GPU AI Infrastructure Vendors

Edge AI Operator

Top Wikipedia Pages

Dominant · SE Outbound Links ρ=0.525

AI recommendation signal analysis across 190 domains for the Edge AI Operator persona in GPU AI Infrastructure Vendors.

Download this report (.xlsx)

190Domains Tracked

Edge AI Operator_persona.report

ArticleScore

Data center

98.3

Internet of things

92.4

Intel

91.2

Nvidia

90.2

Founders Fund

89.3

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 Edge AI Operator: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

17K

Articles With Topic Matches

100K

Articles Mentioning Brands

148K

Topic Phrase Matches

762K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Edge AI Operator'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	98.3	492	1,216
Internet of things	92.4	207	1,134
Intel	91.2	392	616
Nvidia	90.2	648	380
Founders Fund	89.3	470	432
Supermicro	86.0	414	320
Big data	85.6	148	648
IBM Cloud	84.9	84	900
Computer security	84.6	103	745
List of unicorn startup companies	84.3	103	725
Microsoft	84.2	288	336
Amazon Web Services	83.8	192	432
AMD	82.8	348	250
Lenovo	82.0	82	648
Glossary of artificial intelligence	81.6	300	240
Oracle Corporation	81.1	201	303
IBM	80.9	55	760
Qualcomm	80.9	248	256
Cloud computing	80.4	92	496
Cloudflare	80.3	213	265
Xilinx	79.6	156	306
Tegra	79.6	180	275
Google Cloud Platform	79.6	203	252
Generative AI	79.1	260	198
Cisco	79.1	132	325
Timeline of computing 2020–present	78.7	234	204
VMware	78.4	135	295
Nokia	78.1	138	280
Android (operating system)	78.0	91	376
2023 in science	78.0	178	230
List of TCP and UDP port numbers	77.9	90	375
Jersey City, New Jersey	77.9	136	276
Novell	77.7	111	312
Timeline of Amazon Web Services	77.5	98	336
PCI Express	77.2	72	403
5G	77.1	144	240
Plug-in hybrid	76.7	105	288
Dell	76.6	71	380
Solid-state drive	76.5	102	288
Google	76.0	288	127
Cloud computing issues	75.8	112	248
BYD Auto	75.7	80	314
List of data breaches	75.7	155	194
Microsoft Azure	75.6	74	328
Hewlett-Packard	75.4	74	320
IPv6 deployment	75.1	60	357
Wikipedia	75.0	174	164
List of mergers and acquisitions by Microsoft	74.9	51	392
Criticism of Facebook	74.7	178	156
Netflix	74.4	196	139
Criticism of Huawei	74.2	70	290
Criticism of Amazon	74.1	230	120
Sony	74.0	73	272
Ford Motor Company	73.9	94	226
RISC-V	73.9	108	204
Databricks	73.6	54	324
Nvidia DGX	73.4	92	216
Apple Inc.	73.3	202	119
Transistor count	73.3	98	203
List of mergers and acquisitions by IBM	73.2	42	369
Data center management	73.0	52	310
List of largest mergers and acquisitions	72.9	279	90
Walmart	72.9	109	179
Starlink	72.7	112	172
Ericsson	72.6	35	392
OpenAI	72.6	240	97
Samsung Electronics	72.6	73	231
Meta Platforms	72.5	280	86
Ethics of artificial intelligence	72.3	183	114
SD-WAN	72.2	57	264
Green computing	71.8	90	180
Comparison of user features of messaging platforms	71.7	100	166
Broadcom	71.3	215	90
Neural network (machine learning)	71.2	88	171
List of mergers and acquisitions by Alphabet	71.1	213	88
LinkedIn	71.1	89	168
Linux Foundation	70.8	66	200
Gcore	70.7	95	152
HPE Networking	70.6	40	280
Net neutrality	70.4	246	73
Tensor Processing Unit	70.4	186	90
2024 in the United States	70.2	160	98
Confidential computing	70.2	75	171
Synopsys	70.1	102	135
Edge computing	69.9	98	136
Voice over IP	69.8	33	295
Michael Gschwind	69.8	120	116
Arm Holdings	69.5	50	210
Streaming media	69.4	72	160
History of IBM	69.3	43	230
Lumen Technologies	69.3	53	198
Salesforce	69.3	128	104
Self-driving car	69.3	86	138
Blockchain	68.9	63	165
List of semiconductor fabrication plants	68.9	66	160
Cadence Design Systems	68.9	90	128
Itanium	68.8	41	224
Hard disk drive	68.6	40	222
Economy of Ohio	68.6	57	172
Floating point operations per second	68.6	58	170
Avatar (2009 film)	68.6	76	140
Bosch (company)	68.3	34	240
Computer cooling	68.3	63	155
History of the Internet	68.2	68	144
HP Cloud	68.1	36	225
Vertiv	68.0	66	144
UEFI	67.8	60	150
