RankLens RankLens
November 2025 data · ChatGPT responses

Industrials Sector AI Brand Visibility Leaderboard

Competitive rankings for brands measured by AI search visibility, discovery, confidence, match quality, and average rank across RankLens entity tests.

47
Companies Ranked
5.0
Avg Entities Tested
34.5%
Avg Discovery
$975.2B
Tracked Market Cap
Competitive Landscape

Top Brands by Entity

Switch entities to see which brands AI systems surface first.
#1

Toro

TTC Construction and Farm Machinery thetorocompany.com $8.9B
AI Visibility Score 77.8/100
Average Visibility Index across 5 tested entities.
Competitive Position efficient turf management systems
Toro You are here
#1
Strongest: efficient turf management systems · #1 · VI 99
Weakest: residential and commercial landscaping · N/A · VI 0
#1.8
Avg Rank
75.4%
LLM Confidence
80%
Brand Discovery
80
Brand Target
80%
Brand Match
View Full Report
#2

Corning

GLW Electronics, Electrical Equip. corning.com $31.2B
AI Visibility Score 75.4/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced glass technology solutions
Corning You are here
#1
Strongest: advanced glass technology solutions · #4 · VI 97
Weakest: environmental sustainability initiatives · N/A · VI 0
#5.3
Avg Rank
69%
LLM Confidence
80%
Brand Discovery
80
Brand Target
80%
Brand Match
View Full Report
#3

Flowserve

FLS Industrial Machinery flowserve.com $4.7B
AI Visibility Score 68.8/100
Average Visibility Index across 5 tested entities.
Competitive Position flow management technology provider
Flowserve You are here
#1
Strongest: flow management technology provider · #1 · VI 99
Weakest: process automation and optimization · N/A · VI 0
#3.3
Avg Rank
70.6%
LLM Confidence
75%
Brand Discovery
62.6
Brand Target
80%
Brand Match
View Full Report
#4

Deere

DE Construction and Farm Machinery deere.com $95.2B
AI Visibility Score 67/100
Average Visibility Index across 5 tested entities.
Competitive Position construction vehicle technology
Deere You are here
#1
Strongest: construction vehicle technology · #2 · VI 96
Weakest: sustainable farming solutions · #16 · VI 24
#5
Avg Rank
80.4%
LLM Confidence
75%
Brand Discovery
47.8
Brand Target
89%
Brand Match
View Full Report
#5

Rockwell Automation

ROK Electronics, Electrical Equip. rockwellautomation.com $32.5B
AI Visibility Gap
Fortune 500 company with weaker AI ranking depth than expected.
AI Visibility Score 64.2/100
Average Visibility Index across 5 tested entities.
Competitive Position robotics and control systems
Rockwell Automation You are here
#1
Strongest: robotics and control systems · #2 · VI 99
Weakest: process optimization tools · N/A · VI 0
#78.8
Avg Rank
79.6%
LLM Confidence
70%
Brand Discovery
45.2
Brand Target
80%
Brand Match
View Full Report
#6

Hubbell

HUBB Electronics, Electrical Equip. hubbell.com $10.0B
AI Visibility Score 53.6/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial lighting systems
Hubbell You are here
#1
Strongest: industrial lighting systems · #3 · VI 93
Weakest: infrastructure connectivity services · N/A · VI 0
#6
Avg Rank
42.6%
LLM Confidence
60%
Brand Discovery
60
Brand Target
52%
Brand Match
View Full Report
#7

Honeywell International

HON Industrial Machinery honeywell.com $120.6B
AI Visibility Score 52.4/100
Average Visibility Index across 5 tested entities.
Competitive Position building management systems
Honeywell International You are here
#1
Strongest: building management systems · #1 · VI 99
Weakest: energy efficiency innovations · #19 · VI 14
#7.4
Avg Rank
65.8%
LLM Confidence
65%
Brand Discovery
27.8
Brand Target
89%
Brand Match
View Full Report
#8

