AI panel Core AI Index·observed week 2026-W40
Every electronics category AI ranks.
CategoryRank shows where your brand appears in AI category memory — and whether AI describes you in the same language buyers use.
ⓘ how to read this index
- count
- beside each row — brands AI consistently associates with that category
- red
- most-contested — largest field of brands competing (top 15% by count)
- Family
- parent row — count rolls up child categories
- thin signal
- AI does not yet form a stable field at this depth — see parent
- AI ≠ buyer search
- under 30% of Google searches for the category match AI’s vocabulary — open the row to compare both. Full rules in methodology.
Most contested · top 8 of 37
244 categories·37 contested·1,675 brands
Sensors & Transducers
24 categories·2,903 brand-category appearances
Accelerometers
66brands
Gyroscopes
48brands
IMUs
22brands
Ambient Light Sensors
183brands
Photodetectors
294brands
Photoelectric Sensors
161brandsAI ≠ buyer search
Pir Sensors
46brandsAI ≠ buyer search
Board Mount Pressure Sensors
160brands
Industrial Pressure Sensors
183brands
Sensors Transducers
742brandsFamilyAI ≠ buyer search
Humidity Sensors
9brands
Image Sensors
72brands
IMU
138brands
Motion Sensors
121brandsFamily
Pressure Sensors
276brandsFamilyAI ≠ buyer search
Temperature Sensors
536brandsFamily
Current Sensors
82brands
Magnetic Sensors
62brands
Optical Sensors
413brandsFamilyAI ≠ buyer search
Proximity Sensors
56brands
Temperature Humidity Sensors
172brands
Temperature Probes
330brands
Thermistors
80brands
Thermostats
299brands
Connectors & Interconnects
29 categories·2,593 brand-category appearances
Connectors Interconnects
521brandsFamilyAI ≠ buyer search
Automotive Connectors
94brands
Backplane Connectors
54brands
Board To Board Connectors
119brands
Cable Assemblies
299brands
Card Edge Connectors
42brands
Circular Connectors
159brandsAI ≠ buyer search
Coaxial Cables
78brandsAI ≠ buyer search
D Sub Connectors
109brands
Ffc Fpc Connectors
97brands
Fiber Optic Cables
57brands
Fiber Optic Connectors
59brands
Flat Cables
56brands
HDMI Connectors
29brands
Headers Wire Housings
206brands
Hook Up Wire
17brands
M12 Connectors
8brands
Mil Spec Connectors
48brands
Multi Conductor Cables
39brands
PCB Headers
150brands
Power Connectors
41brands
Rectangular Connectors
65brands
RF Coaxial Connectors
157brands
RF Connectors
60brands
Rj45 Connectors
24brands
Terminal Blocks
223brands
Terminals
59brands
USB Connectors
45brands
Wire Cable
95brands
Wireless & RF
17 categories·2,430 brand-category appearances
Rfid NFC
99brandsFamily
NFC Rfid Readers
30brandsAI ≠ buyer search
NFC Rfid Tags
30brands
Bluetooth Modules
104brands
Cellular Modules
375brands
Combo Wireless Modules
47brands
Multiprotocol Modules
133brands
WIFI Modules
42brands
Wireless RF
792brandsFamilyAI ≠ buyer search
Antennas
78brandsAI ≠ buyer search
RF Amplifiers
102brands
RF Interconnect
316brands
RF Modules
116brands
RF Semiconductors
432brandsFamily
RF Switches
76brandsAI ≠ buyer search
RF Transceivers
107brands
Wireless Modules
581brandsFamilyAI ≠ buyer search
Passive Components
35 categories·2,360 brand-category appearances
Film Capacitors
81brandsAI ≠ buyer search
Aluminum Electrolytic
124brands
Aluminum Electrolytic Capacitorsthin signal — see Capacitorsthin
1brands
Ceramic Capacitors
161brandsAI ≠ buyer search
Electrolytic Capacitors