Red Hat	67.8	62	147
Climate change and insurance in the United States	67.5	74	125
Google Street View coverage	67.4	138	78
Graphics processing unit	67.4	104	96
Kubernetes	67.3	42	184
Raspberry Pi	67.3	120	86
AI-driven design automation	67.3	68	129
Mastercard	67.1	60	138
E-government	67.0	33	210
Blackstone Inc.	66.9	171	63
Enterprise resource planning	66.8	22	274
General-purpose computing on graphics processing units	66.8	80	108
Zettabyte Era	66.7	46	160
Wikimedia Foundation	66.7	74	114
Software-defined networking	66.6	28	225
Tesla Autopilot hardware	66.5	156	64
Content delivery network	66.5	66	120
Hybrid electric vehicle	66.5	74	111
Gen Digital	66.4	54	138
Regulation of artificial intelligence	66.1	106	81
Equinix	66.1	84	96
COVID-19 apps	66.0	74	104
Windows Vista	65.8	38	165
Cloud Native Computing Foundation	65.8	46	144
Ampere Computing	65.8	63	115
SAP HANA	65.6	21	245
Industrial internet of things	65.6	42	150
List of large language models	65.5	40	154
Comcast	65.5	90	85
Hewlett Packard Enterprise	65.4	34	170
Internet in the United Kingdom	65.4	43	144
Visa Inc.	65.4	112	72
Supercomputer	65.3	54	120
History of cloud computing	65.3	60	112
Mirantis	65.1	66	102
CHIPS and Science Act	65.0	118	66
Internet	65.0	80	87
Boosteroid	64.9	132	60
Skype	64.9	46	129
Massachusetts Institute of Technology	64.9	57	110
Supply chain management	64.7	26	190
Keysight	64.5	60	102
Microsoft Copilot	64.4	94	72
Windows 10	64.3	45	122
Toyota Prius	64.3	70	89
Intel Xe	64.3	75	84
Unisys	64.2	126	57
Windows 11	64.2	108	64
Windows 8	64.1	38	135
Tencent	64.1	78	80
New Jersey	64.1	71	86
Computer Associates	64.0	41	126
Schneider Electric	63.8	58	96
Darren Kimura	63.7	84	72
Google DeepMind	63.6	177	41
History of virtual learning environments	63.6	29	154
List of Georgetown University alumni	63.4	98	62
Inspur Server Series	63.4	85	69
Intel Core	63.4	48	105
Hydrogen vehicle	63.4	70	80
Artificial intelligence arms race	63.3	210	35
OpenStack	63.3	25	165
Akamai Technologies	63.3	26	160
GlobalFoundries	63.3	50	100
Digital economy	63.3	56	92
Lustre (file system)	63.2	23	172
New Hampshire	63.2	41	114
Large language model	63.2	70	78
IBM Db2	63.1	33	132
Vehicular automation	63.0	48	100
Advantech	63.0	51	96
Cybercrime	63.0	59	86
Windows 7	62.9	78	69
January–March 2023 in science	62.9	58	86
List of acquisitions by Hewlett-Packard	62.8	27	148
Remote work	62.8	54	89
2025–present global memory supply shortage	62.7	125	48
Sun Microsystems	62.7	58	84
Timeline of artificial intelligence	62.6	82	64
Fuel cell	62.6	46	98
Alibaba Group	62.6	55	86
Thunderbolt (interface)	62.5	31	128
Berlin	62.5	42	104
American Express	62.5	68	73
Arista Networks	62.4	33	122
Albania	62.4	37	112
Asus	62.4	37	112
List of 2010s Super Bowl commercials	62.3	84	61
Business continuity planning	62.2	25	144
Trend Micro	62.1	32	120
Connecticut	62.1	38	106
Deep learning	62.1	56	80
Cerebras Systems	62.0	138	41
DreamWorks Animation	62.0	33	116
Linux adoption	62.0	38	105
Power usage effectiveness	62.0	38	105
Western Digital	62.0	66	70
Load balancing (computing)	61.9	20	164
Altair Engineering	61.9	30	123
Fandom (website)	61.9	49	86
Stephen Elop	61.9	53	81
Ingram Micro	61.8	25	138
Apache Hadoop	61.8	34	111
Texas	61.8	76	62
Google data centers	61.8	52	82
Hartford, Connecticut	61.7	42	94
Smartphone patent wars	61.7	45	90
List of acquisitions by Sony	61.7	49	84
Field-programmable gate array	61.6	28	125
Trusted Platform Module	61.4	23	140
21st century	61.4	79	57
Economy of Malaysia	61.4	74	60
History of hard disk drives	61.4	54	76
DeepSeek	61.4	56	74
Internet service provider	61.3	36	100
Virtual Computing Environment	61.3	36	100
Houston	61.3	63	67
Glossary of computer science	61.3	52	77
Fuzzy concept	61.2	92	50
Machine learning	61.2	90	51
History of Amazon	61.2	73	59
List of Internet pioneers	61.1	42	88
United Airlines	61.1	57	70
Secure access service edge	61.0	24	129
ST Engineering	60.9	22	136
