AI Visibility Index · Cell report
MeasuredAI 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
- 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.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | C-B Gear & Machine Inc Houston, Texas 2 name variants
| Houston, Texas | 10 of 15 answers |
| 2 | Solution Gear Co. Texas 2 name variants
| Texas | 8 of 15 answers |
| 3 | Amarillo Gear Company 142 employeesAmarillo, Texas | Amarillo, Texas | 7 of 15 answers |
| 4 | MAS GearTech Texas | Texas | 5 of 15 answers |
| 5 | Charles A Templeton Machine 7 employeesOdessa, Texas | Odessa, Texas | 4 of 15 answers |
| 6 | Metro Sprocket & Gear 10 employeesMidlothian, Texas 2 name variants
| Midlothian, Texas | 4 of 15 answers |
| 7 | Deran Gear Inc 58 employeesLubbock, Texas | Lubbock, Texas | 3 of 15 answers |
| 8 | PETOL Gearench Inc 50 employeesClifton, Texas | Clifton, Texas | 3 of 15 answers |
| 9 | Air & Earth – Gear & Machine Texas | Texas | 3 of 15 answers |
| 10 | B & C Gear & Machine Inc. Texas 2 name variants
| Texas | 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.
| Company | State | Mentions |
|---|---|---|
| FMC Engineering | New York | 4 of 15 |
| Ace World Companies | Tennessee | 2 of 15 |
| American Gear LLC | Illinois | 2 of 15 |
| Ascent Precision Gear | Florida | 2 of 15 |
| Ace World Companies – Gear‑Cutting Division | Tennessee | 1 of 15 |
| STD Gear / Precision Gear & Instrument | Massachusetts | 1 of 15 |
One of these yours?
A complete Blue Book listing is one of the sources assistants read in this category. Confirming your details is free.
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“Best suppliers of industrial gears in Texas”
- 2“Who supplies precision ground helical gears in Texas”
- 3“I need a Texas gear manufacturer for a custom low-backlash gearbox project, who should I talk to”
- 4“Top industrial gears suppliers in Texas for OEM machinery buyers”
- 5“Which Texas gear manufacturers can handle carburized and ground gears to AGMA 10 or better”
- 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.com5 companies
- cbgear.com2 companies
- powertransmission.com2 companies
- aceworldcompanies.com2 companies
- ascentgear.com2 companies
- bcgearmachine.com2 companies
- iqsdirectory.comDirectory2 companies
- masgeartech.com2 companies
- metrosprocket.com2 companies
- mitchellcrane.com2 companies
- reddit.comDirectory2 companies
- sgearbox.com2 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%.
- Wisconsin24%
- Michigan23%
- New York19%
- Texas18%
- Illinois13%
- Pennsylvania11%
- Ohio11%
- California5%
Look up a company
Enter a domain or a company name to see whether it is tracked in this cell, and whether the answers named it. This is a lookup against a measurement already taken, so it is instant.
Try cbgear.com or any other domain
Get your monthly AI Visibility Report
The public Index publishes one measurement per cell. A monthly report covers your own company:
- Every question it was named on
- Every question it was not
- What moved
Your own position is only ever shown to you.
More published reports in Texas
- Metal Fabrication Services909 tracked
- Contract Machining & Machine Shops515 tracked
- Injection Molded Plastics454 tracked
- Metal Service Centers395 tracked
- Industrial & Process Controls379 tracked
- Industrial Machinery & Equipment Distributors376 tracked
- Metal Cutting Tools333 tracked
- Industrial Fasteners316 tracked
- Industrial Pumps291 tracked
- Electrical Equipment Distributors290 tracked
- Metal Finishing Services288 tracked
- Pipe & Tube Fittings277 tracked