W.W. Grainger

GWW Industrial Machinery grainger.com $26.4B
AI Visibility Gap
Fortune 500 company with weaker AI ranking depth than expected.
AI Visibility Score 51.4/100
Average Visibility Index across 5 tested entities.
Competitive Position maintenance repair and operations
W.W. Grainger You are here
#1
Strongest: maintenance repair and operations · #310 · VI 98
Weakest: facility management services · N/A · VI 0
#105.3
Avg Rank
58.2%
LLM Confidence
55%
Brand Discovery
42.6
Brand Target
47.2%
Brand Match
View Full Report
#9

Lincoln Electric Holdings

LECO Industrial Machinery lincolnelectric.com $8.1B
AI Visibility Score 50.8/100
Average Visibility Index across 5 tested entities.
Competitive Position welding technology and innovation
Lincoln Electric Holdings You are here
#1
Strongest: welding technology and innovation · #1 · VI 99
Weakest: automation in manufacturing processes · N/A · VI 0
#207
Avg Rank
56.4%
LLM Confidence
55%
Brand Discovery
42.6
Brand Target
46.8%
Brand Match
View Full Report
#10

A.O. Smith

AOS Electronics, Electrical Equip. aosmith.com $10.0B
AI Visibility Score 50.4/100
Average Visibility Index across 5 tested entities.
Competitive Position water heating solutions
A.O. Smith You are here
#1
Strongest: water heating solutions · #2 · VI 98
Weakest: smart home technology · N/A · VI 0
#10
Avg Rank
49.6%
LLM Confidence
60%
Brand Discovery
42.6
Brand Target
68%
Brand Match
View Full Report
#11

Timken

TKR Industrial Machinery timken.com $4.5B
AI Visibility Score 49.6/100
Average Visibility Index across 5 tested entities.
Competitive Position mechanical power transmission systems
Timken You are here
#1
Strongest: mechanical power transmission systems · #2 · VI 96
Weakest: motion control technologies · N/A · VI 0
#4
Avg Rank
53.4%
LLM Confidence
55%
Brand Discovery
42.6
Brand Target
60%
Brand Match
View Full Report
#12

Generac Holdings

GNRC Industrial Machinery generac.com $9.2B
AI Visibility Score 48.4/100
Average Visibility Index across 5 tested entities.
Competitive Position renewable energy products
Generac Holdings You are here
#1
Strongest: renewable energy products · #9 · VI 88
Weakest: energy management technology · N/A · VI 0
#7.5
Avg Rank
63.8%
LLM Confidence
55%
Brand Discovery
27.8
Brand Target
59.4%
Brand Match
View Full Report
#13

Belden

BDC Electronics, Electrical Equip. belden.com $2.5B
AI Visibility Score 44.6/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial connectivity solutions
Belden You are here
#1
Strongest: industrial connectivity solutions · #5 · VI 96
Weakest: signal integrity products · N/A · VI 0
#11.5
Avg Rank
42.8%
LLM Confidence
50%
Brand Discovery
42.6
Brand Target
80%
Brand Match
View Full Report
#14

Zebra Technologies

ZBRA Electronics, Electrical Equip. zebra.com $22.0B
AI Visibility Score 44.4/100
Average Visibility Index across 5 tested entities.
Competitive Position rfid asset tracking technology
Zebra Technologies You are here
#1
Strongest: rfid asset tracking technology · #1 · VI 99
Weakest: inventory management software tools · N/A · VI 0
#1
Avg Rank
59.2%
LLM Confidence
50%
Brand Discovery
25.2
Brand Target
60%
Brand Match
View Full Report
#15

AGCO

AGCO Construction and Farm Machinery agcocorp.com $10.9B
AI Visibility Score 44.4/100
Average Visibility Index across 5 tested entities.
Competitive Position farm machinery innovation
AGCO You are here
#1
Strongest: farm machinery innovation · #4 · VI 92
Weakest: crop production solutions · N/A · VI 0
#4.7
Avg Rank
44.6%
LLM Confidence
50%
Brand Discovery
40
Brand Target
38.6%
Brand Match
View Full Report
#16