Marvell Technology	60.9	28	115
Advanced driver-assistance system	60.9	32	104
Rootkit	60.9	48	78
Citizen science	60.9	47	79
Oracle Cloud	60.9	48	78
Intel Management Engine	60.7	32	102
Economy of Egypt	60.7	42	83
Humanitarian response by for-profit organisations to the 2010 Haiti earthquake	60.7	49	75
Individual action on climate change	60.7	55	69
Internet access	60.6	72	56
Rackspace Technology	60.6	42	82
Washington University in St. Louis	60.6	45	78
Toyota RAV4	60.6	48	75
AV1	60.4	27	111
List of acquisitions by Cisco	60.4	27	110
Education in China	60.4	33	96
SCO Group	60.4	62	61
Blackwell (microarchitecture)	60.4	63	60
List of Nvidia graphics processing units	60.3	19	140
AI boom	60.3	114	38
Singapore	60.3	54	66
Steve Ballmer	60.3	54	66
Opal Storage Specification	60.2	28	105
Network function virtualization	60.1	20	132
List of MOSFET applications	60.1	20	132
History of artificial intelligence	60.1	108	39
Small modular reactor	60.1	84	47
Neural processing unit	60.1	75	51
Quantum Corporation	60.1	69	54
Citrix Systems	60.1	45	74
Juniper Networks	60.0	74	51
Hawaii	60.0	54	64
EarthLink	60.0	48	70
Connected car	60.0	56	62
MariaDB	59.9	25	110
Pacific Gas and Electric Company	59.8	58	59
Discrimination based on skin tone	59.8	49	67
Cloud management	59.7	16	147
Internet censorship in China	59.7	56	60
Oregon	59.6	62	55
Open Compute Project	59.6	48	66
Graphics card	59.5	18	132
Mitch Daniels	59.5	39	76
Iberdrola	59.4	74	47
Mac Mini	59.4	62	54
VAST Data	59.4	56	58
List of IBM products	59.3	22	112
Fuel cell vehicle	59.3	58	56
Kentucky	59.3	47	65
Moore's law	59.2	34	81
Pittsburgh	59.2	36	78
Workday, Inc.	59.2	36	78
Descartes Systems Group	59.1	30	88
GigaSpaces	59.1	51	60
100 Gigabit Ethernet	58.9	25	98
OpenCL	58.8	17	126
Ryzen	58.8	48	60
SAP Cloud Infrastructure	58.7	16	130
LG Electronics	58.7	65	48
Anthropic	58.6	94	36
IBM Watson	58.6	35	74
GameStop	58.5	66	46
LEED	58.5	33	76
Mellanox Technologies	58.5	38	69
History of computing hardware	58.5	44	62
Concerns over Chinese involvement in 5G wireless networks	58.5	42	64
Debian	58.4	18	116
Edward Snowden	58.4	71	43
Gab (social network)	58.4	67	45
WebOS	58.4	35	72
Digital media player	58.3	28	84
Line (software)	58.3	28	84
Gates Foundation	58.3	51	54
Nutanix	58.2	24	92
Yahoo! Inc. (1995–2017)	58.2	63	46
History of Linux	58.2	34	72
Brocade Communications Systems	58.2	40	64
Economy of Lithuania	58.0	54	50
Radio-frequency identification	58.0	39	64
Usage share of operating systems	58.0	37	66
Nvidia GTC	58.0	42	60
Features new to Windows 8	57.9	23	92
Jennifer Granholm	57.9	66	43
South Bend, Indiana	57.9	60	46
Comparison of operating system kernels	57.8	19	104
Google Workspace	57.8	50	52
Digital Realty	57.8	38	63
2016 in science	57.7	118	27
Azure Maps	57.7	16	116
Edgio	57.7	23	90
Fog computing	57.7	52	50
Energy storage	57.7	44	56
Information security	57.6	19	101
Couchbase, Inc.	57.6	25	84
Northern Virginia	57.6	52	49
VxWorks	57.5	22	90
Cognitive computer	57.5	26	80
ServiceNow	57.5	28	76
Linux kernel version history	57.4	20	96
Hardware/software co-design	57.4	28	75
Oracle Solaris	57.4	30	72
Rockchip	57.4	32	68
Foundation model	57.3	27	76
IBM Think conference	57.2	50	48
Economy of Indonesia	57.2	39	58
Snowflake Inc.	57.1	22	86
Robotic process automation	57.1	24	81
Intel Active Management Technology	57.1	34	63
Sarah Ferguson	56.9	44	51
Dell Software	56.8	13	120
Virtualization	56.8	18	96
Romonet	56.8	18	96
Colocation centre	56.8	26	74
Auction	56.8	29	68
GoDaddy	56.8	53	44
Mikoyan MiG-29	56.8	42	52
2025 in science	56.7	84	31
Linear Tape-Open	56.7	21	85
Cloud storage	56.7	32	63
System on a chip	56.6	21	84
Vultr	56.6	28	68
Organized crime	56.6	38	55
2024 in climate change	56.5	88	29
Red Hat Enterprise Linux	56.5	17	96
Teleport (software)	56.5	22	80
Ransomware	56.5	46	47
Green vehicle	56.5	38	54
Computer hardware	56.5	36	56
DeepSeek (chatbot)	56.4	76	32
Enron	56.4	34	58
Milvus (vector database)	56.3	18	90
