Cloud Infrastructure Services

Data Platform Lead

Top Wikipedia Pages

Dominant · Search Engine Appearances ρ=0.578

AI recommendation signal analysis across 99 domains for the Data Platform Lead persona in Cloud Infrastructure Services.

Download this report (.xlsx)

99Domains Tracked

Data Platform Lead_persona.report

ArticleScore

Data center

98.2

IBM Cloud

97.7

Microsoft Azure

95.0

Timeline of Amazon Web Services

93.8

Cloud computing

92.6

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 Data Platform Lead: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

27K

Articles With Topic Matches

122K

Articles Mentioning Brands

265K

Topic Phrase Matches

869K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Data Platform Lead'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	98.2	820	912
IBM Cloud	97.7	924	800
Microsoft Azure	95.0	777	656
Timeline of Amazon Web Services	93.8	1,127	448
Cloud computing	92.6	552	620
Microsoft	91.9	576	560
Internet of things	91.9	483	630
Big data	91.6	814	432
Databricks	91.6	540	567
Oracle Corporation	91.4	469	606
Lenovo	90.0	328	648
IBM	89.6	495	475
Computer security	88.9	309	596
Amazon Web Services	88.7	768	324
Cloud computing issues	88.4	588	372
Nvidia	88.4	567	380
Google	87.5	480	381
Cloud database	87.1	384	420
VMware	87.0	495	354
Glossary of artificial intelligence	86.8	300	480
PostgreSQL	86.4	360	405
Salesforce	86.1	512	312
OpenStack	85.8	350	385
Palantir	85.5	582	268
Android (operating system)	85.4	182	564
Huawei	85.3	267	432
List of mergers and acquisitions by Alphabet	85.2	568	264
List of TCP and UDP port numbers	84.8	90	825
Dell	84.5	284	380
Google Cloud Platform	84.3	522	252
Windows 10	84.1	180	488
Comparison of user features of messaging platforms	82.7	400	249
Applications of artificial intelligence	82.7	234	351
List of unicorn startup companies	82.6	309	290
DataStax	82.5	273	312
Apple Inc.	82.0	202	357
Cloud storage	81.8	336	252
Internet privacy	81.6	177	370
Timeline of computing 2020–present	81.5	234	306
List of datasets for machine-learning research	81.4	93	552
Customer data platform	81.4	216	321
Intel	81.3	98	528
List of mergers and acquisitions by IBM	81.3	315	246
Cloudflare	81.3	213	318
Customer relationship management	81.2	152	392
Kubernetes	81.2	168	368
Kaspersky Lab	81.1	275	265
SAP HANA	80.8	294	245
Oracle Cloud	80.6	304	234
Linux	80.4	160	344
Criticism of Google	80.2	246	255
AMD	79.6	174	300
Microsoft 365	79.5	170	300
Lumen Technologies	79.3	583	132
Computer data storage	79.2	255	222
Microsoft Dynamics 365	79.2	125	352
Generative AI	79.2	195	264
Cisco	79.1	198	260
Outsourcing	78.9	75	475
Glossary of computer science	78.9	104	385
Artificial intelligence in India	78.7	392	160
Confidential computing	78.7	225	228
Green computing	78.7	210	240
Walmart	78.5	109	358
SingleStore	78.3	210	228
List of mergers and acquisitions by Microsoft	78.1	255	196
List of Microsoft codenames	78.1	252	198
Boycott of Russia and Belarus	78.1	137	294
List of acquisitions by Oracle	78.1	168	258
Citizen science	78.0	188	237
Alibaba Group	77.9	55	516
Big Tech	77.8	468	128
Spotify	77.8	170	246
Unisys	77.7	294	171
Smartphone	77.6	122	300
Teradata	77.6	203	216
Hewlett-Packard	77.3	148	256
History of IBM	77.2	172	230
Red Hat	77.1	217	196
X (social network)	77.0	230	186
SD-WAN	77.0	133	264
2024 CrowdStrike-related IT outages	76.9	356	138
