Industry Report

Scientific Instruments

Top Wikipedia Pages

Dominant · SE Outbound Links ρ=0.383

AI recommendation signal analysis across 1,063 domains and 11 buyer personas in Scientific Instruments, led by thermofisher.com as the most LLM-recommended domain.

Download this report (.xlsx)

1,063Domains Tracked

11Buyer Personas

wikipedia_top_pages.report

ArticleScore

2023 in science

97.1

Computer security

93.8

Founders Fund

93.0

Timeline of computing 2020–present

92.1

Applications of artificial intelligence

92.0

Articles rankedn = 25

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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.

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 Scientific Instruments across all personas: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

131K

Articles With Topic Matches

326K

Articles Mentioning Brands

915K

Topic Phrase Matches

2.8M

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Scientific Instruments's topics and brands appear most, aggregated across all personas. 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

2023 in science	97.1	534	1,495
Computer security	93.8	618	894
Founders Fund	93.0	564	864
Timeline of computing 2020–present	92.1	390	1,020
Applications of artificial intelligence	92.0	312	1,170
Palantir	92.0	679	670
Healthcare in the United States	91.4	368	966
List of Vanderbilt University people	91.2	540	720
Volkswagen emissions scandal	91.0	726	567
Tesla, Inc.	90.9	516	716
Walmart	90.0	327	895
COVID-19 testing	89.8	868	430
Starlink	89.7	448	688
2022 in science	89.4	267	963
General Electric	89.3	312	850
Corporate responses to the Russian invasion of Ukraine	89.0	441	636
COVID-19 pandemic	88.3	268	837
Artificial intelligence in healthcare	87.9	294	742
Citizen science	87.5	517	474
Thermo Fisher Scientific	87.0	481	468
Internet of things	86.8	621	378
Particulate matter	86.2	369	511
2020s	86.1	270	636
Department of Government Efficiency	85.8	486	400
Pfizer	85.8	340	520
2008 financial crisis	85.6	176	810
Microsoft	85.4	288	560
Sapio Sciences	85.3	272	570
Peter Thiel	85.2	428	408
Wearable technology	85.2	308	515
Artificial intelligence in India	85.1	336	480
COVID-19 misinformation	84.9	288	525
3D printing	84.9	306	504
Monsanto	84.4	144	812
2012 in science	84.4	243	558
List of unicorn startup companies	84.3	103	1,015
Plug-in hybrid	84.3	105	1,008
Climate change mitigation	84.3	108	990
Dow Chemical Company	84.2	240	549
Massachusetts	84.0	186	642
Oracle Corporation	83.7	335	404
Domestic policy of the second Trump administration	83.6	99	960
2024 in science	83.2	148	684
2021 in science	83.1	220	513
Circular economy	82.6	126	712
History of autism	82.6	172	570
2013 in science	82.6	276	408
Timeline of biotechnology	82.3	168	560
T-Mobile US	82.3	231	447
BP	82.0	249	410
Applications of 3D printing	81.9	343	322
LinkedIn	81.7	178	504
Genetically modified food controversies	81.7	370	295
Criticism of Tesla, Inc.	81.4	432	254
Wikipedia	81.4	174	492
Clinical Laboratory Improvement Amendments	81.3	465	240
Economy of the United States	81.2	200	436
Big data	81.0	74	864
Male contraceptive	81.0	190	441
Amazon (company)	81.0	198	424
Facial recognition system	80.9	260	345
Medical laboratory	80.8	300	308
January 2025 Southern California wildfires	80.8	258	342
Data center	80.6	82	760
Timeline of African-American firsts	80.6	164	462
Psilocybin	80.6	280	318
Hewlett-Packard	80.5	370	256
Dell	80.5	213	380
AdventHealth	80.5	234	357
Supply chain management	80.4	208	380
List of datasets for machine-learning research	80.2	155	460
DNA sequencing	80.2	364	248
List of Italian inventions and discoveries	80.1	144	480
New York City	80.0	116	555
Zero-energy building	80.0	126	524
Pharmaceutical industry in China	80.0	153	455