Cummins

CMI Industrial Machinery cummins.com $29.1B
AI Visibility Score 43/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial equipment manufacturing
Cummins You are here
#1
Dover
#2
ITT
#3
Strongest: industrial equipment manufacturing · #8 · VI 94
Weakest: performance and efficiency · N/A · VI 0
#4
Avg Rank
55.2%
LLM Confidence
50%
Brand Discovery
25.2
Brand Target
49%
Brand Match
View Full Report
#17

Parker-Hannifin

PH Industrial Machinery parker.com $36.5B
AI Visibility Score 42.6/100
Average Visibility Index across 5 tested entities.
Competitive Position aerospace components manufacturing
Parker-Hannifin You are here
#1
Strongest: aerospace components manufacturing · #5 · VI 92
Weakest: industrial automation solutions · N/A · VI 0
#2.7
Avg Rank
53.6%
LLM Confidence
50%
Brand Discovery
25.2
Brand Target
46.2%
Brand Match
View Full Report
#18

Encore Wire

WIRE Electronics, Electrical Equip. encorewire.com $2.4B
AI Visibility Score 41.4/100
Average Visibility Index across 5 tested entities.
Competitive Position electrical wire manufacturing industry
Encore Wire You are here
#1
Strongest: electrical wire manufacturing industry · #3 · VI 94
Weakest: custom cable assembly services · N/A · VI 0
#10.3
Avg Rank
37.6%
LLM Confidence
45%
Brand Discovery
42.6
Brand Target
60%
Brand Match
View Full Report
#19

Vertiv Holdings

VRT Electronics, Electrical Equip. vertiv.com $5.3B
AI Visibility Score 40.4/100
Average Visibility Index across 5 tested entities.
Competitive Position power management systems for technology
Vertiv Holdings You are here
#1
Strongest: power management systems for technology · #13 · VI 89
Weakest: edge computing support services · N/A · VI 0
#5
Avg Rank
48.6%
LLM Confidence
50%
Brand Discovery
25.2
Brand Target
60%
Brand Match
View Full Report
#20

Snap-on

SNA Industrial Machinery snapon.com $11.0B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 37.2/100
Average Visibility Index across 5 tested entities.
Competitive Position automotive repair tools
Snap-on You are here
#1
Strongest: automotive repair tools · #1 · VI 62
Weakest: diagnostic equipment services · N/A · VI 0
#1
Avg Rank
60%
LLM Confidence
45%
Brand Discovery
7.8
Brand Target
60%
Brand Match
View Full Report
#21

Atkore

ATKR Electronics, Electrical Equip. atkore.com $4.4B
AI Visibility Score 35.8/100
Average Visibility Index across 5 tested entities.
Competitive Position electrical conduit and fittings
Atkore You are here
#1
Strongest: electrical conduit and fittings · #1 · VI 62
Weakest: industrial construction products · N/A · VI 0
#10
Avg Rank
58%
LLM Confidence
40%
Brand Discovery
10.4
Brand Target
80%
Brand Match
View Full Report
#22

EnerSys

ENS Electronics, Electrical Equip. enersys.com $3.1B
AI Visibility Score 32.2/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced lead-acid technology
EnerSys You are here
#1
Strongest: advanced lead-acid technology · #2 · VI 99
Weakest: backup power supply · N/A · VI 0
#1.5
Avg Rank
40%
LLM Confidence
35%
Brand Discovery
22.6
Brand Target
40%
Brand Match
View Full Report
#23

Otis Worldwide

OTIS Industrial Machinery otis.com $32.7B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 29.2/100
Average Visibility Index across 5 tested entities.
Competitive Position elevator modernization services
Otis Worldwide You are here
#1
Strongest: elevator modernization services · #1 · VI 62
Weakest: maintenance and repair solutions · N/A · VI 0
#5.7
Avg Rank
45.6%
LLM Confidence
35%
Brand Discovery
7.8
Brand Target
26.4%
Brand Match
View Full Report
#24

