Qualification line
Minimum score required for publication in the AI-affine cohort.
Independent public-evidence benchmark · 2026 edition
Revenue rank shows scale. AI affinity shows readiness.
LongArena screened all 500 companies in the 2026 Fortune Global 500, fully reviewed 134 evidence-rich candidates, and publishes the 100 companies that most clearly turn AI into products, interfaces, operating systems, and research capability.
The benchmark
60 means deployed, not merely discussed.
A company crosses the benchmark only with first-party evidence of deployed AI, at least 15/25 in operating adoption, at least 7/10 in evidence quality, and 60/100 overall. Fortune rank is displayed for comparison and never changes the AI score.
Top 100 median
The midpoint of this edition’s published AI-affinity scores.
Largest rank lift
PayPal ranks No. 500 by revenue and No. 40 by public AI affinity.
Where AI affinity most exceeds revenue rank
Rank lift equals Fortune Global 500 rank minus AI-affinity rank. A positive number means the company ranks higher on AI affinity than on revenue scale.
PayPal Holdings
+460Global 500 rank #500
Advanced Micro Devices
+457Global 500 rank #478
Hewlett Packard Enterprise
+455Global 500 rank #481
ASML Holding
+415Global 500 rank #453
Global 500 Enterprise AI-Affinity Top 100
The comparison separates company scale from public evidence of AI readiness. Scores are not financial, investment, workplace, safety, or product-quality ratings.
Version 2026.09 · Audited 2026-09-19
The 2026 Fortune Global 500 cohort was baseline-screened by an AI-agent workflow. Public first-party evidence was then scored with one rubric; no company paid to participate and Fortune rank was not used as a scoring input. Methodology →
Cohort and revenue rank source: Fortune Global 500 (2026), retrieved September 19, 2026. Fortune rank is not a scoring input. Fortune Global 500 ↗
AI#1
Microsoft
TechnologyEvidence and score detail
Dimension scores
- AI product & platform25/25
- Agent & interface openness20/20
- Operating adoption at scale22/25
- Research & engineering depth19/20
- Evidence quality10/10
Global 500 rank#18
AI score96
Rank lift+17
AI#2
Alphabet
TechnologyEvidence and score detail
Dimension scores
- AI product & platform25/25
- Agent & interface openness19/20
- Operating adoption at scale22/25
- Research & engineering depth20/20
- Evidence quality9/10
Global 500 rank#8
AI score95
Rank lift+6
AI#3
Nvidia
TechnologyEvidence and score detail
Dimension scores
- AI product & platform25/25
- Agent & interface openness19/20
- Operating adoption at scale20/25
- Research & engineering depth20/20
- Evidence quality10/10
Global 500 rank#28
AI score94
Rank lift+25
AI#4
Amazon
RetailingEvidence and score detail
Dimension scores
- AI product & platform25/25
- Agent & interface openness19/20
- Operating adoption at scale22/25
- Research & engineering depth18/20
- Evidence quality9/10
Global 500 rank#1
AI score93
Rank lift-3
AI#5
Meta Platforms
TechnologyEvidence and score detail
Dimension scores
- AI product & platform24/25
- Agent & interface openness18/20
- Operating adoption at scale20/25
- Research & engineering depth20/20
- Evidence quality9/10
Global 500 rank#30
AI score91
Rank lift+25
AI#6
International Business Machines
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness19/20
- Operating adoption at scale20/25
- Research & engineering depth18/20
- Evidence quality9/10
Global 500 rank#217
AI score89
Rank lift+211
AI#7
Salesforce
TechnologyEvidence and score detail
Dimension scores
- AI product & platform24/25
- Agent & interface openness20/20
- Operating adoption at scale20/25
- Research & engineering depth15/20
- Evidence quality9/10
Global 500 rank#386
AI score88
Rank lift+379
AI#8
Oracle
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness19/20
- Operating adoption at scale20/25
- Research & engineering depth16/20
- Evidence quality9/10
Global 500 rank#265
AI score87
Rank lift+257
AI#9
SAP
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness19/20
- Operating adoption at scale20/25
- Research & engineering depth15/20
- Evidence quality9/10
Global 500 rank#387
AI score86
Rank lift+378
AI#10
Alibaba Group Holding
RetailingEvidence and score detail
Dimension scores
- AI product & platform24/25
- Agent & interface openness17/20
- Operating adoption at scale20/25
- Research & engineering depth16/20
- Evidence quality8/10
Global 500 rank#56
AI score85
Rank lift+46
AI#11
Huawei Investment & Holding
TechnologyEvidence and score detail
Dimension scores
- AI product & platform24/25
- Agent & interface openness16/20
- Operating adoption at scale20/25
- Research & engineering depth16/20
- Evidence quality8/10
Global 500 rank#81
AI score84
Rank lift+70
AI#12
Tencent Holdings
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness17/20
- Operating adoption at scale19/25
- Research & engineering depth16/20
- Evidence quality8/10
Global 500 rank#97
AI score83
Rank lift+85
AI#13
Accenture
TechnologyEvidence and score detail
Dimension scores
- AI product & platform22/25
- Agent & interface openness18/20