MySQL	76.8	150	238
SAS Institute	76.6	190	201
Hard disk drive	76.5	160	222
Apache Hadoop	76.3	153	222
Seagate Technology	76.2	164	210
Wearable technology	76.0	88	309
Apache Spark	76.0	153	216
HPE Networking	75.9	100	280
Sony	75.8	73	340
IBM Db2	75.7	165	198
Corporate responses to the Russian invasion of Ukraine	75.6	147	212
Artificial intelligence	75.6	154	204
ChatGPT	75.5	144	212
List of data breaches	75.3	465	97
TikTok	75.3	109	248
Ethics of artificial intelligence	75.2	122	228
Novell	75.1	74	312
Blockchain	75.1	126	220
UEFI	75.0	120	225
Solid-state drive	75.0	153	192
Splunk	74.8	231	144
Data center management	74.8	156	186
Enterprise resource planning	74.7	44	411
SAP	74.6	266	128
Snowflake Inc.	74.6	264	129
History of personal computers	74.6	93	252
Criticism of Microsoft	74.5	212	147
MariaDB	74.4	175	165
Streaming media	74.3	180	160
Wikipedia	74.3	174	164
Trend Micro	73.8	256	120
Cloud-Based Secure File Transfer	73.8	88	240
Data engineering	73.7	121	192
Data virtualization	73.6	204	136
Peter Thiel	73.5	107	204
Founders Fund	73.4	282	108
Quantum Corporation	73.3	276	108
McAfee	73.1	110	192
Cloud Native Computing Foundation	72.9	69	252
OpenAI	72.8	300	97
Amazon S3	72.8	170	140
Windows 8	72.8	114	180
Alibaba Cloud	72.6	198	124
History of YouTube	72.6	85	213
Starlink	72.3	112	172
Linux Foundation	72.0	132	150
Video game industry	71.9	205	112
Database	71.9	88	192
Software-defined networking	71.9	98	180
Cloud-computing comparison	71.7	126	150
HP Cloud	71.6	360	75
SoFi	71.6	63	232
Tablet computer	71.6	73	210
CoreWeave	71.6	150	132
Transistor count	71.6	98	174
Firefox	71.5	42	294
Hitachi	71.5	170	120
2024 in the United States	71.5	80	196
Adobe Flash	71.5	132	141
Kinect	71.5	100	170
Science and technology in Israel	71.5	105	164
Facebook	71.3	309	80
Hewlett Packard Enterprise	71.3	136	136
Western Digital	71.2	198	105
Tesla Autopilot	71.2	91	174
Qlik	71.1	198	104
Visual Studio	71.1	80	186
History of Microsoft	71.0	57	230
E-government	71.0	66	210
Intuit	71.0	70	202
Ampere Computing	71.0	126	138
Ubuntu	71.0	100	160
Pegasystems	70.9	185	106
Supermicro	70.9	138	128
ShinyHunters	70.9	129	135
Video games and Linux	70.8	150	120
2022 in science	70.7	178	107
Cerebras Systems	70.7	92	164
GitHub	70.6	172	108
Antivirus software	70.5	135	124
Actifio	70.5	130	128
SolarWinds	70.4	86	165
SAP Cloud Infrastructure	70.2	120	130
YouTube	70.2	85	162
SAP ERP	70.1	40	260
Criticism of Facebook	70.1	89	156
Laptop	70.1	100	144
System of National Accounts	70.0	132	119
Cybercrime	70.0	118	129
Google Chrome	69.9	183	96
Voice over IP	69.9	132	118
Oracle Cloud Enterprise Resource Planning	69.9	119	126
Lustre (file system)	69.9	115	129
Electronic waste	69.7	120	122
HP ConvergedSystem	69.6	128	116
Netflix	69.6	98	139
Citrix Systems	69.5	135	111
Comparison of file hosting services	69.5	100	135
ChromeOS	69.3	225	78
Machine learning	69.3	150	102
Juniper Networks	69.3	148	102
SAS (software)	69.2	69	165
PCI Express	69.2	108	124
Microsoft and open source	69.1	204	81
2020s	69.1	135	106
Business models for open-source software	69.1	62	175
Justin Cappos	69.1	62	175
Adobe Inc.	69.0	54	189
Denial-of-service attack	69.0	78	150
Workday, Inc.	68.9	72	156
Tencent Cloud	68.9	84	141
Educational technology	68.8	153	95
DevOps	68.8	51	192
2024 in science	68.8	74	152
Supermetrics	68.8	72	153
Milvus (vector database)	68.7	162	90