2000s	79.9	200	372
Massachusetts Institute of Technology	79.8	114	550
Health effects of Bisphenol A	79.8	180	396
Pandemic prevention	79.8	255	306
Subprime mortgage crisis	79.7	95	616
Glossary of medicine	79.6	176	390
Electronic health record	79.4	87	630
Intel	79.4	294	264
List of Ig Nobel Prize winners	79.4	252	294
Labcorp	79.1	350	224
Government incentives for plug-in electric vehicles	79.1	148	414
COVID-19	79.1	216	318
Fentanyl	79.0	264	273
High-performance liquid chromatography	78.9	270	264
Inflation Reduction Act	78.9	202	324
Dietary supplement	78.7	112	486
Climate change in Turkey	78.7	117	470
Apple Inc.	78.7	303	238
Ultraviolet	78.7	168	360
List of mobile virtual network operators in the United States	78.7	276	252
Jersey City, New Jersey	78.6	136	414
List of oil refineries	78.6	188	330
List of scientific misconduct incidents	78.6	236	279
Second presidency of Donald Trump	78.4	300	230
Deployment of COVID-19 vaccines	78.3	171	342
Boycott of Russia and Belarus	78.2	137	392
Theranos	78.2	265	245
DARPA	78.2	172	336
Ametek	77.9	403	174
Sarbanes–Oxley Act	77.9	123	410
2018 in American television	77.9	273	232
Siemens	77.8	159	336
Johnson & Johnson	77.7	144	357
Venture capital	77.7	196	288
Unmanned aerial vehicle	77.5	250	235
List of Puerto Ricans	77.4	166	312
List of military aid to Ukraine during the Russo-Ukrainian war	77.3	414	159
Huawei	77.2	267	216
Ford Motor Company	77.1	94	452
Photovoltaic power station	77.1	162	305
Microplastics	77.1	198	264
Robert F. Kennedy Jr.	77.0	98	434
George Church (geneticist)	77.0	126	363
Cultured meat	77.0	126	360
Medical device	77.0	144	330
Blockchain	77.0	252	220
Social media	77.0	210	252
Science and technology in China	77.0	180	280
Antimicrobial resistance	76.8	123	357
DeCODE genetics	76.8	132	340
Government procurement in the United States	76.8	210	244
Indoor air quality	76.7	161	294
List of Michigan State University people	76.7	168	282
Enterprise resource planning	76.6	66	548
Abbott Laboratories	76.6	156	296
Novartis	76.6	200	246
Health effects of smoking tobacco	76.5	70	520
RadioShack	76.5	234	219
International Space Station	76.5	147	305
Nvidia	76.5	162	285
Deepwater Horizon oil spill	76.5	158	288
Government procurement	76.4	352	160
Cultural impact of Taylor Swift	76.4	129	330
List of data breaches	76.4	155	291
China–Pakistan Economic Corridor	76.4	162	280
Alternative medicine	76.3	162	276
Sustainability at American colleges and universities	76.2	80	456
Kodak	76.2	112	357
Pfizer–BioNTech COVID-19 vaccine	76.2	236	210
War on drugs	76.2	154	285
United States Army Futures Command	76.2	170	265
ISO 9000 family	76.1	108	360
Product recall	76.1	124	329
List of African-American women in STEM fields	76.1	177	255
List of awards considered the highest in a field	76.0	125	323
United States labor law	76.0	136	304
Plastic pollution	76.0	228	210
Electronic cigarette	75.9	355	150
Economic impact of the COVID-19 pandemic	75.9	103	366
Home Depot	75.9	120	328
Outline of artificial satellites	75.9	150	280
Logan International Airport	75.9	174	252
Corporate social responsibility	75.8	50	600
Affordable Care Act	75.7	105	350
Volatile organic compound	75.7	231	200
Toyota	75.7	156	264
Medical laboratory scientist	75.5	234	192
Personalized medicine	75.5	150	265
Project Labor Agreement	75.5	168	245
Photovoltaics	75.4	105	340
Western African Ebola epidemic	75.4	120	308
ABB	75.4	160	252
Economy of Ohio	75.3	57	516
Fibromyalgia	75.3	66	464
Timeline of historic inventions	75.3	74	432
Costco	75.3	94	364
Keysight	75.3	270	170
2015 in science	75.3	156	252
Renewable energy	75.2	63	474
2023 in American television	75.2	118	304
Honeywell	75.2	136	276
Air pollution	75.1	78	405
Analog Devices	75.1	240	180
Genetically modified food	75.1	220	192
23andMe	75.1	165	235