- Operating adoption at scale22/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#204
AI score82
Rank lift+191
AI#14
Samsung Electronics
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness14/20
- Operating adoption at scale20/25
- Research & engineering depth16/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#26
AI score81
Rank lift+12
AI#15
Apple
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness15/20
- Operating adoption at scale18/25
- Research & engineering depth15/20
- Evidence quality9/10
Global 500 rank#6
AI score80
Rank lift-9
AI#16
Cisco Systems
TechnologyEvidence and score detail
Dimension scores
- AI product & platform22/25
- Agent & interface openness18/20
- Operating adoption at scale18/25
- Research & engineering depth13/20
- Evidence quality8/10
Global 500 rank#268
AI score79
Rank lift+252
AI#17
Siemens
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform21/25
- Agent & interface openness16/20
- Operating adoption at scale21/25
- Research & engineering depth13/20
- Evidence quality8/10
Global 500 rank#143
AI score79
Rank lift+126
AI#18
Tesla
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness13/20
- Operating adoption at scale21/25
- Research & engineering depth14/20
- Evidence quality7/10
Global 500 rank#116
AI score78
Rank lift+98
AI#19
JPMorgan Chase
FinancialsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness14/20
- Operating adoption at scale23/25
- Research & engineering depth14/20
- Evidence quality9/10
Representative first-party evidence
Global 500 rank#19
AI score78
Rank lift0
AI#20
Broadcom
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness13/20
- Operating adoption at scale18/25
- Research & engineering depth15/20
- Evidence quality8/10
Global 500 rank#230
AI score77
Rank lift+210
AI#21
Advanced Micro Devices
TechnologyEvidence and score detail
Dimension scores
- AI product & platform23/25
- Agent & interface openness14/20
- Operating adoption at scale17/25
- Research & engineering depth15/20
- Evidence quality8/10
Global 500 rank#478
AI score77
Rank lift+457
AI#22
Taiwan Semiconductor Manufacturing
TechnologyEvidence and score detail
Dimension scores
- AI product & platform22/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth15/20
- Evidence quality8/10
Global 500 rank#82
AI score76
Rank lift+60
AI#23
Qualcomm
TechnologyEvidence and score detail
Dimension scores
- AI product & platform22/25
- Agent & interface openness15/20
- Operating adoption at scale17/25
- Research & engineering depth14/20
- Evidence quality8/10
Global 500 rank#359
AI score76
Rank lift+336
AI#24
Intel
TechnologyEvidence and score detail
Dimension scores
- AI product & platform22/25
- Agent & interface openness14/20
- Operating adoption at scale18/25
- Research & engineering depth14/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#289
AI score76
Rank lift+265
AI#25
Dell Technologies
TechnologyEvidence and score detail
Dimension scores
- AI product & platform21/25
- Agent & interface openness15/20
- Operating adoption at scale19/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#90
AI score75
Rank lift+65
AI#26
Hewlett Packard Enterprise
TechnologyEvidence and score detail
Dimension scores
- AI product & platform21/25
- Agent & interface openness16/20
- Operating adoption at scale18/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#481
AI score75
Rank lift+455
AI#27
Lenovo Group
TechnologyEvidence and score detail
Dimension scores
- AI product & platform20/25
- Agent & interface openness14/20
- Operating adoption at scale20/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#153
AI score74
Rank lift+126
AI#28
SK Hynix
TechnologyEvidence and score detail
Dimension scores
- AI product & platform21/25
- Agent & interface openness10/20
- Operating adoption at scale20/25
- Research & engineering depth14/20
- Evidence quality8/10
Global 500 rank#210
AI score73
Rank lift+182
AI#29
SoftBank Group
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform20/25
- Agent & interface openness14/20
- Operating adoption at scale18/25
- Research & engineering depth13/20
- Evidence quality8/10
Global 500 rank#300
AI score73
Rank lift+271
AI#30
Sony
TechnologyEvidence and score detail
Dimension scores
- AI product & platform20/25
- Agent & interface openness13/20
- Operating adoption at scale18/25
- Research & engineering depth14/20
- Evidence quality8/10
Global 500 rank#141
AI score73
Rank lift+111
AI#31
Hitachi
TechnologyEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness14/20
- Operating adoption at scale20/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#197
AI score73
Rank lift+166
AI#32
Uber Technologies
TechnologyEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness14/20
- Operating adoption at scale22/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#296
AI score73
Rank lift+264
AI#33
Visa
FinancialsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness14/20
- Operating adoption at scale22/25
- Research & engineering depth11/20
- Evidence quality9/10
Global 500 rank#403
AI score73
Rank lift+370
AI#34
Walmart
RetailingEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness12/20