Cohesity	68.7	138	100
WhatsApp	68.7	78	144
Bare-metal server	68.6	120	108
Extract, transform, load	68.6	72	150
Linux kernel	68.5	56	175
Comparison of platform virtualization software	68.5	112	112
Steam (service)	68.4	68	152
HP CloudSystem	68.2	108	111
History of smartphones	68.2	106	112
Ericsson	68.1	35	224
Business intelligence	68.1	45	192
Economy of India	68.1	146	90
Microsoft Office	68.1	140	92
Graph database	68.1	80	132
Google Cloud Datastore	68.1	80	132
AI agent	68.0	40	204
IT disaster recovery	68.0	119	102
Kaseya	67.9	50	175
Xbox One	67.8	111	104
Ceph (software)	67.8	63	150
2025 in the United States	67.8	99	112
Regulation of artificial intelligence	67.7	159	81
Cloud management	67.7	120	98
EMC Corporation	67.7	116	100
Managed services	67.7	66	144
Windows Server 2003	67.6	75	130
List of file formats	67.5	52	164
2023 in science	67.5	89	115
Efforts to ban TikTok in the United States	67.4	138	86
Oracle Database	67.4	112	99
Zoom (software)	67.4	64	141
Trusted Platform Module	67.4	92	112
Everpure	67.3	204	66
Aaron Swartz	67.3	195	68
DeepSeek (chatbot)	67.3	114	96
Timeline of quantum computing and communication	67.3	54	155
Deloitte	67.3	59	148
Summit (company)	67.2	160	76
Nutanix	67.2	120	92
Compaq	67.2	51	159
Industrial internet of things	67.2	105	100
Cyberwarfare	67.2	74	126
Circular economy	67.1	42	178
Gmail	67.1	123	90
Massachusetts	67.1	93	107
Data warehouse	67.0	70	128
Boomi, LP	67.0	90	108
Salesforce Marketing Cloud	67.0	69	128
Gcore	66.9	152	76
Azure Maps	66.9	80	116
Broadcom	66.8	215	60
Cilium (computing)	66.8	153	75
Truth Social	66.8	144	78
Data sovereignty	66.8	133	82
Gluster	66.8	91	105
History of Microsoft SQL Server	66.8	65	130
Artificial intelligence in marketing	66.7	40	176
HarmonyOS	66.7	114	90
AI data center	66.7	70	123
AI-driven design automation	66.6	119	86
Streaming television	66.6	51	150
History of Wikipedia	66.6	62	132
2020 United States federal government data breach	66.6	65	128
Digital data	66.5	70	120
Comparison of OLAP servers	66.5	78	112
Itanium	66.4	41	168
KPMG	66.4	52	144
Qualcomm	66.4	62	128
Xiaomi	66.4	66	124
Artificial intelligence in healthcare	66.4	84	106
Charles Phillips (businessman)	66.3	92	99
Enterprise content management	66.3	60	130
DigitalOcean	66.2	312	44
Sun Microsystems	66.2	116	84
Gen Digital	66.2	54	138
Cyber threat intelligence	66.1	38	170
DreamHost	66.1	120	81
Google DeepMind	66.1	118	82
Edge computing	66.1	84	102
Chromebook	66.0	135	74
Impact of the Eras Tour	66.0	102	89
Android version history	66.0	76	108
Parler	65.9	305	43
Mobile operating system	65.9	51	138
Nintendo Switch	65.7	132	73
MongoDB	65.7	114	80
Closed-circuit television	65.7	102	86
Couchbase, Inc.	65.7	75	105
Nokia	65.6	138	70
Datadog	65.6	110	81
File system	65.6	84	96
Equinix	65.6	84	96
Netflix, Inc.	65.6	80	100
Microsoft Windows version history	65.5	52	130
BlackBerry Limited	65.5	60	118
COVID-19 apps	65.5	74	104
Internet censorship in China	65.4	168	60
Zoomdata	65.4	138	68
Supercomputer	65.4	108	80
List of Vanderbilt University people	65.4	108	80
Veeam Backup & Replication	65.4	100	84
Data loss prevention software	65.4	65	111
IBM Think conference	65.3	125	72
Features new to Windows 8	65.3	46	138
ByteDance	65.3	86	92
Michael Gschwind	65.3	60	116
Jeff Bezos	65.2	164	60
AI boom	65.2	114	76
PlayStation 5	65.2	44	140
List of University of Pennsylvania people	65.1	91	87