Small modular reactor	75.0	126	282
OLED	74.9	66	442
General Services Administration	74.9	93	348
Sales taxes in the United States	74.9	114	300
OpenAI	74.9	120	291
Science and technology in Iran	74.9	155	240
Photovoltaic system	74.8	76	396
Economy of Singapore	74.8	108	308
Health equity	74.8	112	300
Metrication in the United States	74.7	86	357
Bruker	74.7	210	189
Cambridge Antibody Technology	74.7	129	270
Polymerase chain reaction	74.7	165	225
Elsevier	74.6	90	342
2021 in American television	74.6	90	342
Glossary of artificial intelligence	74.6	100	320
Genetically modified organism	74.6	106	304
Environmental policy of the Biden administration	74.5	69	412
Intuit	74.5	70	404
History of radiation protection	74.5	100	316
Generation Z	74.5	105	303
Electric vehicle	74.5	110	294
Pittcon Editors' Awards	74.5	187	200
Self-driving car	74.4	86	345
Electric vehicle battery	74.4	88	340
IBM	74.3	110	285
Shell plc	74.3	114	280
2018 in science	74.3	126	259
Online dating	74.3	132	250
First 100 days of the first Trump presidency	74.3	160	219
Steward Health Care	74.2	78	364
Public informatics	74.2	92	320
Airbus A380	74.1	130	248
Food and Drug Administration	74.0	76	360
Lithium-ion battery	74.0	105	285
Emergent BioSolutions	74.0	160	210
Boeing 787 Dreamliner	73.9	252	150
Sexual harassment	73.9	98	296
Clinical trial	73.8	42	532
Executive compensation in the United States	73.8	66	387
Chipotle Mexican Grill	73.8	89	312
Harmful algal bloom	73.8	141	225
Boston University	73.7	94	297
Virtual reality therapy	73.7	96	295
Education in China	73.7	99	288
Artificial intelligence	73.6	77	340
Genetically modified crops	73.6	96	290
Anabolic steroid	73.6	100	280
PerkinElmer	73.6	195	174
Responses to the West African Ebola virus epidemic	73.6	156	205
Vaccine	73.6	156	204
Microfluidics	73.5	224	155
COVID-19 apps	73.5	222	156
Electronic waste	73.5	120	244
List of unmanned aerial vehicle applications	73.5	174	186
Tax Cuts and Jobs Act	73.4	69	360
Testosterone	73.4	84	312
Roche	73.4	140	216
2017 in science	73.4	132	224
Individual action on climate change	73.3	55	414
Climate change denial	73.3	63	376
Cognizant	73.3	156	198
Tencent	73.2	78	320
List of TCP and UDP port numbers	73.2	225	150
Quest Diagnostics	73.2	216	155
List of semiconductor fabrication plants	73.2	132	220
Bayer	73.1	59	385
Smartphone	73.1	61	375
List of mergers and acquisitions by IBM	73.1	63	369
Women in science	73.1	66	357
Reddit	73.1	100	264
Intelisys	73.1	162	188
LSD	73.1	164	185
San Francisco	73.1	150	198
American Red Cross	73.0	99	264
Cosmetics	72.9	72	327
Bio-Rad Laboratories	72.9	126	220
Financial risk management	72.8	58	378
Menopause	72.8	64	350
Neural network (machine learning)	72.8	66	342
Whole Foods Market	72.8	79	304
Robotic surgery	72.8	81	296
Laboratory	72.8	207	152
Presidency of Joe Biden	72.8	97	261
Virtual reality applications	72.8	111	236
Honda	72.7	54	392
BNY	72.7	70	324
District heating	72.7	72	318
Environmental, social, and governance	72.7	80	297
2022 in American television	72.7	96	260
Parasocial interaction	72.7	100	252
Credit card	72.7	165	177
2014 in science	72.7	124	215
International sanctions during the Russo-Ukrainian war	72.7	156	183
Software quality	72.7	138	200
Climate change policy of the United States	72.6	62	350
Homelessness in the United States	72.6	76	304
KKR & Co.	72.6	96	256
Six Sigma	72.6	112	231
Deloitte	72.6	118	222
January–March 2022 in science	72.5	80	288
Financial technology	72.4	35	510
Target Corporation	72.4	71	309
E-commerce	72.3	52	385
Chery	72.3	64	332
Cisco	72.3	66	325
Kohn, Kohn & Colapinto	72.3	270	117
Israel	72.2	76	290
System of National Accounts	72.2	99	238
GSK plc	72.2	104	230
Chromatography software	72.2	140	187
Traditional Chinese medicine	72.1	33	513
Aging of the United States	72.1	106	224