14brandsAI ≠ buyer search
MLCC
55brands
MLCC Capacitors
74brands
Supercapacitors
61brands
Tantalum Capacitors
28brands
Chip Inductors
46brands
Coupled Inductors
55brands
Ferrite Beads
63brands
Power Inductors
57brands
RF Inductors
44brands
Wirewound Inductors
28brands
Passive Components
547brandsFamily
Capacitors
278brandsFamilyAI ≠ buyer search
EMI-RFI Suppression
58brands
Fans And Blowers
21brands
Filters
169brandsAI ≠ buyer search
Frequency Control Devices
127brandsAI ≠ buyer search
Heat Sinks
38brands
Inductors
143brandsFamilyAI ≠ buyer search
Peltier Modules
48brands
Resistors
233brandsFamily
Signal Conditioning
74brands
Thermal Interface Products
129brands
Transformers
228brandsAI ≠ buyer search
Chip Resistors
58brands
Current Sense Resistors
33brands
Fixed Resistorsthin signal — see Resistorsthin
4brands
Potentiometers
43brands
Resistor Networks
23brands
Through Hole Resistors
197brands
Variable Resistors
9brands
Embedded Computing
14 categories·2,089 brand-category appearances
Embedded Computing
762brandsFamily
16 Bit Microcontrollers
6brands
32 Bit Microcontrollers
19brands
8 Bit Microcontrollers
33brands
Application Processors
23brandsAI ≠ buyer search
Arm Cortex M
18brands
DSP Processors
25brands
Microcontrollers
250brandsAI ≠ buyer search
Mpu
90brands
CPLDs
386brands
DSPs
480brands
FPGAs
167brands
Microprocessors
116brands
SoCs
199brandsAI ≠ buyer search
Power Management
15 categories·1,595 brand-category appearances
Boost Converters
29brands
Buck Boost Converters
34brands
Buck Converters
9brands
Power Management
668brandsFamily
Battery Management
343brands
DC-DC Converters
119brandsFamily
Gate Drivers
68brands
Hot Swap Controllers
11brands
LDO Regulators
44brands
Linear Regulators
15brands
PMIC
412brands
Power Factor Correction
37brands
Switching Regulators
10brands
Supervisors Reset ICs
280brands
Voltage Regulators
186brandsAI ≠ buyer search
Discrete Semiconductors
19 categories·1,275 brand-category appearances
Bridge Rectifiers
41brands
Rectifier Diodes
29brands
Schottky Diodes
41brands
TVS Diodes
72brands
Zener Diodes
16brands
Discrete Semiconductors
373brandsFamily
Diodes
112brandsFamilyAI ≠ buyer search
Diodes General Purpose
81brands
Esd Protection Devices
111brands
Fuses
121brandsAI ≠ buyer search
IGBTs
64brandsAI ≠ buyer search
MOSFETs
79brandsAI ≠ buyer search
Ptc Resettable Fuses
5brands
Rectifiers
123brandsAI ≠ buyer search
Surge Protection Devices
121brands
Thyristors
99brands
Transistors
99brandsFamilyAI ≠ buyer search
Varistors
32brandsAI ≠ buyer search
BJTs
52brands
Electromechanical
11 categories·1,199 brand-category appearances
Electromechanical
527brandsFamily
Crimp Tools
63brands
Enclosures
200brandsAI ≠ buyer search
Encoders
40brandsAI ≠ buyer search
Motors And Drives
87brandsAI ≠ buyer search
Prototyping Products
159brands
Racks And Cabinets
34brands
Relays And Solenoids
77brands
Soldering Equipment
95brandsAI ≠ buyer search
Switches
240brands
Tools
103brandsAI ≠ buyer search
Integrated Circuits (ICs)
7 categories·1,023 brand-category appearances
Integrated Circuits ICs
412brandsFamily
Amplifier ICs
109brandsAI ≠ buyer search
Audio ICs
158brandsAI ≠ buyer search
Communication ICs
171brands
Data Converter ICs
223brands
Driver ICs
107brands
Switch ICs
122brands
Optoelectronics
13 categories·713 brand-category appearances
Optoelectronics
338brandsFamily
Displays
