AI Visibility Index · Cell report

Measured

AI Visibility Index: Forgings in Texas

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

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

The headline numbers

Never named by AI

61 of 75

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.

  • 14 named at least once
  • 61 never named
Not sure whether you are one of them?Check your domain
Cell average
0.85of 15

Across all 75 tracked companies.

Top ten average
6.4of 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 Forgings companies in Texas, measured September 30, 2026
RankCompanyAI visibility
1
Cromdane Steel Inc
14 employeesHouston, Texas
2 name variants
  • Cromdane Steel, Inc.most common9
  • Cromdane Steel2

11 of 15 answers

2
Forged Components Inc
50 employeesHumble, Texas
2 name variants
  • Forged Components Inc. (FCI)most common5
  • Forged Components Inc. (FCI / Forge USA)2

7 of 15 answers

3
Liberty Forge Inc
60 employeesLiberty, Texas
2 name variants
  • Liberty Forge, Inc.most common4
  • Liberty Forge3

7 of 15 answers

4
Martin Sprocket & Gear - Foundry
60 employeesDallas, Texas
5 name variants
  • Martin Tool & Forge (Martin Sprocket & Gear)most common3
  • Martin Sprocket & Gear – Tool & Forge Division1
  • Martin Tool & Forge (Martin Sprocket)1
  • Tool & Forge (Martin Sprocket & Gear)1
  • Tool & Forge (Martin Sprocket)1

7 of 15 answers

5
R&M Forge and Fittings
10 employeesHouston, Texas

7 of 15 answers

6
TRINITY FORGE, INC
100 employeesMansfield, Texas
3 name variants
  • Trinity Forge & Machine, Inc.most common3
  • Trinity Forge & Machine3
  • Trinity Forge1

7 of 15 answers

7
Wyman Gordon PCC
167 employeesCypress, Texas
3 name variants
  • Wyman‑Gordon Houstonmost common5
  • Wyman-Gordon (PCC)1
  • Wyman-Gordon1

7 of 15 answers

8
Eastham Forge, Inc.
Texas

5 of 15 answers

9
Crow Precision Components (W. Pat Crow)
Texas

3 of 15 answers

10
Western of Texas Forge & Flange Co.
Texas
2 name variants
  • Western of Texas Forge & Flange Co.most common2
  • Western of Texas Forge & Flange1

3 of 15 answers

20 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
MFC FlangeCalifornia3 of 15
Forged Products, Inc.Ohio2 of 15
Aichi Forge USA, Inc.Kentucky1 of 15
OneMonroeIndiana1 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 forgings in Texas”
  2. 2“Who supplies custom closed-die steel forgings in Texas”
  3. 3“I need a Texas forging partner for a 10,000-piece heavy truck axle component run, who should I talk to”
  4. 4“Top forgings suppliers in Texas for OEM purchasing buyers”
  5. 5“Which Texas forging companies can handle near-net-shape alloy steel parts with full traceability”
  6. 6“List 20 forgings 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.

  • thomasnet.comDirectory
    13 companies
  • martinsprocket.com
    5 companies
  • sancosales.com
    4 companies
  • trinityforge.com
    3 companies
  • en.wikipedia.orgDirectory
    3 companies
  • mfcflange.com
    3 companies
  • cromdanesteel.com
    2 companies
  • forgedcomponents.com
    2 companies
  • iqsdirectory.comDirectory
    2 companies
  • libertyforge-inc.com
    2 companies
  • rmforge.com
    1 company
  • aichiforge.com
    1 company

41 sources were cited across this cell's answers from 27 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 7 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 18%.

Texas (this report)Other measured statesCategory average (18%)

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