AI Visibility Index · Cell report

Measured

AI Visibility Index: Contract Machining & Machine Shops in California

When a buyer asks an AI assistant for a contract machining & machine shops supplier in California, these are the companies that get named. This is what we found when the cell was last measured.

  • 1,068 companies tracked
  • Last measured September 30, 2026
  • Next measurement October 30, 2026

The headline numbers

Never named by AI

1,033 of 1,068

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.

  • 35 named at least once
  • 1,033 never named
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Cell average
0.06of 15

Across all 1,068 tracked companies.

Top ten average
4.5of 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 California

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

Top 10 most AI-visible Contract Machining & Machine Shops companies in California, measured September 30, 2026
RankCompanyAI visibility
1
Tecma
7 employeesSacramento, California
2 name variants
  • TECMA Companymost common5
  • TECMA4

9 of 15 answers

2
RKL Technologies
California
2 name variants
  • RKL Technologiesmost common4
  • RKL Technologies, Inc.3

7 of 15 answers

3
Proaxxis Manufacturing
California

5 of 15 answers

4
True Precision Machining
California
2 name variants
  • True Precision Machiningmost common4
  • True Precision Machining (TPM)1

5 of 15 answers

5
V-Tech Manufacturing Inc.
4 employeesSunnyvale, California
2 name variants
  • V‑Tech Manufacturing, Inc.most common3
  • VTech Manufacturing, Inc.1

4 of 15 answers

6
A & R Engineering Co Inc
44 employeesCarson, California

3 of 15 answers

7
Canady Manufacturing Co
13 employeesSan Fernando, California
2 name variants
  • Canady Manufacturing Co.most common2
  • Canady Manufacturing1

3 of 15 answers

8
Mason Machine & Tool
2 employeesFullerton, California

3 of 15 answers

9
Price Manufacturing Co.
27 employeesRiverside, California

3 of 15 answers

10
Ramp Engineering
17 employeesParamount, California

3 of 15 answers

61 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 California. They belong to that state's ranking, not this one.

CompanyStateMentions
All Materials Manufacturing Company (AMMCO)Oregon3 of 15
Kelly ManufacturingKansas3 of 15
MTC CorpTexas2 of 15
Optima PrecisionOregon2 of 15
Campbell Engineering Inc.New York1 of 15
Genesis MachiningNew York1 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 contract machining and machine shop companies in California”
  2. 2“Who supplies precision CNC milled and turned components on contract in California”
  3. 3“I need a California contract machining partner for a 2,000-unit stainless steel medical device run, who should I talk to”
  4. 4“Top contract machining and machine shop suppliers in California for industrial OEM buyers”
  5. 5“Which California contract machining and machine shop providers can handle 5-axis CNC work with tight tolerance requirements”
  6. 6“List 20 contract machining and machine shop companies in California 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.

  • peacocktool.com
    3 companies
  • hhmachining.com
    2 companies
  • kellymfginc.com
    2 companies
  • sp-mfg.com
    2 companies
  • top-machining.com
    2 companies
  • adprecision.com
    2 companies
  • ammcomfg.com
    2 companies
  • canadymfg.com
    2 companies
  • crownprecision.com
    2 companies
  • dyecnc.com
    2 companies
  • jahmachine.com
    2 companies
  • mtccorp.com
    2 companies

88 sources were cited across this cell's answers from 80 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

California in context

California ranks 35th of 35 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 7%.

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More published reports in California