Xylem

XYL Industrial Machinery xylem.com $15.4B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 29.2/100
Average Visibility Index across 5 tested entities.
Competitive Position intelligent water systems
Xylem You are here
#1
Strongest: intelligent water systems · #1 · VI 62
Weakest: advanced hydraulic engineering · N/A · VI 0
#7
Avg Rank
43.4%
LLM Confidence
40%
Brand Discovery
5.2
Brand Target
60%
Brand Match
View Full Report
#25

Terex

TEX Construction and Farm Machinery terex.com $2.5B
AI Visibility Score 28.8/100
Average Visibility Index across 5 tested entities.
Competitive Position construction equipment manufacturing
Terex You are here
#1
Strongest: construction equipment manufacturing · #11 · VI 90
Weakest: equipment rental services · N/A · VI 0
#9.5
Avg Rank
30%
LLM Confidence
35%
Brand Discovery
22.6
Brand Target
40%
Brand Match
View Full Report
#26

Nordson

NDSN Industrial Machinery nordson.com $13.2B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 28.6/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced coating and curing equipment
Nordson You are here
#1
Strongest: advanced coating and curing equipment · #1 · VI 62
Weakest: industrial automation technology systems · N/A · VI 0
#2.7
Avg Rank
51.4%
LLM Confidence
30%
Brand Discovery
5.2
Brand Target
46.8%
Brand Match
View Full Report
#27

Mueller Industries

MLI Industrial Machinery muellerindustries.com $3.1B
AI Visibility Score 25.4/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial metal fabrication services
Mueller Industries You are here
#1
Strongest: industrial metal fabrication services · #12 · VI 56
Weakest: hvac system components provider · N/A · VI 0
#11
Avg Rank
44.8%
LLM Confidence
25%
Brand Discovery
7.8
Brand Target
55.2%
Brand Match
View Full Report
#28

Donaldson

DCI Industrial Machinery donaldson.com $6.4B
AI Visibility Score 24.4/100
Average Visibility Index across 5 tested entities.
Competitive Position air and fluid filtration solutions
Donaldson You are here
#1
Strongest: air and fluid filtration solutions · #2 · VI 61
Weakest: engine and industrial applications · N/A · VI 0
#1.5
Avg Rank
38.4%
LLM Confidence
30%
Brand Discovery
5.2
Brand Target
28.8%
Brand Match
View Full Report
#29

R.R. Donnelley & Sons

RRD Industrial Machinery rrd.com $290M
AI Visibility Score 23.8/100
Average Visibility Index across 5 tested entities.
Competitive Position commercial printing services
R.R. Donnelley & Sons You are here
#1
Strongest: commercial printing services · #7 · VI 60
Weakest: digital document management · N/A · VI 0
#4.5
Avg Rank
36.8%
LLM Confidence
30%
Brand Discovery
5.2
Brand Target
26.4%
Brand Match
View Full Report
#30

Ingersoll Rand

IR Industrial Machinery irco.com $20.5B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 19.6/100
Average Visibility Index across 5 tested entities.
Competitive Position compressed air systems
Ingersoll Rand You are here
#1
Strongest: compressed air systems · #1 · VI 98
Weakest: automation and control services · N/A · VI 0
#1
Avg Rank
19.4%
LLM Confidence
20%
Brand Discovery
20
Brand Target
20%
Brand Match
View Full Report
#31

Whirlpool

WHR Electronics, Electrical Equip. whirlpoolcorp.com $10.1B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 19.2/100
Average Visibility Index across 5 tested entities.
Competitive Position energy-efficient kitchen appliances
Whirlpool You are here
#1
Strongest: energy-efficient kitchen appliances · #3 · VI 96
Weakest: home appliance manufacturing solutions · N/A · VI 0
#3
Avg Rank
18.2%
LLM Confidence
20%
Brand Discovery
20
Brand Target
20%
Brand Match
View Full Report
#32

Tenneco

TEN Industrial Machinery tenneco.com $1.5B
AI Visibility Score 19.2/100
Average Visibility Index across 5 tested entities.
Competitive Position automotive emissions control technology
Tenneco You are here
#1
Strongest: automotive emissions control technology · #7 · VI 96
Weakest: advanced manufacturing processes in automotive · N/A · VI 0
#7
Avg Rank
18.4%
LLM Confidence
20%
Brand Discovery
20
Brand Target
20%
Brand Match
View Full Report
#33