Submarine communications cable	56.3	28	66
Grok (chatbot)	56.2	61	37
Digital identity	56.2	44	47
Bare-metal server	56.1	24	72
High Bandwidth Memory	56.1	28	64
Kevin O'Leary	56.1	41	49
Hong Kong Telecom	56.1	40	50
List of things named after Donald Trump	55.9	88	27
F5, Inc.	55.9	15	98
Jensen Huang	55.9	68	33
West Windsor, New Jersey	55.9	20	80
ProLiant	55.8	21	76
Agrivoltaics	55.7	50	40
GeForce RTX 40 series	55.6	24	68
Greenhouse gas emissions	55.6	42	45
Sierra Wireless	55.4	15	92
Aladdin (BlackRock)	55.3	51	38
Singtel	55.3	34	51
IT disaster recovery	55.3	34	51
List of Qualcomm Snapdragon systems on chips	55.3	34	51
Albuquerque, New Mexico	55.2	30	55
Tokenization (data security)	55.2	30	55
Digital agriculture	55.1	22	68
Cohere	55.1	46	40
Galaxy Digital (company)	55.1	26	60
Mainframe computer	55.1	39	45
Larry Page	55.1	40	44
Rackspace Cloud	55.0	14	92
Next-Generation Secure Computing Base	55.0	24	63
NiCE	55.0	38	45
David Bader (computer scientist)	54.9	28	56
Collective intelligence	54.9	27	57
Microsoft Windows	54.9	31	52
Teradata	54.9	29	54
NVM Express	54.8	25	60
Gujarat	54.8	33	49
Asteroid impact avoidance	54.7	30	52
Splunk	54.7	33	48
Ford Sync	54.6	22	64
BT Global Services	54.6	24	60
Web server	54.6	28	54
Cohabitation	54.6	38	43
Bitcoin	54.5	48	36
Botnet	54.5	35	45
Trusted Computing	54.4	13	90
Cilium (computing)	54.4	17	75
SES (company)	54.4	20	67
Hardware for artificial intelligence	54.4	55	32
MIPS Technologies	54.4	23	60
Ruckus Networks	54.4	23	60
RAID	54.3	20	66
Bechtel	54.3	43	38
Southern United States	54.3	40	40
2011 Tōhoku earthquake and tsunami	54.2	44	37
Verizon Business	54.1	63	28
Groq	54.0	80	23
MIFARE	53.8	13	84
Ion District	53.8	14	80
Object storage	53.7	16	72
Convolutional neural network	53.7	17	69
SATA	53.6	17	68
Blade server	53.4	12	84
Embraer E-Jet E2 family	53.4	18	64
Deep Learning Super Sampling	53.4	18	64
Proton Mail	53.3	64	25
Federated learning	53.2	14	74
Visual Cloud	52.9	8	104
Masayoshi Son	52.9	92	18
Grid computing	52.9	10	90
Dell EMC Isilon	52.9	13	75
List of Arduino boards and compatible systems	52.9	13	75
Economy of Door County, Wisconsin	52.6	14	69
CUDA	52.6	15	66
Ceph (software)	52.3	9	90
Outsourcing	52.1	0	475
Linux on IBM Z	51.9	10	80
List of datasets for machine-learning research	51.8	0	460
RDMA over Converged Ethernet	51.8	12	70
Agent-based model	51.6	12	68
Laptop	51.3	0	432
Huawei	51.3	0	432
List of disasters by cost	51.2	70	18
Corporate responses to the Russian invasion of Ukraine	51.1	0	424
List of mergers and acquisitions by Computer Associates	51.0	10	72
ThinkPad	50.8	0	408
Process mining	50.1	7	81
ONTAP	49.3	3	124
Tablet computer	48.6	0	315
Islamic banking and finance	48.3	0	302
Smartphone	48.2	0	300
History of personal computers	48.0	0	294
Fiat 500 (2007)	47.9	0	291
Antivirus software	47.6	0	279
Palantir	47.3	0	268
Microsoft Dynamics 365	47.1	0	264
Stanford University	47.0	0	261
Economy of Puerto Rico	47.0	0	261
Linux	46.9	0	258
ARM architecture family	46.9	0	256
Siemens	46.7	0	252
Chery	46.6	0	249
Science and technology in Israel	46.5	0	246
Business models for open-source software	46.5	0	245
Income inequality in the United States	46.2	0	237
Arizona State University	45.9	0	228
Chromebook	45.7	0	222
Algorithmic bias	45.7	0	222
HDMI	45.4	0	216
Compaq	45.3	0	212
Nashville, Tennessee	45.2	0	210
Smart grid	45.1	0	208
Wearable technology	45.0	0	206
Open energy system models	45.0	0	206
Personal computer	45.0	0	205
Economy of Mexico	44.8	0	201
Corporate social responsibility	44.8	0	200
Economy of Israel	44.7	0	198
Ram pickup	44.7	0	198
LTE (telecommunication)	44.7	0	198
Customer relationship management	44.6	0	196
Phishing	44.6	0	195
Enterprise content management	44.6	0	195
Business intelligence	44.4	0	192
Twitch (service)	44.4	0	192
Bank of America	44.4	0	190
General Motors	44.3	0	188
X (social network)	44.2	0	186
Honeywell	44.1	0	184
Online advertising	44.1	0	184
State Farm	44.0	0	182