- Operating adoption at scale23/25
- Research & engineering depth11/20
- Evidence quality9/10
Global 500 rank#2
AI score72
Rank lift-32
AI#35
Schneider Electric
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness13/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#348
AI score72
Rank lift+313
AI#36
Honeywell Technologies
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#395
AI score72
Rank lift+359
AI#37
Bosch Group
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness12/20
- Operating adoption at scale20/25
- Research & engineering depth13/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#102
AI score72
Rank lift+65
AI#38
ASML Holding
TechnologyEvidence and score detail
Dimension scores
- AI product & platform20/25
- Agent & interface openness9/20
- Operating adoption at scale20/25
- Research & engineering depth15/20
- Evidence quality8/10
Global 500 rank#453
AI score72
Rank lift+415
AI#39
Micron Technology
TechnologyEvidence and score detail
Dimension scores
- AI product & platform20/25
- Agent & interface openness10/20
- Operating adoption at scale20/25
- Research & engineering depth13/20
- Evidence quality8/10
Global 500 rank#438
AI score71
Rank lift+399
AI#40
PayPal Holdings
FinancialsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness14/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#500
AI score71
Rank lift+460
AI#41
Netflix
MediaEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness13/20
- Operating adoption at scale22/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#351
AI score71
Rank lift+310
AI#42
Sberbank
FinancialsEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness14/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality7/10
Global 500 rank#64
AI score71
Rank lift+22
AI#43
NTT
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness14/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#114
AI score71
Rank lift+71
AI#44
Deutsche Telekom
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness14/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#65
AI score71
Rank lift+21
AI#45
Xiaomi
TechnologyEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality7/10
Global 500 rank#232
AI score70
Rank lift+187
AI#46
Volkswagen
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness13/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#13
AI score70
Rank lift-33
AI#47
Toyota Motor
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#14
AI score70
Rank lift-33
AI#48
BMW Group
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#50
AI score70
Rank lift+2
AI#49
Mercedes-Benz Group
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#51
AI score70
Rank lift+2
AI#50
General Motors
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#39
AI score70
Rank lift-11
AI#51
Ford Motor
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#38
AI score69
Rank lift-13
AI#52
Hyundai Motor
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness12/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#72
AI score69
Rank lift+20
AI#53
BYD
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform19/25
- Agent & interface openness11/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality7/10
Global 500 rank#91
AI score69
Rank lift+38
AI#54
Stellantis
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#43
AI score69
Rank lift-11
AI#55
Honda Motor
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness11/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#55
AI score68
Rank lift0
AI#56
Zhejiang Geely Holding Group
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness11/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#138
AI score68
Rank lift+82
AI#57
Saudi Aramco
EnergyEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale23/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#5
AI score68
Rank lift-52
AI#58
ExxonMobil Holdings
EnergyEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness11/20
- Operating adoption at scale23/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#15
AI score68
Rank lift-43
AI#59
Shell
EnergyEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness11/20
- Operating adoption at scale22/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#22
AI score68
Rank lift-37
AI#60
Ping An Insurance
FinancialsEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#48
AI score68
Rank lift-12
AI#61
Bank of America
FinancialsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale22/25
- Research & engineering depth9/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#34
AI score67
Rank lift-27
AI#62
Goldman Sachs Group
FinancialsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#77
AI score67
Rank lift+15
AI#63
Morgan Stanley
FinancialsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#84
AI score67
Rank lift+21
AI#64
Capital One Financial
FinancialsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness13/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#206
AI score67
Rank lift+142
AI#65
Citigroup
FinancialsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#45
AI score67
Rank lift-20
AI#66
