarWinds	40.6	0	132
Ultra-high-definition television	40.6	0	132
List of large language models	40.6	0	132
History of Microsoft SQL Server	40.5	0	130
2022 in American television	40.5	0	130
2017 in American television	40.4	0	129
Data warehouse	40.4	0	128
Database	40.4	0	128
Western Governors University	40.4	0	128
Criticism of Tesla, Inc.	40.3	0	127
MSN	40.2	0	126
Financial risk management	40.2	0	126
List of mobile virtual network operators in the United States	40.2	0	126
Display resolution standards	40.2	0	126
Anna Sui	40.1	0	124
Silicon Wadi	40.1	0	124
HubSpot	40.1	0	124
Gender pay gap	40.1	0	124
Personal computer	40.0	0	123
Acquisition of Time Warner by AT&T	40.0	0	122
Advance-fee scam	39.8	0	120
Economic history of Portugal	39.8	0	120
Microsoft SQL Server	39.8	0	120
Nintendo 3DS	39.8	0	120
Racial inequality in the United States	39.8	0	120
Intel Management Engine	39.8	0	119
Columbus, Ohio	39.7	0	118
BlackBerry Limited	39.7	0	118
Applications of artificial intelligence	39.6	0	117
Hertz Global Holdings	39.6	0	116
2018 in American television	39.6	0	116
Mercedes-Benz S-Class	39.4	0	114
BBC iPlayer	39.4	0	114
SingleStore	39.4	0	114
2021 in American television	39.4	0	114
Comparison of platform virtualization software	39.3	0	112
Sridhar Tayur	39.3	0	112
Qwant	39.3	0	112
Generation Z in the United States	39.3	0	112
Vonage	39.2	0	111
Features new to Windows Vista	39.2	0	111
Data loss prevention software	39.2	0	111
Massachusetts Institute of Technology	39.1	0	110
MariaDB	39.1	0	110
John F. Kennedy International Airport	39.0	0	108
Xen	39.0	0	108
The Office (American TV series)	39.0	0	108
ThinkPad X series	39.0	0	108
Coinbase	39.0	0	108
Tubi	39.0	0	108
2019 in American television	39.0	0	108
Automotive industry in Argentina	39.0	0	108
Chevrolet Silverado	38.9	0	107
Customer data platform	38.9	0	107
Impact of the COVID-19 pandemic on the arts and cultural heritage	38.9	0	107
EBay	38.8	0	106
Lexus	38.7	0	105
Windows 2000	38.7	0	105
Bayer	38.7	0	105
Lenovo smartphones	38.7	0	105
Microsoft Windows version history	38.7	0	104
List of Puerto Ricans	38.7	0	104
Accessibility	38.7	0	104
List of University of Texas at Austin alumni	38.7	0	104
Qlik	38.7	0	104
Lockheed Martin F-35 Lightning II procurement	38.7	0	104
Xbox One	38.7	0	104
Buy now, pay later	38.7	0	104
JetBlue	38.6	0	103
Security engineering	38.5	0	102
Johnson & Johnson	38.5	0	102
San Francisco International Airport	38.5	0	102
Kinect	38.5	0	102
2012 in American television	38.5	0	102
2013 in science	38.5	0	102
Anduril Industries	38.5	0	102
Bluetooth	38.3	0	100
401(k)	38.3	0	100
Shenzhen	38.3	0	100
Bethesda Softworks	38.3	0	100
Microsoft Outlook	38.3	0	100
Christopher Cox	38.3	0	100
List of video games notable for negative reception	38.3	0	100
Reliability of Wikipedia	38.3	0	100
Video games and Linux	38.3	0	100
PowerShell	38.3	0	100
History of tablet computers	38.3	0	100
Resort fee	38.3	0	100
VinFast	38.3	0	100
LTE (telecommunication)	38.3	0	99
Environmental, social, and governance	38.3	0	99
Smartwatch	38.3	0	99
Customer relationship management	38.2	0	98
Honda Fit	38.2	0	98
529 plan	38.2	0	98
Zipcar	38.2	0	98
Xfinity	38.2	0	98
LGBTQ rights in the United States	38.2	0	98
Rick Scott	38.2	0	98
WarnerMedia	38.0	0	96
ING Group	38.0	0	96
RoHS	38.0	0	96
File system	38.0	0	96
Delta Sigma Theta	38.0	0	96
List of unit testing frameworks	38.0	0	96
Chris Brown	38.0	0	96
HTTP cookie	38.0	0	96
Newegg	38.0	0	96
Google Chrome	38.0	0	96
Thunderbolt (interface)	38.0	0	96
2017 in science	38.0	0	96
Acquisition of 21st Century Fox by Disney	38.0	0	96
Dell Technologies	37.9	0	95
General Motors	37.8	0	94
Adobe Flash	37.8	0	94
Salem, Massachusetts	37.8	0	94
Richard Blumenthal	37.8	0	94
Timeline of women's legal rights (other than voting)	37.8	0	94
Honda Civic (ninth generation)	37.8	0	94