Open science	72.1	140	185
Breastfeeding	72.1	144	180
Presidency of Barack Obama	72.0	61	328
AT&T	72.0	64	320
July–September 2020 in science	72.0	80	272
Ebola	72.0	205	138
Autodesk	72.0	111	216
Consumer behaviour	71.9	90	246
Alibaba Group	71.8	55	344
Poverty	71.8	58	332
Fracking in the United States	71.8	62	318
Agriculture	71.8	90	245
Netflix	71.8	196	139
Mercury (element)	71.8	162	160
Hitachi	71.7	238	120
Timeline of quantum computing and communication	71.6	54	341
California Institute of Technology	71.6	72	279
Burger King	71.6	74	275
Economy of Egypt	71.6	84	249
Hispanic and Latino Americans	71.6	88	243
Timeline of Amazon Web Services	71.6	98	224
Federal Acquisition Regulation	71.6	168	152
List of Ponzi schemes	71.6	118	195
Semaglutide	71.5	44	392
Green building	71.5	50	355
Business models for open-source software	71.5	186	140
Combined oral contraceptive pill	71.5	94	228
Crowdsourcing	71.5	180	142
Infection	71.5	144	168
Meta Platforms	71.5	140	172
Radio-frequency identification	71.4	78	256
Dimethyltryptamine	71.4	150	160
Gene therapy	71.4	110	200
Cathode ray tube	71.4	132	176
Disney+	71.4	120	188
Open energy system models	71.3	22	618
Plug-in electric vehicles in the United States	71.3	58	315
Twitch (service)	71.3	65	288
Reebok	71.3	79	252
University of Michigan	71.3	90	228
Agilent Technologies	71.3	132	175
Outsourcing	71.2	300	95
List of Dragons' Den (British TV programme) offers Series 11-20	71.2	53	332
Moderna COVID-19 vaccine	71.2	56	319
Occupational safety and health	71.2	72	267
Recycling	71.2	76	256
Malvern Panalytical	71.2	176	140
Centers for Disease Control and Prevention	71.2	94	220
Startup company	71.2	148	159
Foreign relations of India	71.2	134	171
Sanofi	71.1	40	396
Hyundai Motor Company	71.1	62	292
Novo Nordisk Foundation	71.1	69	270
History of IBM	71.1	86	230
List of acquisitions by Sony	71.1	98	210
Lumen Technologies	71.1	106	198
Animal testing	71.0	53	324
Smart city	71.0	72	260
Effects of meditation	71.0	75	252
Sprint Corporation	71.0	96	212
List of security hacking incidents	71.0	160	147
Xfinity	71.0	159	147
IPv6 deployment	71.0	150	153
Philips	71.0	114	186
Mylan	71.0	132	168
New Jersey	70.9	71	258
Impact of the COVID-19 pandemic on education	70.9	142	158
Ethics of artificial intelligence	70.8	61	285
Detroit	70.8	64	276
Recession	70.8	106	192
Wildfire	70.8	111	185
Automation	70.7	384	75
GE HealthCare	70.7	76	240
Ozone	70.7	96	203
Fume hood	70.7	96	203
Arsenic	70.7	132	162
International SOS	70.6	60	280
United States Environmental Protection Agency	70.6	62	276
Generative AI	70.6	65	264
Fortrea	70.6	198	120
Gen Digital	70.6	162	138
Water supply and sanitation in the United States	70.5	39	378
Procurement	70.5	230	106
K9 Thunder	70.5	160	138
James Webb Space Telescope	70.5	156	140
Cannabidiol	70.5	114	176
Chevrolet Silverado	70.4	48	321
Fukushima nuclear accident	70.4	49	315
Radiation effects from the Fukushima nuclear accident	70.4	84	215
Bioinstrumentation	70.4	153	140
Medicaid	70.4	124	164
Antidepressant	70.3	34	406
United Airlines	70.3	57	280
Lexus	70.3	225	105
Arizona State University	70.3	76	228
Insulin (medication)	70.3	78	225
Tesla Roadster (first generation)	70.3	171	128
China–United States relations	70.3	97	192
Droplet-based microfluidics	70.3	135	152
Endangered Species Act of 1973	70.2	59	270
Hydrogen vehicle	70.2	70	240
2017 in American television	70.2	166	129
Fusion power	70.2	88	204
Construction 3D printing	70.2	124	160
Xilinx	70.2	130	153
Asbestos	70.2	108	175
Smart grid	70.1	23	520
Science and technology in Jamaica	70.1	52	292
Samsung Electronics	70.1	73	231
Doctorate	70.1	184	118
Universal health care by country	70.1	104	178
Credit card fraud	70.0	58	268
Caterpillar Inc.	70.0	126	153
Tesla Autopilot	69.9	273	87
List of University of Texas at Austin alumni	69.9	59	260