Redis	65.1	64	108
UKG	65.1	70	102
Digital sovereignty	65.0	98	82
MSN	65.0	93	84
Java (software platform)	65.0	58	114
Grok (chatbot)	65.0	61	111
Uniphore	64.9	216	48
Tensor Processing Unit	64.9	155	60
List of Apache Software Foundation projects	64.9	36	154
OpenShift	64.9	117	72
Docker (software)	64.9	90	85
Business continuity planning	64.9	75	96
Vector database	64.8	25	190
Google Gemini	64.8	114	72
Windows 7	64.8	78	92
ServiceNow	64.8	56	114
EBPF	64.8	60	110
Cloudian	64.7	176	54
List of acquisitions by Hewlett-Packard	64.7	108	74
Windows 2000	64.7	40	140
2021 in science	64.7	55	114
Rocket Software	64.7	68	100
Mainframe computer	64.6	78	90
List of YouTube videos	64.5	148	59
Advertising	64.5	49	120
Microsoft Windows	64.5	62	104
Kuwait	64.5	62	104
SES (company)	64.4	120	67
Artificial intelligence engineering	64.4	117	68
Scality	64.4	95	78
SpaceX	64.4	62	102
Vertica	64.3	140	60
CrowdStrike	64.3	126	64
Trellix	64.3	78	87
Cribl.io	64.2	112	68
2010s	64.2	108	70
List of MOSFET applications	64.2	40	132
IPv6 deployment	64.2	60	102
Automation	64.1	32	150
Mirantis	64.1	110	68
Adobe Flash Player	64.1	102	72
General Electric	64.1	78	85
Timeline of the San Francisco Bay Area	64.1	63	98
Vivek Kundra	64.0	88	78
Internet Archive	64.0	64	96
Actian	63.9	165	51
Sapio Sciences	63.9	48	114
Scala (programming language)	63.8	76	84
History of virtual learning environments	63.7	29	154
Anthropic	63.7	94	72
PowerShell	63.7	40	125
Asus	63.7	74	84
Brocade Communications Systems	63.7	60	96
Informatica	63.6	114	63
Speech recognition	63.6	36	132
LiveRamp	63.6	39	126
Microsoft SQL Server	63.6	42	120
RISC-V	63.6	54	102
Apache Parquet	63.6	60	95
Cognizant	63.5	104	66
OpenStreetMap	63.5	74	82
Rackspace Technology	63.4	210	41
Nasuni	63.4	108	64
NetSuite	63.4	96	69
SurveyMonkey	63.4	90	72
Social media	63.4	70	84
OrionVM	63.3	144	52
History of tablet computers	63.3	37	125
Nintendo 3DS	63.3	40	120
Backup site	63.3	84	74
DeepSeek	63.3	84	74
Foundation model	63.3	81	76
Verizon Business	63.2	126	56
Precisely (company)	63.2	90	70
Oracle Advertising and Customer Experience	63.2	68	84
8x8	63.2	58	93
Satya Nadella	63.1	192	42
Open-core model	63.1	72	80
Gun violence in the United States	63.1	60	90
Telegram (software)	63.0	142	51
Document-oriented database	63.0	44	108
DELMIA	62.9	32	132
Entrepreneurs Roundtable Accelerator	62.9	96	65
Public informatics	62.8	23	160
Dell Technologies	62.8	115	57
JetBrains	62.8	30	136
Domestic policy of the first Trump administration	62.8	65	83
Shard (database architecture)	62.7	32	128
Personal computer	62.7	34	123
List of Linux distributions	62.7	48	99
Container Linux	62.7	51	95
CloudEndure	62.6	120	54
Desktop computer	62.5	60	84
January–March 2023 in science	62.5	58	86
Cloud printing	62.4	80	69
Web 2.0	62.4	48	96
Remote work	62.4	54	89
Amazon Alexa	62.3	152	45
Digital health	62.3	20	164
Coinbase	62.3	114	54
IBM Watson	62.3	70	74
Home Assistant	62.3	69	75
Byte	62.3	63	80
Trusted Computing	62.3	52	90
2021 in the United States	62.2	91	62
Pfizer	62.2	85	65
LibreOffice	62.2	36	112
Impact of the COVID-19 pandemic on science and technology	62.2	64	78
Meltdown (security vulnerability)	62.1	145	45
University of California, Los Angeles	62.1	54	86
McKinsey & Company	62.1	60	80
LakeFS	62.1	56	84
VAST Data	62.0	280	29
Samsung	62.0	102	56
Gemini Enterprise Agent Platform	62.0	30	123