Microsoft 365	43.9	0	180
Credit card	43.8	0	177
History of Wikipedia	43.7	0	176
General Electric	43.4	0	170
Electric vehicle battery	43.4	0	170
Cyber threat intelligence	43.4	0	170
Video game industry	43.3	0	168
Poverty	43.2	0	166
List of Dragons' Den (British TV programme) offers Series 11-20	43.2	0	166
Ultra-high-definition television	43.2	0	165
In vitro fertilisation	43.1	0	164
List of file formats	43.1	0	164
Dodge Caravan	43.1	0	164
Display resolution standards	43.0	0	162
World Wide Web	42.9	0	160
Advance-fee scam	42.9	0	160
Ubuntu	42.9	0	160
Kaspersky Lab	42.9	0	159
Carly Fiorina	42.7	0	156
Smart city	42.7	0	156
List of humanitarian aid to Ukraine during the Russo-Ukrainian war	42.7	0	156
Renault	42.5	0	152
2023 in American television	42.5	0	152
2024 in science	42.5	0	152
Automation	42.4	0	150
VinFast	42.4	0	150
T-Mobile US	42.3	0	149
Cher	42.3	0	148
Balance sheet	42.3	0	148
Internet privacy	42.3	0	148
Data loss prevention software	42.3	0	148
History of virtual learning environments in the 1990s	42.1	0	146
McAfee	42.0	0	144
RoHS	42.0	0	144
3D printing	42.0	0	144
Web 2.0	42.0	0	144
List of Italian inventions and discoveries	42.0	0	144
DevOps	42.0	0	144
Alfa Romeo Giulia (2015)	41.9	0	142
Unmanned aerial vehicle	41.9	0	141
Wi-Fi	41.9	0	141
SUV	41.8	0	140
TPG Inc.	41.8	0	140
Cloud database	41.8	0	140
Asus Vivo	41.8	0	140
Cambridge, Massachusetts	41.7	0	138
Facial recognition system	41.7	0	138
History of Microsoft	41.7	0	138
Business process management	41.7	0	138
2013 in American television	41.7	0	138
Selena Gomez	41.6	0	136
Private transfer fee	41.6	0	136
PostgreSQL	41.5	0	135
2008 financial crisis	41.5	0	135
Amazon Alexa	41.5	0	135
Phoenix, Arizona	41.4	0	134
SAS Institute	41.4	0	134
Dodge Charger (2006)	41.4	0	134
Economy of Zambia	41.3	0	132
Air Canada	41.3	0	132
Low-cost carrier	41.3	0	132
Jeep Grand Cherokee	41.3	0	132
DELMIA	41.3	0	132
History of Microsoft SQL Server	41.2	0	130
2022 in American television	41.2	0	130
2017 in American television	41.1	0	129
Dell XPS	41.0	0	128
Western Governors University	41.0	0	128
Counterfeit consumer good	41.0	0	128
Energy modeling	41.0	0	128
Adobe Inc.	40.9	0	126
MSN	40.9	0	126
Firefox	40.9	0	126
Seagate Technology	40.9	0	126
Electronic health record	40.9	0	126
Financial risk management	40.9	0	126
List of mobile virtual network operators in the United States	40.9	0	126
Trusted execution environment	40.9	0	126
Denial-of-service attack	40.8	0	125
2000s	40.8	0	124
Panasonic	40.8	0	124
Timeline of quantum computing and communication	40.8	0	124
Anna Sui	40.8	0	124
Sharp Corporation	40.8	0	124
Xiaomi	40.8	0	124
HP Inc.	40.8	0	124
Collapse of Silicon Valley Bank	40.8	0	124
DTN (company)	40.7	0	123
Consumer behaviour	40.7	0	123
Simulation	40.6	0	122
Dow Chemical Company	40.6	0	122
Second Life	40.6	0	122
Univision	40.6	0	122
List of chief executive officers	40.5	0	120
Software quality	40.5	0	120
Economic history of Portugal	40.5	0	120
List of British Jewish writers	40.5	0	120
British enterprise law	40.5	0	120
Vertica	40.5	0	120
Virtual reality therapy	40.4	0	118
Marketing automation	40.4	0	118
Civic technology	40.4	0	118
Women in climate change	40.4	0	118
Instant messaging	40.3	0	117
B612 Foundation	40.3	0	117
Applications of artificial intelligence	40.3	0	117
Hertz Global Holdings	40.2	0	116
SoFi	40.2	0	116
2018 in American television	40.2	0	116
Acquisition of Twitter by Elon Musk	40.2	0	116
Airport	40.1	0	114
XMPP	40.1	0	114
Mercedes-Benz S-Class	40.1	0	114
Hydrogen storage	40.1	0	114
List of awards considered the highest in a field	40.1	0	114
2011 in science	40.1	0	114
History of autism	40.1	0	114
Eldridge Industries	40.1	0	114
2021 in American television	40.1	0	114
San Jose, California	39.9	0	112
AT&T Mobility	39.9	0	112
Humanitarian response to the 2004 Indian Ocean earthquake	39.9	0	112
Sridhar Tayur	39.9	0	112
Generation Z in the United States	39.9	0	112