Florida State University	69.9	70	231
Shortages related to the COVID-19 pandemic	69.9	168	124
Medicare (United States)	69.9	165	125
Waters Corporation	69.9	154	132
Government by algorithm	69.9	110	168
XPeng	69.8	36	364
Clarins	69.8	46	308
Educational technology	69.8	51	285
Citigroup	69.8	54	273
Stanford University	69.8	58	261
John Ioannidis	69.8	82	204
Economy of Israel	69.8	86	198
CT scan	69.8	96	182
Swine influenza	69.8	132	144
Timeline of sustainable energy research 2020 to the present	69.7	40	336
Melanoma	69.7	50	288
Building information modeling	69.7	54	270
List of University of California, Davis alumni	69.7	67	234
Timeline of events related to per- and polyfluoroalkyl substances	69.7	135	140
Reliability of Wikipedia	69.7	124	150
Specialty drugs in the United States	69.6	34	372
Insulin analogue	69.6	56	260
Reading	69.6	65	234
January–March 2020 in science	69.6	156	125
Text messaging	69.6	140	136
Solar cell	69.6	140	136
Lead	69.6	116	156
Global Positioning System	69.6	123	148
Nuclear power	69.5	50	280
Transformation of the United States Army	69.5	198	104
List of Harvard University people	69.5	69	222
Jennifer Doudna	69.5	132	140
Impact of the COVID-19 pandemic on the environment	69.5	96	176
TSMC	69.5	117	152
Oxford–AstraZeneca COVID-19 vaccine	69.5	104	165
Fuel cell	69.4	46	294
Blackstone Inc.	69.4	57	252
COVID-19 pandemic in the United States	69.4	156	123
Dental amalgam controversy	69.4	78	200
Harvard University	69.4	126	142
Contract	69.4	120	148
Racial achievement gap in the United States	69.4	114	154
Synthetic biology	69.4	115	152
PFAS	69.4	112	155
UBS	69.3	52	264
Curative (company)	69.3	165	116
Medical imaging	69.3	75	204
Biosensor	69.3	90	180
Cloud laboratory	69.2	252	84
List of academic databases and search engines	69.2	200	100
Hasbro	69.2	59	240
Facebook	69.2	103	160
Tire	69.1	41	306
Earth Day	69.1	46	282
Desalination	69.1	60	234
Sony	69.1	73	204
List of films released in IMAX	69.1	86	180
M1 Abrams	69.1	102	160
Islamic banking and finance	69.0	41	302
Greenhouse gas emissions by the United States	69.0	48	270
VinFast	69.0	54	250
COVID-19 vaccine	69.0	54	248
Pacific Gas and Electric Company	69.0	58	236
Ethics of technology	69.0	64	220
Raman spectroscopy	69.0	136	128
Higher education bubble in the United States	69.0	96	166
Eli Lilly and Company	68.9	55	244
Patient safety	68.9	180	104
Organic farming	68.9	66	212
Arguments for and against drug prohibition	68.9	66	212
Diversity, equity, and inclusion	68.9	74	196
RoHS	68.9	147	120
Cloud computing issues	68.9	140	124
Face masks during the COVID-19 pandemic	68.9	84	180
Economy of Zambia	68.9	129	132
American Recovery and Reinvestment Act of 2009	68.9	123	136
Timeline of disability rights in the United States	68.9	108	150
Ultra-high-definition television	68.8	48	264
Curiosity (rover)	68.8	175	104
Dubai International Airport	68.8	73	195
Biotechnology	68.8	96	162
Gilead Sciences	68.7	45	273
Space debris	68.7	52	245
Regulation of artificial intelligence	68.7	53	243
Replication crisis	68.7	72	195
Stem cell	68.7	75	189
Digital polymerase chain reaction	68.7	143	119
Hubble Space Telescope	68.7	135	124
Fourth Industrial Revolution	68.7	125	132
List of pseudoscience topics	68.6	46	265
Hedge fund	68.6	49	255
List of German Americans	68.6	213	88
Invasive species	68.6	64	210
Head and neck cancer	68.6	66	205
List of Kamala Harris 2024 presidential campaign non-political endorsements	68.6	150	114
Emory University	68.6	90	164
Scholarly peer review	68.6	112	140
Major depressive disorder	68.5	28	370
Energy development	68.5	38	300
Gary Gensler	68.5	42	280
Transcranial magnetic stimulation	68.5	78	180
University of Edinburgh	68.5	123	130
Formaldehyde	68.5	120	132
Climate change	68.4	40	285