Emerson Electric

EMR Industrial Machinery emerson.com $58.2B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 18.8/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial automation solutions
Rockwell Automation
#1
Emerson Electric You are here
#2
Honeywell International
#3
Strongest: industrial automation solutions · #5 · VI 94
Weakest: climate technologies and services · N/A · VI 0
#5
Avg Rank
17%
LLM Confidence
20%
Brand Discovery
20
Brand Target
20%
Brand Match
View Full Report
#34

Oshkosh

OSK Construction and Farm Machinery oshkoshcorp.com $6.7B
AI Visibility Gap
Fortune 500 company with weaker AI ranking depth than expected.
AI Visibility Score 18/100
Average Visibility Index across 5 tested entities.
Competitive Position heavy-duty vehicle manufacturing
Oshkosh You are here
#1
Strongest: heavy-duty vehicle manufacturing · #15 · VI 90
Weakest: commercial truck solutions · N/A · VI 0
#15
Avg Rank
14.6%
LLM Confidence
20%
Brand Discovery
20
Brand Target
10.6%
Brand Match
View Full Report
#35

Middleby

MIDD Industrial Machinery middleby.com $9.0B
AI Visibility Score 16.2/100
Average Visibility Index across 5 tested entities.
Competitive Position automated food preparation machinery
Middleby You are here
#1
Strongest: automated food preparation machinery · #1 · VI 56
Weakest: commercial kitchen equipment solutions · N/A · VI 0
#10
Avg Rank
24.2%
LLM Confidence
20%
Brand Discovery
5.2
Brand Target
31.4%
Brand Match
View Full Report
#36

Caterpillar

CAT Construction and Farm Machinery caterpillar.com $95.7B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 8/100
Average Visibility Index across 5 tested entities.
Competitive Position earthmoving and excavation tools
Caterpillar You are here
#1
Strongest: earthmoving and excavation tools · #2 · VI 40
Weakest: agricultural machinery innovations · N/A · VI 0
#2
Avg Rank
16.4%
LLM Confidence
5%
Brand Discovery
2.6
Brand Target
20%
Brand Match
View Full Report
#37

Resolute Forest Products

RFP Industrial Machinery resolutefp.com $992M
AI Visibility Score 5.6/100
Average Visibility Index across 5 tested entities.
Competitive Position wood-based manufacturing solutions
Resolute Forest Products You are here
#1
Strongest: wood-based manufacturing solutions · #11 · VI 28
Weakest: environmental stewardship initiatives · N/A · VI 0
#11
Avg Rank
10%
LLM Confidence
5%
Brand Discovery
2.6
Brand Target
20%
Brand Match
View Full Report
#38

Dover

DOV Industrial Machinery dovercorporation.com $22.6B
AI Visibility Gap
Fortune 500 company with weaker AI ranking depth than expected.
AI Visibility Score 4.4/100
Average Visibility Index across 5 tested entities.
Competitive Position industrial equipment manufacturing
Cummins
#1
Dover You are here
#2
ITT
#3
Strongest: industrial equipment manufacturing · #16 · VI 22
Weakest: automation and control services · N/A · VI 0
#16
Avg Rank
5.6%
LLM Confidence
5%
Brand Discovery
2.6
Brand Target
9%
Brand Match
View Full Report
#39

ITT

ITT Industrial Machinery itt.com $6.4B
AI Visibility Score 4.4/100
Average Visibility Index across 5 tested entities.
Competitive Position engineered solutions for industries
ITT You are here
#1
Strongest: engineered solutions for industries · #16 · VI 22
Weakest: advanced fluid management systems · N/A · VI 0
#16
Avg Rank
3.4%
LLM Confidence
10%
Brand Discovery
0
Brand Target
20%
Brand Match
View Full Report
#40

