AI Visibility Index · Cell report
MeasuredAI 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
- 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.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Tecma 7 employeesSacramento, California 2 name variants
| Sacramento, California | 9 of 15 answers |
| 2 | RKL Technologies California 2 name variants
| California | 7 of 15 answers |
| 3 | Proaxxis Manufacturing California | California | 5 of 15 answers |
| 4 | True Precision Machining California 2 name variants
| California | 5 of 15 answers |
| 5 | V-Tech Manufacturing Inc. 4 employeesSunnyvale, California 2 name variants
| Sunnyvale, California | 4 of 15 answers |
| 6 | A & R Engineering Co Inc 44 employeesCarson, California | Carson, California | 3 of 15 answers |
| 7 | Canady Manufacturing Co 13 employeesSan Fernando, California 2 name variants
| San Fernando, California | 3 of 15 answers |
| 8 | Mason Machine & Tool 2 employeesFullerton, California | Fullerton, California | 3 of 15 answers |
| 9 | Price Manufacturing Co. 27 employeesRiverside, California | Riverside, California | 3 of 15 answers |
| 10 | Ramp Engineering 17 employeesParamount, California | Paramount, 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.
| Company | State | Mentions |
|---|---|---|
| All Materials Manufacturing Company (AMMCO) | Oregon | 3 of 15 |
| Kelly Manufacturing | Kansas | 3 of 15 |
| MTC Corp | Texas | 2 of 15 |
| Optima Precision | Oregon | 2 of 15 |
| Campbell Engineering Inc. | New York | 1 of 15 |
| Genesis Machining | New York | 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 contract machining and machine shop companies in California”
- 2“Who supplies precision CNC milled and turned components on contract in California”
- 3“I need a California contract machining partner for a 2,000-unit stainless steel medical device run, who should I talk to”
- 4“Top contract machining and machine shop suppliers in California for industrial OEM buyers”
- 5“Which California contract machining and machine shop providers can handle 5-axis CNC work with tight tolerance requirements”
- 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.com3 companies
- hhmachining.com2 companies
- kellymfginc.com2 companies
- sp-mfg.com2 companies
- top-machining.com2 companies
- adprecision.com2 companies
- ammcomfg.com2 companies
- canadymfg.com2 companies
- crownprecision.com2 companies
- dyecnc.com2 companies
- jahmachine.com2 companies
- mtccorp.com2 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%.
- Louisiana20%
- Kentucky18%
- Utah16%
- Kansas16%
- Oklahoma16%
- West Virginia16%
- Arkansas16%
- New Hampshire14%
- Arizona14%
- South Carolina13%
- Virginia13%
- Alabama12%
- Oregon12%
- Iowa12%
- Maryland11%
- Tennessee10%
- Minnesota10%
- Washington9%
- Georgia9%
- Connecticut9%
- Missouri8%
- Massachusetts7%
- New Jersey7%
- North Carolina7%
- Florida7%
- Colorado7%
- Indiana6%
- Wisconsin6%
- New York5%
- Texas5%
- Illinois5%
- Michigan4%
- Ohio4%
- Pennsylvania3%
- California3%
Look up a company
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More published reports in California
- Metal Fabrication Services1,186 tracked
- Industrial & Process Controls948 tracked
- Injection Molded Plastics845 tracked
- Metal Cutting Tools707 tracked
- Industrial Fasteners558 tracked
- Industrial Wire & Cable531 tracked
- Plastic Extrusion & Thermoforming515 tracked
- Industrial Machinery & Equipment Distributors465 tracked
- Electrical Equipment Distributors459 tracked
- Metal Finishing Services452 tracked
- Metal Service Centers452 tracked
- Electrical & Electronic Enclosures445 tracked