2018 in the United States	37.8	0	94
Disney+	37.8	0	94
High Point, North Carolina	37.7	0	93
Roblox	37.7	0	93
Smart TV	37.7	0	93
Medical open network for AI	37.7	0	93
Microsoft Office	37.7	0	92
NTFS	37.7	0	92
Chrysler 300	37.7	0	92
Online advertising	37.7	0	92
Mobile operating system	37.7	0	92
Steward Health Care	37.6	0	91
GeForce RTX 30 series	37.6	0	91
Trusted Computing	37.5	0	90
Job interview	37.5	0	90
United States	37.5	0	90
RuPaul's Drag Race	37.5	0	90
High-frequency trading	37.5	0	90
Atom (system on a chip)	37.5	0	90
Amazon Alexa	37.5	0	90
Jeep Wrangler (JL)	37.5	0	90
ShinyHunters	37.5	0	90
University of California, Berkeley	37.4	0	89
Subaru Outback	37.4	0	89
Artificial intelligence in India	37.3	560	0
Lucent Technologies	37.3	0	88
Windows XP	37.3	0	88
Dish Network	37.3	0	88
Virtual private network	37.3	0	88
PepsiCo	37.3	0	88
Apple TV (device)	37.3	0	88
Microsoft Store	37.3	0	88
Artificial intelligence in marketing	37.3	0	88
History of AT&T	37.3	0	88
Microsoft Mobile	37.3	0	88
Great Resignation	37.3	0	88
Mitel	37.2	0	87
Rich Communication Services	37.2	0	87
Economy of Puerto Rico	37.2	0	87
HP Information Management Software	37.2	0	87
Heartbleed	37.2	0	87
Nintendo Switch 2	37.2	0	87
Subaru Forester	37.1	0	86
Garmin	37.1	0	86
Ultra Music Festival	37.1	0	86
Blu-ray	37.1	0	86
Touchpoint	37.1	0	86
List of S&P 400 companies	37.1	0	86
Adore Me	37.1	0	86
Online age verification laws by country	37.1	0	86
Ultimate Fighting Championship	37.0	0	85
Washington Mutual	37.0	0	85
Windows 10 editions	37.0	0	85
Siemens	36.9	0	84
USB flash drive	36.9	0	84
Computer Associates	36.9	0	84
Lexmark	36.9	0	84
Hybrid Synergy Drive	36.9	0	84
Comparison of Linux distributions	36.9	0	84
LiveRamp	36.9	0	84
Morningstar, Inc.	36.9	0	84
DisplayPort	36.9	0	84
Digital media player	36.9	0	84
List of scams	36.9	0	84
Duolingo	36.9	0	84
Scott Gottlieb	36.9	0	84
Chery	36.8	0	83
Passive management	36.7	0	82
Space colonization	36.7	0	82
New York University Tandon School of Engineering	36.7	0	82
Danone	36.7	0	82
Berklee College of Music	36.7	0	82
ITT Technical Institute	36.7	0	82
Health savings account	36.7	0	82
Home Depot	36.7	0	82
Economy of Portugal	36.7	0	82
Samsung Galaxy S III	36.7	0	82
Anti-spam techniques	36.6	0	81
BNY	36.6	0	81
Microsoft Office 2013	36.6	0	81
Volkswagen emissions scandal	36.6	0	81
Byte	36.5	0	80
MIPS Technologies	36.5	0	80
Time Life	36.5	0	80
Dashboard (computing)	36.5	0	80
Big Three (automobile manufacturers)	36.5	0	80
FactSet	36.5	0	80
Government procurement	36.5	0	80
Hyundai Veloster	36.5	0	80
AT&T	36.5	0	80
Minecraft	36.5	0	80
ThinkPad X1 series	36.5	0	80
Grubhub	36.5	0	80
Timeline of ebooks	36.5	0	80
Jennifer Lopez	36.4	0	79
Citizen science	36.4	0	79
History of radiation protection	36.4	0	79
Microsoft Windows	36.3	0	78
Instant messaging	36.3	0	78
Starbucks	36.3	0	78
Markham, Ontario	36.3	0	78
Chipotle Mexican Grill	36.3	0	78
Near-field communication	36.3	0	78
Phishing	36.3	0	78
Epicor	36.3	0	78
George Hotz	36.3	0	78
Sales process engineering	36.3	0	78
Joe Mohen	36.3	0	78
HelioPower	36.3	0	78
MacBook Pro (Intel-based)	36.3	0	78
Clarins	36.2	0	77
Paris Hilton	36.2	0	77
Madoff investment scandal	36.2	0	77
2025 in the United States	35.2	396	0
Amazon (company)	33.5	297	0
Meta Platforms	33.2	280	0
Big Tech	32.1	234	0
Criticism of Amazon	32.0	230	0
TikTok	31.7	218	0
SpaceX	30.8	186	0
University of Georgia	30.7	184	0
Criticism of Facebook	30.5	178	0
Wikipedia	30.4	174	0
Pfizer	30.3	170	0
Artificial intelligence arms race	30.2	168	0
Regulation of artificial intelligence	29.9	159	0
PRISM	29.7	153	0
2026 in the United States	29.5	150	0
Virginia	29.5	148	0
Google Cloud Platform	29.3	145	0
Cloud computing issues	29.1	140	0
2023 in the United States	29.1	138	0
Video game controversies	29.0	136	0