Provisions of the Dodd–Frank Wall Street Reform and Consumer Protection Act	68.4	56	226
Bain Capital	68.4	58	220
Metadata	68.4	58	220
Camp Fire (2018)	68.4	61	212
CRISPR gene editing	68.4	68	196
Economic history of the United States	68.4	144	114
Cyborg	68.4	126	126
College and university rankings	68.4	120	130
KPMG	68.4	104	144
Hydrogen storage	68.3	26	380
Automotive industry in the United States	68.3	53	231
Chrysler	68.3	56	222
Philippines	68.3	63	204
Crohn's disease	68.3	63	204
Nuclear power in the United States	68.3	63	204
Chevrolet Volt (first generation)	68.3	96	152
New England Biolabs	68.3	112	135
Human nutrition	68.2	31	332
Herbalife	68.2	45	258
Leroy Hood	68.2	168	100
Sickle cell disease	68.2	66	195
University of Florida	68.2	152	108
Three Mile Island accident	68.1	168	99
Merck Group	68.1	68	190
Colony collapse disorder	68.1	141	112
Political positions of Bernie Sanders	68.1	132	117
Thermography	68.1	84	162
Environmental monitoring	68.1	117	129
Drug-eluting stent	68.1	90	155
Whole genome sequencing	68.1	100	144
E-democracy	68.0	54	220
Cultural impact of Harry Styles	68.0	162	100
Asian Americans	68.0	136	114
History of Amazon	68.0	73	177
Second Life	68.0	123	122
Guildhawk	68.0	111	132
Mass General Brigham	68.0	102	140
Electric vehicle charging network	68.0	108	134
Science and technology in Israel	67.9	210	82
Fiat 500 (2007)	67.9	63	194
Lockheed Martin	67.9	144	108
Lenovo	67.9	82	162
Electronic voting in the United States	67.9	120	123
Great Resignation	67.9	108	132
COVID-19 recession	67.8	162	98
Carbon accounting	67.8	148	104
Timeline of psychology	67.8	72	176
Confidential computing	67.8	75	171
Sterilization (microbiology)	67.8	76	168
Medical cannabis	67.8	78	165
Timeline of artificial intelligence	67.8	82	160
Google DeepMind	67.8	118	123
Nintendo	67.8	112	128
History of science and technology in Japan	67.8	84	156
Center for American Indian and Rural Health Equity	67.8	90	150
Artificial intelligence in marketing	67.7	40	264
Cannabis (drug)	67.7	52	217
Flint water crisis	67.7	162	96
COVID-19 pandemic in Vietnam	67.7	160	98
Qualcomm	67.7	62	192
Information security	67.7	152	101
Rare-earth element	67.7	88	150
Algorithmic bias	67.6	50	222
Mass spectrometry	67.6	160	96
Employment discrimination	67.6	68	177
Unisys	67.6	126	114
Chernobyl disaster	67.6	94	141
Thomson Reuters	67.5	45	236
Election Systems & Software	67.5	190	84
Sustainable design	67.5	48	225
Best Buy	67.5	185	86
Gates Foundation	67.5	51	216
Crunchyroll, LLC	67.5	58	196
Packaging	67.5	66	180
2020 in science	67.5	68	175
MDMA	67.5	124	114
DiaSorin	67.5	77	160
Alcohol (drug)	67.4	46	230
Mexican drug war	67.4	65	180
OpenStreetMap	67.4	74	164
Fingerprint	67.4	75	162
Texas A&M University	67.4	84	150
Effects of climate change	67.3	42	243
Rivian	67.3	44	234
Counterfeit consumer good	67.3	58	192
B612 Foundation	67.3	78	156
Regulation of electronic cigarettes	67.2	172	87
Alzheimer's disease	67.2	63	180
Solar power in the United States	67.2	65	176
Amazon Web Services	67.2	128	108
University of California, Berkeley	67.1	62	178
Managed care	67.1	64	174
Nursing shortage	67.1	66	170
GNC (company)	67.0	34	270
Chronic obstructive pulmonary disease	67.0	51	204
Puberty blocker	67.0	51	204
Workplace wellness	67.0	58	186
Online advertising	67.0	59	184
Green computing	67.0	60	180
History of Wikipedia	67.0	62	176
Efficient energy use	67.0	63	174
Biodiesel	66.9	36	258
Energy policy of the United States	66.9	46	216
Robot	66.9	172	84
Provisions of the Affordable Care Act	66.9	56	188
Facioscapulohumeral muscular dystrophy	66.9	63	172
Psychotherapy	66.8	30	288
Whistleblowing	66.8	43	224
Manhattan	66.8	162	86
Nolan Bushnell	66.8	56	185
Yale University	66.8	62	172
Sridhar Tayur	66.7	42	224
Pharmacogenomics	66.7	48	204
Crowdfunding	66.7	48	204
Cocaine	66.7	60	174