History of smartphones	39.9	0	112
Vonage	39.9	0	111
Thailand	39.8	0	110
Louis Vuitton	39.8	0	110
Climate change mitigation	39.8	0	110
Metadata	39.8	0	110
Challenges in Islamic finance	39.8	0	110
Bill Gates	39.6	0	108
Pomona College	39.6	0	108
Myspace	39.6	0	108
Microsoft Office 2010	39.6	0	108
ThinkPad X series	39.6	0	108
2019 in American television	39.6	0	108
Automotive industry in Argentina	39.6	0	108
Chevrolet Silverado	39.5	0	107
Customer data platform	39.5	0	107
2022 in science	39.5	0	107
Mediation	39.5	0	106
History of the automobile	39.5	0	106
Fracking in the United States	39.5	0	106
Apollo Global Management	39.5	0	106
Pegasystems	39.5	0	106
Extended-range electric vehicle	39.5	0	106
Artificial intelligence in healthcare	39.5	0	106
United States Army Futures Command	39.5	0	106
Lexus	39.4	0	105
Windows 2000	39.4	0	105
Baidu	39.4	0	105
Linux kernel	39.4	0	105
List of LTE networks	39.4	0	105
Call centre	39.3	0	104
List of Puerto Ricans	39.3	0	104
GeForce	39.3	0	104
Sears	39.3	0	104
Accessibility	39.3	0	104
Online gambling	39.3	0	104
McDonald's	39.3	0	104
SUSE S.A.	39.3	0	104
List of University of Texas at Austin alumni	39.3	0	104
Lockheed Martin F-35 Lightning II procurement	39.3	0	104
JetBlue	39.2	0	103
History of Facebook	39.2	0	103
Kodak	39.1	0	102
Mexican Americans	39.1	0	102
San Francisco International Airport	39.1	0	102
Development communication	39.1	0	102
Yelp	39.1	0	102
HITRUST	39.1	0	102
2012 in American television	39.1	0	102
Food insecurity and hunger in the United States	39.1	0	102
2013 in science	39.1	0	102
Actian	39.1	0	102
Zoomdata	39.1	0	102
Bluetooth	39.0	0	100
Shenzhen	39.0	0	100
Extract, transform, load	39.0	0	100
Christopher Cox	39.0	0	100
Health equity	39.0	0	100
Astro (company)	39.0	0	100
Atom (system on a chip)	39.0	0	100
ThinkPad X1 series	39.0	0	100
Rocket Software	39.0	0	100
Netflix, Inc.	39.0	0	100
Speech recognition	38.9	0	99
List of Microsoft codenames	38.9	0	99
Computer	38.9	0	99
Photovoltaic system	38.9	0	99
Smartwatch	38.9	0	99
Gamification	38.9	0	99
Honda Fit	38.8	0	98
Criticism of Microsoft	38.8	0	98
Zipcar	38.8	0	98
LGBTQ rights in the United States	38.8	0	98
Rick Scott	38.8	0	98
RT (TV network)	38.8	0	98
Transgender health care	38.8	0	98
IKEA	38.6	0	96
Thiruvananthapuram	38.6	0	96
ING Group	38.6	0	96
Venture capital	38.6	0	96
Data engineering	38.6	0	96
File system	38.6	0	96
Versata	38.6	0	96
Delta Sigma Theta	38.6	0	96
List of unit testing frameworks	38.6	0	96
Chris Brown	38.6	0	96
HTTP cookie	38.6	0	96
High Efficiency Video Coding	38.6	0	96
Actifio	38.6	0	96
Tinder (app)	38.6	0	96
High Efficiency Video Coding implementations and products	38.6	0	96
2017 in science	38.6	0	96
Acquisition of 21st Century Fox by Disney	38.6	0	96
Xbox (division)	38.6	0	96
Educational technology	38.5	0	95
Electric car use by country	38.5	0	95
Salem, Massachusetts	38.5	0	94
Kenya	38.5	0	94
List of Michigan State University people	38.5	0	94
Timeline of women's legal rights (other than voting)	38.5	0	94
Video games in China	38.5	0	94
Energy in Ohio	38.5	0	94
Honda Civic (ninth generation)	38.5	0	94
Silicon Valley Bank	38.5	0	94
List of Wikipedia controversies	38.5	0	94
Climate change in Turkey	38.5	0	94
2018 in the United States	38.5	0	94
Wearable computer	38.4	0	93
High Point, North Carolina	38.4	0	93
Tourism in Puerto Rico	38.4	0	93
Cannabis (drug)	38.4	0	93
Kashmir conflict	38.4	0	93
Workplace wellness	38.4	0	93
Visual Studio	38.4	0	93
Health care systems by country	38.4	0	93
Asia-Pacific Telecommunity band plan	38.4	0	93
List of companies founded by Stanford University alumni	38.4	0	93
Fortra	38.4	0	93
Detroit	38.3	0	92
Microsoft Office	38.3	0	92
NTFS	38.3	0	92
Mercedes-Benz Group	38.3	0	92
JPMorgan Chase	38.3	0	92
Chrysler 300	38.3	0	92
Windows Server 2008	38.3	0	92
Mobile operating system	38.3	0	92
Telecommunications	38.3	0	92
X86-64	38.2	0	91
Steward Health Care	38.2	0	91
Digital data	38.1	0	90