UnitedHealth Group
Health CareEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale23/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#4
AI score67
Rank lift-62
AI#67
Johnson & Johnson
Health CareEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#120
AI score67
Rank lift+53
AI#68
Roche Group
Health CareEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale20/25
- Research & engineering depth12/20
- Evidence quality8/10
Global 500 rank#176
AI score67
Rank lift+108
AI#69
AstraZeneca
Health CareEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#262
AI score67
Rank lift+193
AI#70
Merck
Health CareEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness11/20
- Operating adoption at scale20/25
- Research & engineering depth11/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#225
AI score67
Rank lift+155
AI#71
Novartis
Health CareEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#267
AI score66
Rank lift+196
AI#72
Eli Lilly
Health CareEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#224
AI score66
Rank lift+152
AI#73
Sanofi
Health CareEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth11/20
- Evidence quality8/10
Global 500 rank#279
AI score66
Rank lift+206
AI#74
China Mobile Communications
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth8/20
- Evidence quality8/10
Global 500 rank#53
AI score66
Rank lift-21
AI#75
Verizon Communications
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale21/25
- Research & engineering depth9/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#60
AI score66
Rank lift-15
AI#76
Orange
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#344
AI score65
Rank lift+268
AI#77
Vodafone Group
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#331
AI score65
Rank lift+254
AI#78
Telefónica
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness12/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#376
AI score65
Rank lift+298
AI#79
AT&T
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness11/20
- Operating adoption at scale21/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#75
AI score65
Rank lift-4
AI#80
China Telecommunications
TelecommunicationsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness11/20
- Operating adoption at scale21/25
- Research & engineering depth8/20
- Evidence quality8/10
Global 500 rank#134
AI score65
Rank lift+54
AI#81
L'Oréal
Household ProductsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#317
AI score65
Rank lift+236
AI#82
Coca-Cola
Food, Beverages & TobaccoEvidence and score detail
Dimension scores
- AI product & platform15/25
- Agent & interface openness10/20
- Operating adoption at scale22/25
- Research & engineering depth9/20
- Evidence quality9/10
Representative first-party evidence
Global 500 rank#329
AI score65
Rank lift+247
AI#83
Procter & Gamble
Household ProductsEvidence and score detail
Dimension scores
- AI product & platform15/25
- Agent & interface openness10/20
- Operating adoption at scale22/25
- Research & engineering depth9/20
- Evidence quality9/10
Global 500 rank#151
AI score65
Rank lift+68
AI#84
General Dynamics
Aerospace & DefenseEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness9/20
- Operating adoption at scale20/25
- Research & engineering depth10/20
- Evidence quality8/10
Global 500 rank#294
AI score64
Rank lift+210
AI#85
PepsiCo
Food, Beverages & TobaccoEvidence and score detail
Dimension scores
- AI product & platform15/25
- Agent & interface openness10/20
- Operating adoption at scale22/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#121
AI score64
Rank lift+36
AI#86
Delta Air Lines
TransportationEvidence and score detail
Dimension scores
- AI product & platform14/25
- Agent & interface openness9/20
- Operating adoption at scale23/25
- Research & engineering depth9/20
- Evidence quality9/10
Global 500 rank#235
AI score64
Rank lift+149
AI#87
FedEx
TransportationEvidence and score detail
Dimension scores
- AI product & platform15/25
- Agent & interface openness10/20
- Operating adoption at scale22/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#137
AI score64
Rank lift+50
AI#88
Lockheed Martin
Aerospace & DefenseEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness10/20
- Operating adoption at scale19/25
- Research & engineering depth10/20
- Evidence quality7/10
Representative first-party evidence
Global 500 rank#181
AI score64
Rank lift+93
AI#89
Northrop Grumman
Aerospace & DefenseEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness9/20
- Operating adoption at scale19/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#381
AI score63
Rank lift+292
AI#90
Airbus
Aerospace & DefenseEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale19/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#155
AI score63
Rank lift+65
AI#91
GE Aerospace
Aerospace & DefenseEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness9/20
- Operating adoption at scale19/25
- Research & engineering depth10/20
- Evidence quality8/10
Representative first-party evidence
Global 500 rank#341
AI score63
Rank lift+250
AI#92
ABB
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness11/20