Pwn2Own	62.0	66	75
Heartbleed	62.0	52	87
History of cloud computing	61.9	100	56
Java version history	61.9	38	105
US federal agencies targeted by DOGE	61.9	58	80
BuzzFeed	61.8	67	72
Siemens	61.8	53	84
Vultr	61.7	112	51
List of IBM products	61.7	33	112
Windows XP	61.7	34	110
Environmental, social, and governance	61.7	40	99
Password	61.7	52	84
List of free and open-source software packages	61.6	18	162
Comparison of operating system kernels	61.6	19	156
Fourth Industrial Revolution	61.6	25	132
Information security	61.6	38	101
Digital divide	61.6	39	100
Santa Cruz Operation	61.6	69	69
Microsoft Bing	61.6	48	87
Key management	61.5	15	180
Digital identity	61.5	22	141
GigaSpaces	61.5	85	60
Smartwatch	61.5	39	99
Microsoft litigation	61.5	68	69
Software architecture	61.4	33	108
Amazon Prime	61.4	67	69
Neo4j	61.4	60	74
Xbox 360	61.3	74	64
List of artificial intelligence projects	61.3	39	96
Financial technology	61.2	35	102
Features new to Windows 10	61.1	24	128
Appian Corporation	61.1	88	56
ZFS	61.1	56	75
Cloud computing security	61.0	84	57
Comparison of mobile operating systems	61.0	64	68
Rumble (company)	60.9	132	42
E-commerce	60.9	52	77
Innocence + Experience Tour	60.8	87	54
Open scientific data	60.8	36	96
Mitre Corporation	60.8	40	90
Acer Inc.	60.8	56	72
Cloudera	60.7	168	35
21st century	60.7	79	57
2017 in science	60.7	66	64
OVHcloud	60.6	90	52
ThoughtSpot	60.6	80	56
Apple silicon	60.6	68	62
Linear Tape-Open	60.6	42	85
RightNow Technologies	60.6	45	81
List of in-memory databases	60.6	45	81
CTERA Networks	60.5	99	48
AV1	60.5	27	111
Microsoft Outlook	60.5	32	100
Red Hat Enterprise Linux	60.5	34	96
Minecraft	60.5	45	80
Open coopetition	60.4	40	86
OS/2	60.4	48	76
Unmanned aerial vehicle	60.3	100	47
List of unit testing frameworks	60.3	23	120
Near-field communication	60.3	24	117
Sumo Logic	60.3	90	50
Wikimedia Foundation	60.3	74	57
Over-the-top media service	60.3	35	92
Ingram Micro	60.2	100	46
File-hosting service	60.2	70	58
Attentive (company)	60.2	43	80
Google Drive	60.1	102	45
Personal information management	60.1	22	120
Recommender system	60.1	22	120
List of NoSQL software and tools	60.1	26	108
Space debris	60.1	52	70
History of Google	60.0	51	70
Ransomware	59.9	92	47
Features new to Windows XP	59.9	27	104
Rudy Giuliani	59.9	69	57
Synopsys	59.9	34	90
IBM FlashSystem	59.9	63	60
IBM storage	59.9	40	81
Flash memory	59.9	45	75
Arm Holdings	59.9	50	70
MacBook Pro (Intel-based)	59.9	42	78
Sales process engineering	59.8	22	117
Anti-spam techniques	59.8	25	108
Autodesk	59.8	74	54
Steve Ballmer	59.8	54	66
Social media age verification laws in the United States	59.7	90	47
Yandex	59.6	132	36
2018 in science	59.6	126	37
History of Microsoft Exchange Server	59.6	24	108
OpenOffice.org	59.6	25	105
Social bot	59.6	25	105
China–United States trade war	59.6	80	50
Google Workspace	59.6	75	52
Fortinet	59.6	64	58
3PAR	59.6	60	60
History of video games	59.6	53	65
Riverbed Technology	59.5	84	48
Albanese government	59.5	30	93
HashiCorp	59.5	64	57
SoftBank Group	59.5	58	61
Dynatrace	59.5	39	78
2026 Iran war	59.4	82	48
Rootkit	59.4	72	52
OutSystems	59.4	28	96
Samsung Galaxy S III	59.4	36	82
Perovskite solar cell	59.3	19	120
Cloudways	59.3	80	48
XMPP	59.3	28	95
SAS Viya	59.3	38	78
Intelisys	59.2	81	47
Fastly	59.1	88	44
PdfFiller	59.1	22	108
Smart grid	59.1	23	104
Descartes Systems Group	59.1	30	88
Dell EMC Isilon	59.1	39	75