61brandsAI ≠ buyer search
Fiber Optics
178brandsAI ≠ buyer search
Infrared Leds
28brandsAI ≠ buyer search
Laser Diodes
28brands
LED Emitters
21brands
LED Indication
23brands
LED Lighting
120brands
Leds
37brandsAI ≠ buyer search
Optical Encoders
22brands
Photodiodes
34brands
Phototransistors
19brands
Visible Leds
22brands
Linear / Analog ICs
9 categories·637 brand-category appearances
Linear Analog ICs
368brandsFamily
Comparators
52brandsAI ≠ buyer search
Current Sense Amplifiers
20brands
Differential Amplifiers
12brands
Instrumentation Amplifiers
51brands
Operational Amplifiers
46brandsAI ≠ buyer search
Video Amplifiers
25brands
Audio Amplifiers
246brands
Op Amps
81brands
Memory
9 categories·550 brand-category appearances
Memory
258brandsFamilyAI ≠ buyer search
Fram
18brands
MRAM
11brands
NOR Flash
27brands
DRAM
81brands
EEPROM
62brands
Flash Memory
93brandsAI ≠ buyer search
NAND Flash
70brands
SRAM
98brands
Clock & Timing
6 categories·512 brand-category appearances
Clock Timing
260brandsFamilyAI ≠ buyer search
Crystal Oscillators Xo
58brands
MEMS Oscillators
109brands
Quartz Crystals
75brandsAI ≠ buyer search
Tcxo
78brands
Vcxo
61brands
Power Supplies
1 category·453 brand-category appearances
Power Supplies
453brandsAI ≠ buyer search
Interface ICs
9 categories·434 brand-category appearances
Interface ICs
228brandsFamily
CAN Transceivers
36brands
Ethernet Phy
74brands
I2C Expanders
54brands
Lvds Transceivers
13brands
Rs 232 Transceiversthin signal — see Interface ICsthin
3brands
Rs 485 Transceivers
10brands
SPI Interface
45brands
USB Controllers
139brands
LED Drivers
1 category·330 brand-category appearances
LED Drivers
330brands
Logic ICs
9 categories·255 brand-category appearances
Logic ICs
169brandsFamilyAI ≠ buyer search
Buffers Drivers
24brandsAI ≠ buyer search
Bus Transceivers
56brands
Counters
34brands
Flip Flops
6brands
Level Shifters
27brands
Logic Gates
13brands
Multiplexers
50brandsAI ≠ buyer search
Shift Registers
5brands
Display Drivers
1 category·209 brand-category appearances
Display Drivers
209brands
Motor Control ICs
1 category·166 brand-category appearances
Motor Control ICs
166brandsAI ≠ buyer search
Voltage References
1 category·146 brand-category appearances
Voltage References
146brands
Isolation
3 categories·115 brand-category appearances
Isolation
90brandsFamilyAI ≠ buyer search
Digital Isolators
53brands
Optocouplers
31brands
Beyond the components map
Adjacent categories.
These KIM families exist in the ontology and AI does rank brands within them — but they are not electronics-component categories. Systems-level integrations and software-adjacent verticals are rendered for substrate completeness, outside the primary scope of the components map above.
Industrial Automation
scope · systems5 categories·1,331 brand-category appearances
Industrial Automation
952brandsFamily
Contactors
116brandsAI ≠ buyer search
Industrial Power
78brandsAI ≠ buyer search
Network And Communication
80brandsAI ≠ buyer search
Panel Meters
196brands
Automotive Electronics
scope · systems1 category·544 brand-category appearances
Automotive Electronics
544brands
Data Acquisition
scope · systems3 categories·483 brand-category appearances
Data Acquisition
360brandsFamily
ADC
241brands
DAC
9brandsAI ≠ buyer search
IoT Solutions
scope · software1 category·401 brand-category appearances
IOT Solutions
401brands