- Operating adoption at scale19/25
- Research & engineering depth8/20
- Evidence quality8/10
Global 500 rank#466
AI score63
Rank lift+374
AI#93
Caterpillar
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale20/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#216
AI score63
Rank lift+123
AI#94
Deere
IndustrialsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale20/25
- Research & engineering depth8/20
- Evidence quality8/10
Global 500 rank#342
AI score63
Rank lift+248
AI#95
DHL Group
TransportationEvidence and score detail
Dimension scores
- AI product & platform15/25
- Agent & interface openness10/20
- Operating adoption at scale21/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#122
AI score63
Rank lift+27
AI#96
JD.com
RetailingEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness11/20
- Operating adoption at scale19/25
- Research & engineering depth7/20
- Evidence quality7/10
Global 500 rank#41
AI score62
Rank lift-55
AI#97
Meituan
RetailingEvidence and score detail
Dimension scores
- AI product & platform18/25
- Agent & interface openness11/20
- Operating adoption at scale19/25
- Research & engineering depth7/20
- Evidence quality7/10
Global 500 rank#311
AI score62
Rank lift+214
AI#98
Panasonic Holdings
TechnologyEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness10/20
- Operating adoption at scale18/25
- Research & engineering depth9/20
- Evidence quality8/10
Global 500 rank#286
AI score62
Rank lift+188
AI#99
Pfizer
Health CareEvidence and score detail
Dimension scores
- AI product & platform16/25
- Agent & interface openness10/20
- Operating adoption at scale19/25
- Research & engineering depth8/20
- Evidence quality8/10
Global 500 rank#240
AI score61
Rank lift+141
AI#100
Contemporary Amperex Technology
Motor Vehicles & PartsEvidence and score detail
Dimension scores
- AI product & platform17/25
- Agent & interface openness9/20
- Operating adoption at scale19/25
- Research & engineering depth8/20
- Evidence quality7/10
Global 500 rank#260
AI score60
Rank lift+160
No companies match the current filters.
One rubric across every sector
The five dimensions total 100 points. A bank, automaker, pharmaceutical company, cloud platform, or manufacturer is judged on evidence appropriate to its business, but the weights and publication gates remain the same.
AI product & platform
Production AI products, models, infrastructure, or customer-facing capabilities that can be independently identified.
Agent & interface openness
APIs, SDKs, open models, agent platforms, developer tooling, and public machine-readable interfaces.
Operating adoption at scale
First-party evidence that AI is embedded in core workflows, products, service delivery, or workforce operations.
Research & engineering depth
Dedicated labs, publications, models, patents, engineering programs, and sustained technical investment.
Evidence quality
Recency, first-party attribution, specificity, reproducibility, governance disclosure, and machine readability.
Independent LongArena research. LongArena is not affiliated with Fortune or any ranked company. Names and links identify the evaluated entities and evidence sources only; inclusion does not imply endorsement, partnership, customer status, recommendation, or investment merit. Public evidence can understate private adoption.
Machine-readable and agent-ready by design
AI assistants, search agents, researchers, and data pipelines can use stable public endpoints instead of scraping the visual ranking. JSON contains every row and score; Markdown explains the rubric; llms.txt provides a compact discovery contract.
Ranking JSON
Complete Top 100 data, dimension scores, rank comparison, evidence links, version, and disclaimer.
ranking.json →Ranking Markdown
Human- and agent-readable table of all 100 companies with canonical evidence links.
ranking.md →Methodology Markdown
Cohort, benchmark, scoring dimensions, evidence rules, tie handling, and limitations.
methodology.md →llms.txt
Concise agent discovery guide, preferred citation, endpoint map, and interpretation boundaries.
llms.txt →Enterprise AI-affinity questions
Definitions and interpretation rules for search engines, analysts, and AI agents.
What is enterprise AI affinity?
It is the strength of public evidence that a company turns AI into identifiable products, machine interfaces, scaled operating systems, and sustained research or engineering capability.
How is this different from the Fortune Global 500?
The Fortune Global 500 ranks companies by revenue. LongArena uses that list only as the 500-company cohort and comparison rank; revenue rank contributes no AI-affinity points and never breaks a tie.
What is the benchmark value?
The publication benchmark is 60/100, with additional minimum gates of 15/25 for operating adoption and 7/10 for evidence quality.
Can AI agents cite or reuse the ranking?
Yes. Use the canonical page for citation, ranking.json for structured data, ranking.md for a readable table, and methodology.md for scoring context. Preserve the version, audit date, and non-affiliation disclaimer.