MongoDB Inc.	59.0	76	48
Graphics processing unit	59.0	26	96
Code42	59.0	60	56
Microsoft Office 2013	59.0	34	81
Terraform (software)	59.0	54	60
Blu-ray	58.9	88	43
PureSystems	58.9	70	50
Secure access service edge	58.9	30	86
Computing	58.9	48	64
Identity theft	58.9	42	70
AVG Technologies	58.9	44	68
Timeline of historic inventions	58.8	74	48
Stripe, Inc.	58.8	60	55
Vercel	58.8	39	72
Supply chain attack	58.7	104	38
Dropbox	58.7	80	45
Windows Mobile	58.7	25	95
Debian	58.7	54	58
List of University of Southern California people	58.7	40	70
General-purpose computing on graphics processing units	58.6	20	108
PHP	58.6	30	84
Microsoft Power BI	58.6	30	84
Timeline of biotechnology	58.6	56	56
Java (programming language)	58.6	38	72
Myspace	58.5	108	36
Sony Mobile	58.5	33	78
History of hard disk drives	58.5	54	57
Qwant	58.4	18	112
Nirvanix	58.4	84	42
Social networking service	58.4	54	56
Jack Ma	58.4	42	66
Platform as a service	58.3	105	36
Computer Associates	58.3	82	42
Line (software)	58.3	28	84
Toshiba	58.3	36	72
Virtualization	58.3	36	72
Kyvos	58.3	48	60
T-Mobile Sidekick	58.2	128	31
Marketing automation	58.2	16	118
Business process management	58.2	24	92
Data deduplication	58.2	33	75
TrueCrypt	58.1	19	105
AppScale	58.1	80	42
National Rifle Association	58.1	72	45
Internap	58.1	70	46
Oracle Exadata	58.1	25	88
Virtual private cloud	58.1	50	57
K2view	58.1	50	57
History of computing hardware	58.1	44	62
Apple Intelligence	58.0	100	36
Cloud Foundry	58.0	99	36
NTFS	58.0	16	115
Deep learning	58.0	84	40
Indian Americans	58.0	70	45
Windows 8.1	58.0	24	90
Inspur Server Series	58.0	68	46
Comparison of online backup services	58.0	60	50
Transient execution CPU vulnerability	58.0	60	50
List of Google products	58.0	29	80
Stratoscale	57.8	104	34
History of the World Wide Web	57.8	84	39
Police body camera	57.8	78	41
Linux adoption	57.8	76	42
Collabora Online	57.8	70	44
Unity Technologies	57.7	72	43
SD card	57.7	69	44
Appcelerator	57.7	69	44
Gab (social network)	57.7	67	45
Criticism of Linux	57.7	57	50
Kamatera	57.6	150	26
Aladdin (BlackRock)	57.6	85	38
Entity–attribute–value model	57.6	18	102
High Efficiency Video Coding	57.6	20	96
Commodore International	57.5	23	87
Backblaze	57.5	64	45
Bash (Unix shell)	57.5	58	48
Risk management	57.2	13	120
Timeline of the January 6 United States Capitol attack	57.2	98	33
Load balancing (computing)	57.2	70	41
Broadleaf Commerce	57.1	78	38
Windows 10 editions	57.1	22	85
IOS	57.0	86	35
Russian interference in the 2016 United States elections	56.7	72	38
Ray-Ban Meta	56.7	20	87
ICloud	56.6	120	27
Project Maven	56.4	116	27
Cadence Design Systems	56.4	90	32
TIBCO Software	56.3	120	26
Logi Analytics	56.2	14	102
StorSimple	56.2	72	36
Atos	56.1	93	30
Microsoft engineering groups	55.9	125	24
Genesys (company)	55.9	85	31
Avere Systems	55.8	152	21
Jelastic	55.8	88	30
List of data science software	55.6	77	32
Virtual Computing Environment	55.4	108	25
List of Women in Technology International Hall of Fame inductees	55.4	78	31
Oracle Cloud HCM	55.3	9	120
File sharing	55.3	85	29
CICS	55.2	10	111
TubeMogul	54.9	88	27
AI observability	54.7	8	120
Rclone	54.7	91	26
Data version control	54.6	84	27
Data lake	54.3	80	27
Hitachi Data Systems	54.2	88	25
NuoDB	53.7	105	21
Dedicated hosting service	53.0	8	99
Heroku	52.8	88	21
Apache CloudStack	52.7	120	17
Algorithmic bias	52.1	0	370