Chinese government response to COVID-19	66.6	50	195
Mattel	66.6	144	92
Amphetamine	66.5	45	208
LendingClub	66.5	51	192
List of federal political scandals in the United States	66.4	220	66
Continuous glucose monitor	66.4	36	240
Lead poisoning	66.4	41	220
AstraZeneca	66.4	48	198
NCR Voyix	66.4	48	196
Publix	66.3	39	224
Vodafone	66.3	45	204
Development communication	66.3	45	204
Medication costs	66.2	28	280
Kári Stefánsson	66.2	34	245
Electronic voting	66.2	189	72
American Heart Association	66.2	39	222
Masculinizing hormone therapy	66.2	42	212
Green roof	66.2	44	204
Toyota Prius Plug-in Hybrid	66.2	47	194
Life on Mars	66.2	150	85
Antipsychotic	66.1	31	258
Amgen	66.1	38	225
Management of attention deficit hyperactivity disorder	66.1	40	215
Economic inequality	66.1	46	196
Women in the cannabis industry	66.0	182	72
Carsharing	66.0	44	200
Health information on the Internet	65.9	48	186
Lockheed Martin F-22 Raptor	65.8	176	72
Climate change adaptation	65.7	22	312
Whistleblower protection in the United States	65.7	25	285
Misinformation	65.6	38	210
Lithium	65.5	34	224
University of Oregon	65.5	38	207
LEED	65.4	33	228
Tampa, Florida	65.4	36	213
Cystic fibrosis	65.4	42	192
Nicotine	65.3	25	273
University of South Florida	65.2	27	254
Attention deficit hyperactivity disorder	65.2	31	230
COVID-19 pandemic in South Korea	65.2	38	200
Caffeine	65.1	28	246
Economic analysis of climate change	65.1	33	220
Environmental history of the United States	65.1	39	195
Teva Pharmaceuticals	65.0	36	203
Customer relationship management	65.0	38	196
Regulation of greenhouse gases under the Clean Air Act	64.9	37	198
Customer experience	64.8	25	256
Women in climate change	64.8	28	236
Iran nuclear deal	64.8	189	60
Carbon offsets and credits	64.8	36	198
Antivirus software	64.7	180	62
Urban agriculture	64.6	28	230
List of most polluted rivers	64.6	184	60
HIV/AIDS	64.6	33	205
Long-term effects of alcohol	64.5	23	260
Financial economics	64.5	26	240
Mediation	64.5	31	212
2008 Chinese milk scandal	64.5	180	60
Communications in Iran	64.4	26	236
United Therapeutics	64.4	28	225
Property management	64.4	28	224
Noise pollution	64.4	31	210
Social determinants of health	64.3	21	273
Management of post-traumatic stress disorder	64.2	28	219
Skin care	64.1	24	243
Smoking cessation	63.9	24	236
Affirmative action in the United States	63.9	183	55
Marine microorganisms	63.6	270	40
Alcohol and Native Americans	63.5	27	208
Biomedical data science	63.3	24	220
Endocrine disruptor	63.3	26	208
Lucid Air	63.1	21	236
ManpowerGroup	62.7	23	210
Open source	62.4	21	216
Explainable artificial intelligence	61.6	18	217
Management of hair loss	61.0	15	228
Synthetic cannabinoids	56.4	215	19
Climate change in the United States	54.2	0	740
List of common misconceptions about science, technology, and mathematics	54.2	0	738
January–March 2023 in science	53.6	0	688
In vitro fertilisation	53.2	0	656
Google	53.0	0	635
BYD Auto	52.9	0	628
ING Group	52.2	0	576
2025 in the United States	52.0	0	560
X (social network)	51.9	0	558
Climate change and insurance in the United States	51.0	0	500
Acne	50.9	0	492
Starbucks	50.5	0	468
Renewable energy commercialization	50.4	0	462
Opioid epidemic in the United States	50.4	0	462
Homelessness	50.3	0	456
Christopher Cox	50.2	0	450
United States	50.2	0	450
Hybrid electric vehicle	50.0	0	444
Domestic policy of the first Trump administration	49.5	0	415
JetBlue	49.4	0	412
Digital health	49.4	0	410
Birth control	49.4	0	408
Kmart	49.2	0	402
Income inequality in the United States	49.1	0	395
List of retailers affected by the retail apocalypse	49.1	0	395
Energy storage	49.0	0	392
List of humanitarian aid to Ukraine during the Russo-Ukrainian war	49.0	0	390
IKEA	48.9	0	384
SAP	48.9	0	384
Electric car use by country	48.8	0	380
General Motors	48.7	0	376