Carrier Global

CARR Industrial Machinery corporate.carrier.com $39.1B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position energy efficiency innovations
Honeywell International
#1
Carrier Global You are here
#2
Emerson Electric
#3
Strongest: energy efficiency innovations · N/A · VI 0
Weakest: energy efficiency innovations · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#41

Fortive

FTV Electronics, Electrical Equip. fortive.com $21.9B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced industrial technology solutions
Fortive You are here
#1
Strongest: advanced industrial technology solutions · N/A · VI 0
Weakest: advanced industrial technology solutions · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#42

Hillenbrand

HI Industrial Machinery hillenbrand.com $3.2B
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position automation and control technology
Hillenbrand You are here
#1
Strongest: automation and control technology · N/A · VI 0
Weakest: automation and control technology · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#43

IDEX

IEX Industrial Machinery idexcorp.com $14.6B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced medical device components
IDEX You are here
#1
Strongest: advanced medical device components · N/A · VI 0
Weakest: advanced medical device components · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#44

Illinois Tool Works

ITW Industrial Machinery itw.com $65.3B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position advanced engineering capabilities
Illinois Tool Works You are here
#1
Strongest: advanced engineering capabilities · N/A · VI 0
Weakest: advanced engineering capabilities · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#45

Lennox International

LII Industrial Machinery lennoxinternational.com $9.4B
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position energy-efficient temperature control
Lennox International You are here
#1
Strongest: energy-efficient temperature control · N/A · VI 0
Weakest: energy-efficient temperature control · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#46

Regal Rexnord

RRX Electronics, Electrical Equip. regalrexnord.com $10.0B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position automated equipment components
Regal Rexnord You are here
#1
Strongest: automated equipment components · N/A · VI 0
Weakest: automated equipment components · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
#47