Object storage	52.0	96	18
Tesla, Inc.	51.8	0	358
HubSpot	50.5	0	310
History of Facebook	50.5	0	309
Open energy system models	50.5	0	309
Xeround	50.2	128	12
Plug-in hybrid	49.9	0	288
Fortra	49.6	0	279
United States	49.3	0	270
Agenda 47	49.3	0	270
LinkedIn	48.7	0	252
Financial risk management	48.7	0	252
Economy of Iran	48.4	0	243
Domestic policy of the second Trump administration	48.3	0	240
Transgender rights in the United States	47.6	0	222
Climate change mitigation	47.5	0	220
Education in the United States	47.4	0	216
Microsoft Office 2010	47.4	0	216
AI safety	47.4	0	216
BlackBerry	47.2	0	212
Plug-in electric vehicles in the United States	47.1	0	210
ThinkPad	46.9	0	204
Generation Z	46.8	0	202
Bluetooth	46.7	0	200
Corporate social responsibility	46.7	0	200
Digital rights management	46.5	0	195
Business action on climate change	46.3	0	192
Windows 11	46.3	0	192
Supply chain management	46.2	0	190
Climate change in Turkey	46.1	0	188
Gender pay gap	46.0	0	186
COVID-19 pandemic	46.0	0	186
SCO Group	45.9	0	183
Economic history of Portugal	45.8	0	180
Project 2025	45.8	0	180
Volkswagen	45.5	0	174
Raspberry Pi	45.4	0	172
Neural network (machine learning)	45.3	0	171
BBC iPlayer	45.3	0	171
Tor (network)	45.2	0	168
Alexandria Ocasio-Cortez	45.2	0	168
Windows Vista	45.0	0	165
Space colonization	44.9	0	164
In vitro fertilisation	44.9	0	164
The Church of Jesus Christ of Latter-day Saints	44.8	0	162
WikiLeaks	44.8	0	162
Volkswagen emissions scandal	44.8	0	162
Microsoft Surface	44.8	0	161
HTTP cookie	44.7	0	160
List of retailers affected by the retail apocalypse	44.6	0	158
SAT	44.5	0	156
Starbucks	44.5	0	156
Phishing	44.5	0	156
Twitter under Elon Musk	44.5	0	156
Tebra	44.5	0	156
CalPERS	44.4	0	154
Subprime mortgage crisis	44.4	0	154
Samsung Electronics	44.4	0	154
Glossary of economics	44.3	0	153
Renault	44.3	0	152
Homelessness	44.3	0	152
Political positions of Donald Trump	44.3	0	152
2023 in American television	44.3	0	152
One Big Beautiful Bill Act	44.3	0	152
Elon Musk	44.2	0	150
Balance sheet	44.0	0	148
Sexual harassment	44.0	0	148
Climate change in the United States	44.0	0	148
Chatbot	44.0	0	147
List of security hacking incidents	44.0	0	147
Diversity, equity, and inclusion	44.0	0	147
Outline of marketing	43.9	0	146
Personalized marketing	43.8	0	144
Microsoft Copilot	43.8	0	144
Lean IT	43.7	0	142
Menopause	43.6	0	140
Peloton Interactive	43.6	0	140
Pricing	43.4	0	138
Crowdfunding	43.3	0	136
Pension	43.2	0	134
H-1B visa	43.2	0	134
Donald Trump	43.2	0	134
Toyota	43.0	0	132
School counselor	43.0	0	132
Ultra-high-definition television	43.0	0	132
Josh Gottheimer	43.0	0	132
COVID-19 pandemic in Australia	43.0	0	132
Great Resignation	43.0	0	132
List of large language models	43.0	0	132
Pharmaceutical industry in China	42.9	0	130
2022 in American television	42.9	0	130
Nintendo	42.8	0	128
Recession	42.8	0	128
ARM architecture family	42.8	0	128
China–United States relations	42.8	0	128
Human resource management	42.8	0	128
Customer experience	42.8	0	128
Criticism of Tesla, Inc.	42.7	0	127
Education in India	42.6	0	126
Melania Trump	42.6	0	126
Duolingo	42.6	0	126
Saudi Arabia	42.5	0	124
Consumer behaviour	42.4	0	123
Greenwashing	42.4	0	122
Human behavior	42.4	0	122
Second Life	42.4	0	122
Economic impact of the COVID-19 pandemic	42.4	0	122
Advance-fee scam	42.2	0	120
Larry Ellison	42.2	0	120
Software quality	42.2	0	120