Sustainable agriculture	48.6	0	371
COVID-19 pandemic in India	48.6	0	370
JPMorgan Chase	48.5	0	368
Visa Inc.	48.3	0	360
Remote work	48.2	0	356
Purdue University Global	48.2	0	355
Postpartum depression	48.1	0	352
PayPal	48.1	0	351
UnitedHealth Group	48.1	0	350
Political positions of Hillary Clinton	48.1	0	348
SoFi	48.1	0	348
Fannie Mae	48.0	0	345
Economy of China	48.0	0	345
Epilepsy	47.9	0	342
21st century	47.9	0	342
2011 in science	47.9	0	342
Comcast	47.9	0	340
Generation Z in the United States	47.8	0	336
Nuclear power debate	47.7	0	335
List of African-American U.S. state firsts	47.6	0	329
History of Mexican Americans	47.5	0	325
Psychedelic therapy	47.5	0	324
Vaccine hesitancy	47.4	0	322
NRG Energy	47.4	0	320
100% renewable energy	47.3	0	318
Extended-range electric vehicle	47.3	0	318
Social Security (United States)	47.2	0	315
Timeline of aging research	47.2	0	315
Criticism of Facebook	47.2	0	312
Renewable energy debate	47.2	0	312
Block, Inc.	47.2	0	312
SoftBank Group	47.0	0	305
One Big Beautiful Bill Act	46.9	0	304
Kroger	46.8	0	300
Elon Musk	46.8	0	300
Sustainable energy	46.8	0	300
Netflix, Inc.	46.8	0	300
April–June 2020 in science	46.8	0	297
Solar power	46.7	0	296
Anime-influenced animation	46.7	0	295
LGBTQ rights in the United States	46.7	0	294
Environmental impact of aviation	46.7	0	294
2024 in the United States	46.7	0	294
Cleavage (breasts)	46.6	0	292
Acquisition of Twitter by Elon Musk	46.6	0	290
Space colonization	46.5	0	287
Bank of America	46.4	0	285
University of Arizona Global Campus	46.4	0	285
Criticism of Walmart	46.4	0	285
Atopic dermatitis	46.4	0	285
Adult development	46.4	0	285
Subprime crisis impact timeline	46.3	0	282
Supercomputer	46.3	0	280
Capital One	46.3	0	280
Economic impact of the COVID-19 pandemic in the United States	46.2	0	279
Mastercard	46.2	0	276
History of the United States government	46.1	0	275
Energy policy of India	46.0	0	272
World Health Organization	46.0	0	270
Pregabalin	46.0	0	270
Federal Reserve	45.9	0	268
EBay	45.8	0	265
Medical ethics	45.8	0	265
WWE	45.8	0	264
CHIPS and Science Act	45.8	0	264
Economy of Puerto Rico	45.7	0	261
Use of assisted reproductive technology by LGBTQ people	45.7	0	261
PwC	45.7	0	260
Sears	45.7	0	260
The CW	45.7	0	260
Faraday Future	45.7	0	260
Coupang	45.7	0	260
Environmental impacts of animal agriculture	45.6	0	259
Big Tech	45.5	0	256
Washington Mutual	45.5	0	255
Criticism of Google	45.5	0	255
Domestic violence	45.4	0	252
Duolingo	45.4	0	252
Portugal	45.3	0	250
Truck	45.3	0	250
Panasonic	45.3	0	248
List of Georgetown University alumni	45.3	0	248
TikTok	45.3	0	248
DTN (company)	45.2	0	246
Instagram	45.2	0	246
Ethanol fuel	45.2	0	245
American Airlines	45.2	0	244
Frontier Airlines	45.2	0	244
Human behavior	45.2	0	244
YouTube	45.1	0	243
Race and health in the United States	45.1	0	243
Streaming media	45.0	0	240
Short (finance)	45.0	0	240
GE Capital	45.0	0	240
List of British Jewish writers	45.0	0	240
British enterprise law	45.0	0	240
Cryptocurrency	45.0	0	240
Fossil fuel divestment	45.0	0	240
Juul	45.0	0	240
Project 2025	45.0	0	240
Atlanta	44.9	0	237
Tesla Model S	44.9	0	237
Online community	44.9	0	236
Credit Suisse	44.9	0	236
Culture of the United States	44.9	0	236
Gender bias in medical diagnosis	44.8	0	235
Tebra	44.8	0	234
Net neutrality in the United States	35.0	375	0
Android (operating system)	33.2	273	0
Michigan State University	33.1	270	0
Windows 10	33.1	270	0

Content Opportunities

Articles with zero brand presence

Articles rich in Scientific Instruments'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, especially industry-wide: 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

Net neutrality in the United States	375
Android (operating system)	273
Michigan State University	270
Windows 10	270