2020s	28.9	135	0
Tennessee	28.9	134	0
Gab (social network)	28.9	134	0
List of common misconceptions about science, technology, and mathematics	28.7	130	0
2018 in science	28.5	126	0
COVID-19 testing	28.4	124	0
Mitre Corporation	28.2	120	0
Iowa	28.1	118	0
University of Miami	28.1	117	0
Self-driving truck	28.0	116	0
Wikimedia Foundation	27.8	111	0
Timeline of disability rights in the United States	27.6	108	0
Newark, New Jersey	27.4	104	0
The Washington Post	27.4	104	0
Discord	27.4	104	0
Artificial intelligence industry in the United Kingdom	27.4	104	0
Kyrsten Sinema	27.3	102	0
Inflation Reduction Act	27.2	101	0
Second presidency of Donald Trump	27.2	100	0
Space-based data center	26.9	96	0
Gigafactory Nevada	26.8	94	0
Masayoshi Son	26.7	92	0
Fuzzy concept	26.7	92	0
Supercomputing in Europe	26.7	92	0
Wisconn Valley Science and Technology Park	26.7	92	0
Internet in the United States	26.6	90	0
HP Cloud	26.6	90	0
Snowden disclosures	26.6	90	0
Keysight	26.6	90	0
Deaths in March 2018	26.6	90	0
AI bubble	26.6	90	0
List of things named after Donald Trump	26.4	88	0
2024 in climate change	26.4	88	0
Holyoke, Massachusetts	26.4	87	0
Bulgaria	26.3	86	0
Delivery drone	26.3	86	0
Attentive (company)	26.3	86	0
Economy of Egypt	26.2	84	0
History of the World Wide Web	26.2	84	0
Next Generation Air Transportation System	26.2	84	0
Electric car	26.2	84	0
Small modular reactor	26.2	84	0
DeepSeek	26.2	84	0
Timeline of artificial intelligence risks in global finance	26.2	84	0
Nscale	26.2	84	0
John Green	26.1	83	0
BP	26.1	83	0
Net neutrality	26.0	82	0
Alphabet Inc.	26.0	82	0
2026 Iran war	26.0	82	0
Supercomputer	25.9	81	0
Julian Assange	25.9	81	0
2012 in science	25.9	81	0
ABB	25.9	80	0
PayPal	25.9	80	0
September 11 attacks	25.7	78	0
Tencent	25.7	78	0
Iraq War	25.7	77	0

Content Opportunities

Articles with zero brand presence

Articles rich in Managed Service Builder'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	560
2025 in the United States	396
Amazon (company)	297
Meta Platforms	280
Big Tech	234
Criticism of Amazon	230
TikTok	218
SpaceX	186
University of Georgia	184
Criticism of Facebook	178
Wikipedia	174
Pfizer	170
Artificial intelligence arms race	168
Regulation of artificial intelligence	159
PRISM	153
2026 in the United States	150
Virginia	148
Google Cloud Platform	145
Cloud computing issues	140
2023 in the United States	138
Video game controversies	136
2020s	135
Tennessee	134
Gab (social network)	134
List of common misconceptions about science, technology, and mathematics	130
2018 in science	126
COVID-19 testing	124
Mitre Corporation	120
Iowa	118
University of Miami	117
Self-driving truck	116
Wikimedia Foundation	111
Timeline of disability rights in the United States	108
Newark, New Jersey	104
The Washington Post	104
Discord	104
Artificial intelligence industry in the United Kingdom	104
Kyrsten Sinema	102
Inflation Reduction Act	101
Second presidency of Donald Trump	100
Space-based data center	96
Gigafactory Nevada	94
Masayoshi Son	92
Fuzzy concept	92
Supercomputing in Europe	92
Wisconn Valley Science and Technology Park	92
Internet in the United States	90
HP Cloud	90
Snowden disclosures	90
Keysight	90
Deaths in March 2018	90
AI bubble	90
List of things named after Donald Trump	88
2024 in climate change	88
Holyoke, Massachusetts	87
Bulgaria	86
Delivery drone	86
Attentive (company)	86
Economy of Egypt	84
History of the World Wide Web	84
Next Generation Air Transportation System	84
Electric car	84
Small modular reactor	84
DeepSeek	84
Timeline of artificial intelligence risks in global finance	84
Nscale	84
John Green	83
BP	83
Net neutrality	82
Alphabet Inc.	82
2026 Iran war	82
Supercomputer	81
Julian Assange	81
2012 in science	81
ABB	80
PayPal	80
September 11 attacks	78
Tencent	78
Iraq War	77