AI Visibility Index · Cell report

Measured

AI Visibility Index: Industrial Gears in Texas

When a buyer asks an AI assistant for a industrial gears supplier in Texas, these are the companies that get named. This is what we found when the cell was last measured.

  • 72 companies tracked
  • Last measured September 30, 2026
  • Next measurement October 30, 2026

The headline numbers

Never named by AI

59 of 72

companies never appeared in a single buying question

They were asked the same 5 buying questions as everyone else in this cell and were not named once.

  • 13 named at least once
  • 59 never named
Not sure whether you are one of them?Check your domain
Cell average
0.57of 15

Across all 72 tracked companies.

Top ten average
5of 15

The ten most visible companies in the cell.

A company's score is how many of the 15 measured answers named it.

The top ten in Texas

These are the companies AI assistants named most often when Texas buyers went looking for a supplier in this category.

Top 10 most AI-visible Industrial Gears companies in Texas, measured September 30, 2026
RankCompanyAI visibility
1
C-B Gear & Machine Inc
Houston, Texas
2 name variants
  • C‑B Gear & Machine, Inc.most common6
  • C‑B Gear & Machine4

10 of 15 answers

2
Solution Gear Co.
Texas
2 name variants
  • Solution Gear Co.most common5
  • Solution Gear Company3

8 of 15 answers

3
Amarillo Gear Company
142 employeesAmarillo, Texas

7 of 15 answers

4
MAS GearTech
Texas

5 of 15 answers

5
Charles A Templeton Machine
7 employeesOdessa, Texas

4 of 15 answers

6
Metro Sprocket & Gear
10 employeesMidlothian, Texas
2 name variants
  • Metro Sprocket & Gear, Inc.most common2
  • Metro Sprocket and Gear2

4 of 15 answers

7
Deran Gear Inc
58 employeesLubbock, Texas

3 of 15 answers

8
PETOL Gearench Inc
50 employeesClifton, Texas

3 of 15 answers

9
Air & Earth – Gear & Machine
Texas

3 of 15 answers

10
B & C Gear & Machine Inc.
Texas
2 name variants
  • B & C Gear & Machine Inc.most common2
  • B & C Gear and Machine1

3 of 15 answers

18 more companies were named at least once. Companies outside the top ten are counted in the averages but not named here.

Also named, based in another state

AI assistants named these companies too, but MacRAE'S lists them in a different state, not Texas. They belong to that state's ranking, not this one.

CompanyStateMentions
FMC EngineeringNew York4 of 15
Ace World CompaniesTennessee2 of 15
American Gear LLCIllinois2 of 15
Ascent Precision GearFlorida2 of 15
Ace World Companies – Gear‑Cutting DivisionTennessee1 of 15
STD Gear / Precision Gear & InstrumentMassachusetts1 of 15

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The five questions we asked

Every company in this cell is measured on the same questions, written the way a buyer would type them. That is what makes the ranking a comparison rather than a collection of anecdotes.

  1. 1“Best suppliers of industrial gears in Texas”
  2. 2“Who supplies precision ground helical gears in Texas”
  3. 3“I need a Texas gear manufacturer for a custom low-backlash gearbox project, who should I talk to”
  4. 4“Top industrial gears suppliers in Texas for OEM machinery buyers”
  5. 5“Which Texas gear manufacturers can handle carburized and ground gears to AGMA 10 or better”
  6. 6“List 20 industrial gears companies in Texas with their specialties.”the roster question

Each question is asked more than once, which is why a company's score is out of 15 answers rather than out of the number of questions.

Where AI drew its answers from

These are the sources the answers in this cell leaned on most, ranked by how many of the named companies each one stands behind.

  • centexmachine.com
    5 companies
  • cbgear.com
    2 companies
  • powertransmission.com
    2 companies
  • aceworldcompanies.com
    2 companies
  • ascentgear.com
    2 companies
  • bcgearmachine.com
    2 companies
  • iqsdirectory.comDirectory
    2 companies
  • masgeartech.com
    2 companies
  • metrosprocket.com
    2 companies
  • mitchellcrane.com
    2 companies
  • reddit.comDirectory
    2 companies
  • sgearbox.com
    2 companies

34 sources were cited across this cell's answers from 29 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Texas in context

Texas ranks 4th of 8 measured states in this category. Each bar is the share of that state's tracked companies that AI assistants named at least once; across every measured state in this category the share is 14%.

Texas (this report)Other measured statesCategory average (14%)

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