AI Visibility Index · Cell report

Measured

AI Visibility Index: Industrial Springs in Texas

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

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

The headline numbers

Never named by AI

42 of 52

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.

  • 10 named at least once
  • 42 never named
Not sure whether you are one of them?Check your domain
Cell average
1.23of 15

Across all 52 tracked companies.

Top ten average
7.2of 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 Springs companies in Texas, measured September 30, 2026
RankCompanyAI visibility
1
Coiling Technologies IncEvery answer
80 employeesHouston, Texas

15 of 15 answers

2
Suhm Coil Spring Works
100 employeesHouston, Texas

11 of 15 answers

3
Spring Engineers
25 employeesHouston, Texas

10 of 15 answers

4
Leeco Spring International Inc
14 employeesHouston, Texas

8 of 15 answers

5
Katy Spring & Manufacturing, Inc.
38 employeesKaty, Texas
3 name variants
  • Katy Spring & Mfg., Inc.most common3
  • Katy Spring & Manufacturing, Inc.2
  • Katy Spring & Manufacturing2

7 of 15 answers

6
Custom Spring Manufacturing
Texas

7 of 15 answers

7
Newcomb Spring of Texas
35 employeesDallas, Texas

5 of 15 answers

8
Piping Technology & Products Inc?
430 employeesHouston, Texas
3 name variants
  • Piping Technology & Products – Constant/Variable Spring Supportsmost common1
  • Piping Technology & Products / PT&P1
  • Piping Technology & Products, Inc.1

3 of 15 answers

9
Spring Products International
Navasota, Texas

3 of 15 answers

10
Gifford Spring Company, Inc.
Texas
2 name variants
  • Gifford Spring Company, Inc.most common2
  • Gifford Spring Company1

3 of 15 answers

6 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
Diamond Wire SpringPennsylvania2 of 15
Engineered Spring Products (ESP) – MW IndustriesNew Jersey2 of 15
Associated Spring (Barnes Group) – Dallas facilityConnecticut1 of 15
Diamond Wire Spring Co. – Tyler PlantPennsylvania1 of 15
Diamond Wire Spring – Southwest PlantPennsylvania1 of 15
Diamond Wire Spring – Texas plantPennsylvania1 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 springs in Texas”
  2. 2“Who supplies custom high-cycle compression springs in Texas”
  3. 3“I need a Texas spring manufacturer for a 100,000-piece industrial valve spring run, who should I talk to”
  4. 4“Top industrial spring suppliers in Texas for OEM engineering buyers”
  5. 5“Which Texas spring manufacturers can produce aerospace-grade springs to MIL-spec requirements”
  6. 6“List 20 industrial springs 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.

  • globalspec.comDirectory
    5 companies
  • valve-world.net
    4 companies
  • en.wikipedia.orgDirectory
    3 companies
  • katyspring.com
    2 companies
  • reddit.comDirectory
    2 companies
  • zycon.com
    2 companies
  • coilingtech.com
    1 company
  • leecospring.com
    1 company
  • springhouston.com
    1 company
  • customspringmfg.com
    1 company
  • spring-products.com
    1 company
  • suhm.net
    1 company

35 sources were cited across this cell's answers from 22 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 2nd 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 14%.

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

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