ISO 9000 family	38.1	0	90
History of the United States (1991–2016)	38.1	0	90
Job interview	38.1	0	90
United States	38.1	0	90
Privacy-enhancing technologies	38.1	0	90
Nike, Inc.	38.1	0	90
Jeep Wrangler (JL)	38.1	0	90
Cultural impact of Cher	38.1	0	90
Subaru Outback	38.0	0	89
Legazpi, Albay	38.0	0	89
Circular economy	38.0	0	89
Universal health care by country	38.0	0	89
National Institute for Health and Care Excellence	37.9	0	88
Cannabidiol	37.9	0	88
Imogen Heap	37.9	0	88
Windows Phone	37.9	0	88
Security information and event management	37.9	0	88
Supercapacitor	37.9	0	88
Artificial intelligence in marketing	37.9	0	88
Infoblox	37.9	0	88
Great Resignation	37.9	0	88
Medical school	37.8	0	87
Fortinet	37.8	0	87
Microsoft Office 2007	37.8	0	87
Subaru Forester	37.7	0	86
Ultra Music Festival	37.7	0	86
Facioscapulohumeral muscular dystrophy	37.7	0	86
Dick Cheney	37.7	0	86
Comscore	37.7	0	86
Energy efficiency in transport	37.7	0	86
Blu-ray	37.7	0	86
Touchpoint	37.7	0	86
List of acquisitions by Oracle	37.7	0	86
List of S&P 400 companies	37.7	0	86
Adore Me	37.7	0	86
Human rights violations against Palestinians by Israel	37.7	0	86
Vermont	37.6	0	85
Ultimate Fighting Championship	37.6	0	85
Washington Mutual	37.6	0	85
MHealth	37.6	0	85
DARPA	37.5	0	84
Lexmark	37.5	0	84
Mobile phone feature	37.5	0	84
Comparison of accounting software	37.5	0	84
Cyberwarfare	37.5	0	84
Social media	37.5	0	84
Crisis communication	37.5	0	84
List of scams	37.5	0	84
Suning.com	37.5	0	84
List of stock characters	37.5	0	84
Veeam Backup & Replication	37.5	0	84
Scott Gottlieb	37.5	0	84
USB hardware	37.5	0	84
Human nutrition	37.4	0	83
University of Adelaide	37.4	0	83
2016 in American television	37.4	0	83
Harris County, Texas	37.3	0	82
New York University Tandon School of Engineering	37.3	0	82
Danone	37.3	0	82
Berklee College of Music	37.3	0	82
Home Depot	37.3	0	82
BP	37.3	0	82
Economy of Portugal	37.3	0	82
Presidency of Barack Obama	37.3	0	82
Digital health	37.3	0	82
Feminine beauty ideal	37.3	0	82
Scorpion (company)	37.3	0	82
List of common misconceptions about science, technology, and mathematics	37.3	0	82
Home automation	37.2	0	81
Wireless security	37.2	0	81
List of websites founded before 1995	37.2	0	81
Equinor	37.2	0	81
BNY	37.2	0	81
Euro area crisis	37.2	0	81
Race and health in the United States	37.2	0	81
Volkswagen emissions scandal	37.2	0	81
Millennials	37.1	0	80
Personal information management	37.1	0	80
Recommender system	37.1	0	80
United Kingdom–United States relations	37.1	0	80
Time Life	37.1	0	80
2025 in the United States	37.0	396	0
Artificial intelligence in India	36.9	392	0
Artificial intelligence	36.8	385	0
Tesla Autopilot	36.4	364	0
Amazon (company)	35.2	297	0
Cryptocurrency	34.7	276	0
Tesla, Inc.	34.3	258	0
TikTok	33.3	218	0
Peter Thiel	33.2	214	0
AI data center	33.1	210	0
Facebook	32.9	206	0
SoftBank Group	31.9	174	0
Alexandria Ocasio-Cortez	31.9	174	0
Criticism of Google	31.5	164	0
History of Google	31.1	153	0
2026 in the United States	31.0	150	0
Virginia	30.9	148	0
2023 in the United States	30.5	138	0
2020s	30.3	135	0
Internet Archive	30.0	128	0
Zoom (software)	30.0	128	0
2018 in science	29.9	126	0
SpaceX	29.8	124	0
Iowa	29.5	118	0
Self-driving truck	29.4	116	0
Criticism of Tesla, Inc.	29.0	108	0
Stargate LLC	29.0	108	0
The Washington Post	28.7	104	0
Discord	28.7	104	0
Kyrsten Sinema	28.6	102	0
PRISM	28.6	102	0
TensorFlow	28.6	102	0
Inflation Reduction Act	28.6	101	0
Second presidency of Donald Trump	28.5	100	0
DigitalOcean	28.3	96	0
Gigafactory Nevada	28.1	94	0
Snowden disclosures	27.9	90	0
Deaths in March 2018	27.9	90	0
CoreWeave	27.9	90	0
AI bubble	27.9	90	0
List of mergers and acquisitions by Apple	27.7	88	0
List of dramatic television series with LGBTQ characters: 2016–2019	27.7	87	0
Pfizer	27.5	85	0
Electric car	27.4	84	0
Alphabet Inc.	27.3	82	0
2026 Iran war	27.3	82	0
2012 in science	27.2	81	0
ABB	27.1	80	0
PayPal	27.1	80	0