Westinghouse Air Brake Technologies

WAB Industrial Machinery wabteccorp.com $17.8B
Low AI Presence
Large public brand with below-target AI discovery.
AI Visibility Score 0/100
Average Visibility Index across 5 tested entities.
Competitive Position locomotive control systems
Westinghouse Air Brake Technologies You are here
#1
Strongest: locomotive control systems · N/A · VI 0
Weakest: locomotive control systems · N/A · VI 0
N/A
Avg Rank
0%
LLM Confidence
0%
Brand Discovery
0
Brand Target
0%
Brand Match
View Full Report
# Company Ticker Industry Avg Rank Low Rank High Rank VI Discovery Market Cap Report
1 Toro TTC Construction and Farm Machinery #1.8 #2 #3 77.8 80% $8.9B
2 Corning GLW Electronics, Electrical Equip. #5.3 #8 #5 75.4 80% $31.2B
3 Flowserve FLS Industrial Machinery #3.3 #1 #4 68.8 75% $4.7B
4 Deere DE Construction and Farm Machinery #5 #1 #16 67 75% $95.2B
5 Rockwell Automation ROK Electronics, Electrical Equip. #78.8 #1 #2 64.2 70% $32.5B
6 Hubbell HUBB Electronics, Electrical Equip. #6 #5 #10 53.6 60% $10.0B
7 Honeywell International HON Industrial Machinery #7.4 #1 #19 52.4 65% $120.6B
8 W.W. Grainger GWW Industrial Machinery #105.3 #1 #3 51.4 55% $26.4B
9 Lincoln Electric Holdings LECO Industrial Machinery #207 #2 #9 50.8 55% $8.1B
10 A.O. Smith AOS Electronics, Electrical Equip. #10 #2 #19 50.4 60% $10.0B
11 Timken TKR Industrial Machinery #4 #2 #6 49.6 55% $4.5B
12 Generac Holdings GNRC Industrial Machinery #7.5 #1 #18 48.4 55% $9.2B
13 Belden BDC Electronics, Electrical Equip. #11.5 #5 #20 44.6 50% $2.5B
14 Zebra Technologies ZBRA Electronics, Electrical Equip. #1 #1 #1 44.4 50% $22.0B
15 AGCO AGCO Construction and Farm Machinery #4.7 #4 #6 44.4 50% $10.9B
16 Cummins CMI Industrial Machinery #4 #1 #8 43 50% $29.1B
17 Parker-Hannifin PH Industrial Machinery #2.7 #1 #5 42.6 50% $36.5B
18 Encore Wire WIRE Electronics, Electrical Equip. #10.3 #4 #17 41.4 45% $2.4B
19 Vertiv Holdings VRT Electronics, Electrical Equip. #5 #2 #5 40.4 50% $5.3B
20 Snap-on SNA Industrial Machinery #1 #1 #1 37.2 45% $11.0B
21 Atkore ATKR Electronics, Electrical Equip. #10 #1 #19 35.8 40% $4.4B
22 EnerSys ENS Electronics, Electrical Equip. #1.5 #1 #2 32.2 35% $3.1B
23 Otis Worldwide OTIS Industrial Machinery #5.7 #1 #15 29.2 35% $32.7B
24 Xylem XYL Industrial Machinery #7 #1 #18 29.2 40% $15.4B
25 Terex TEX Construction and Farm Machinery #9.5 #10 #10 28.8 35% $2.5B
26 Nordson NDSN Industrial Machinery #2.7 #1 #3 28.6 30% $13.2B
27 Mueller Industries MLI Industrial Machinery #11 #5 #16 25.4 25% $3.1B
28 Donaldson DCI Industrial Machinery #1.5 #1 #2 24.4 30% $6.4B
29 R.R. Donnelley & Sons RRD Industrial Machinery #4.5 #4 #2 23.8 30% $290M
30 Ingersoll Rand IR Industrial Machinery #1 #2 #1 19.6 20% $20.5B
31 Whirlpool WHR Electronics, Electrical Equip. #3 #7 #2 19.2 20% $10.1B
32 Tenneco TEN Industrial Machinery #7 #10 #6 19.2 20% $1.5B
33 Emerson Electric EMR Industrial Machinery #5 #5 #5 18.8 20% $58.2B
34 Oshkosh OSK Construction and Farm Machinery #15 #19 #13 18 20% $6.7B
35 Middleby MIDD Industrial Machinery #10 #1 #19 16.2 20% $9.0B
36 Caterpillar CAT Construction and Farm Machinery #2 #2 #2 8 5% $95.7B
37 Resolute Forest Products RFP Industrial Machinery #11 #11 #11 5.6 5% $992M
38 Dover DOV Industrial Machinery #16 #16 #16 4.4 5% $22.6B
39 ITT ITT Industrial Machinery #16 #20 #13 4.4 10% $6.4B
40 Carrier Global CARR Industrial Machinery N/A N/A N/A 0 0% $39.1B
41 Fortive FTV Electronics, Electrical Equip. N/A N/A N/A 0 0% $21.9B
42 Hillenbrand HI Industrial Machinery N/A N/A N/A 0 0% $3.2B
43 IDEX IEX Industrial Machinery N/A N/A N/A 0 0% $14.6B
44 Illinois Tool Works ITW Industrial Machinery N/A N/A N/A 0 0% $65.3B
45 Lennox International LII Industrial Machinery N/A N/A N/A 0 0% $9.4B
46 Regal Rexnord RRX Electronics, Electrical Equip. N/A N/A N/A 0 0% $10.0B
47 Westinghouse Air Brake Technologies WAB Industrial Machinery N/A N/A N/A 0 0% $17.8B
Visibility Gap Analysis

Discovery vs Average Rank

Lower average rank is better. Larger bubbles indicate larger market-cap companies when data is available.
Methodology

How RankLens Measures AI Brand Visibility

RankLens measures brand visibility in AI-generated responses across product and service category queries for each company. Metrics are normalized into a Visibility Index so brands can be compared across entity tests and sector peers.

Avg RankAverage position where the brand appears in AI responses. Lower is better.
LLM ConfidenceHow confident the AI is about brand relevance in sampled responses.
Brand DiscoveryPercent of responses where the brand is mentioned.
Visibility IndexComposite 0-100 score combining discovery, confidence, targeting, and match quality.
API Access