British enterprise law	42.2	0	120
AdventHealth	42.1	0	119
Communications in Iran	42.1	0	118
Large language model	42.0	0	117
ASEAN	41.9	0	116
Business performance management	41.9	0	116
Efficient energy use	41.9	0	116
Acquisition of Twitter by Elon Musk	41.9	0	116
Second presidency of Donald Trump	41.8	0	115
Arizona State University	41.8	0	114
Traditional Chinese medicine	41.8	0	114
Education	41.8	0	114
Epilepsy	41.8	0	114
Capital gains tax	41.8	0	114
Economic history of the United States	41.8	0	114
Battery electric vehicle	41.8	0	114
Transgender	41.8	0	114
History of autism	41.8	0	114
Mortgage	41.7	0	113
Energy storage	41.6	0	112
Environmental policy of the United States	41.6	0	112
OpenBSD	41.6	0	112
Sridhar Tayur	41.6	0	112
Julia (programming language)	41.6	0	112
Generation Z in the United States	41.6	0	112
Donald Trump 2024 presidential campaign	41.6	0	112
Aging of the United States	41.6	0	112
Trauma-informed care	41.6	0	112
Intersex healthcare	41.6	0	112
Outline of artificial satellites	41.6	0	112
Virtual reality	41.5	0	110
Gender role	41.5	0	110
Tokenization (data security)	41.5	0	110
Retail	41.5	0	110
Economic analysis of climate change	41.5	0	110
Windows Phone	41.5	0	110
Microsoft Store	41.5	0	110
Microsoft Mobile	41.5	0	110
Cosmetics	41.4	0	109
Health insurance	41.4	0	109
Bill Gates	41.3	0	108
University of Florida	41.3	0	108
World Economic Forum	41.3	0	108
List of websites founded before 1995	41.3	0	108
Inflation Reduction Act	41.3	0	108
HBO Max	41.2	0	107
Impact of the COVID-19 pandemic on the arts and cultural heritage	41.2	0	107
European Investment Bank	41.1	0	106
Amazon (company)	35.3	495	0
History of Amazon	32.3	292	0
Fujitsu	31.3	243	0
BYD Auto	31.2	240	0
Joyent	31.2	238	0
PRISM	30.3	204	0
Metadata	29.4	174	0
General Data Protection Regulation	29.1	164	0
List of acquisitions by Cisco	29.0	162	0
List of Amazon products and services	29.0	162	0
Backup Exec	28.6	150	0
Electronic health record	28.4	145	0
Iron Mountain (company)	28.3	144	0
Amazon Elastic Compute Cloud	28.3	144	0
Comparison of user features of operating systems	28.3	144	0
Google Earth	28.2	140	0
Baidu	28.1	138	0
MSP360	28.0	135	0
List of humanitarian aid to Ukraine during the Russo-Ukrainian war	27.9	134	0
Snap Inc.	27.7	129	0
Video game	27.3	120	0
Internet	27.3	120	0
2014 celebrity nude photo leak	27.2	117	0
Criticism of Amazon	27.1	115	0
Rackspace Cloud	26.9	112	0
List of mergers and acquisitions by Amazon	26.9	112	0
Boosteroid	26.8	110	0
Internet access	26.7	108	0

Content Opportunities

Articles with zero brand presence

Articles rich in Data Platform Lead'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

Amazon (company)	495
History of Amazon	292
Fujitsu	243
BYD Auto	240
Joyent	238
PRISM	204
Metadata	174
General Data Protection Regulation	164
List of acquisitions by Cisco	162
List of Amazon products and services	162
Backup Exec	150
Electronic health record	145
Iron Mountain (company)	144
Amazon Elastic Compute Cloud	144
Comparison of user features of operating systems	144
Google Earth	140
Baidu	138
MSP360	135
List of humanitarian aid to Ukraine during the Russo-Ukrainian war	134
Snap Inc.	129
Video game	120
Internet	120
2014 celebrity nude photo leak	117
Criticism of Amazon	115
Rackspace Cloud	112
List of mergers and acquisitions by Amazon	112
Boosteroid	110
Internet access	108