Content Opportunities

Articles with zero brand presence

Articles rich in Edge AI Operator'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

2025 in the United States	396
Artificial intelligence in India	392
Artificial intelligence	385
Tesla Autopilot	364
Amazon (company)	297
Cryptocurrency	276
Tesla, Inc.	258
TikTok	218
Peter Thiel	214
AI data center	210
Facebook	206
SoftBank Group	174
Alexandria Ocasio-Cortez	174
Criticism of Google	164
History of Google	153
2026 in the United States	150
Virginia	148
2023 in the United States	138
2020s	135
Internet Archive	128
Zoom (software)	128
2018 in science	126
SpaceX	124
Iowa	118
Self-driving truck	116
Criticism of Tesla, Inc.	108
Stargate LLC	108
The Washington Post	104
Discord	104
Kyrsten Sinema	102
PRISM	102
TensorFlow	102
Inflation Reduction Act	101
Second presidency of Donald Trump	100
DigitalOcean	96
Gigafactory Nevada	94
Snowden disclosures	90
Deaths in March 2018	90
CoreWeave	90
AI bubble	90
List of mergers and acquisitions by Apple	88
List of dramatic television series with LGBTQ characters: 2016–2019	87
Pfizer	85
Electric car	84
Alphabet Inc.	82
2026 Iran war	82
2012 in science	81
ABB	80
PayPal	80