AI Visibility Index · Cell report
MeasuredAI Visibility Index: Precision Grinding Services in California
When a buyer asks an AI assistant for a precision grinding services supplier in California, these are the companies that get named. This is what we found when the cell was last measured.
- 122 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
99 of 122
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.
- 23 named at least once
- 99 never named
- Cell average
- 0.47of 15
Across all 122 tracked companies.
- Top ten average
- 4.1of 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 | JTR Specialties Inc. 5 employeesSouth El Monte, California | South El Monte, California | 9 of 15 answers |
| 2 | General Grinding Inc 12 employeesOakland, California | Oakland, California | 4 of 15 answers |
| 3 | LongBar Grinding, Incorporated 15 employeesSanta Fe Springs, California | Santa Fe Springs, California | 4 of 15 answers |
| 4 | Nelson Grinding 9 employeesFullerton, California 2 name variants
| Fullerton, California | 4 of 15 answers |
| 5 | Specialty Surface Grinding Inc 15 employeesLos Angeles, California | Los Angeles, California | 4 of 15 answers |
| 6 | TCI Precision Metals California | California | 4 of 15 answers |
| 7 | Downey Grinding Co 61 employeesDowney, California 2 name variants
| Downey, California | 3 of 15 answers |
| 8 | General Grinding 25 employeesLa Mirada, California | La Mirada, California | 3 of 15 answers |
| 9 | Industrial Tool and Die, Inc. 13 employeesSanta Ana, California 3 name variants
| Santa Ana, California | 3 of 15 answers |
| 10 | Precision Grinding Co 12 employeesOrange, California 3 name variants
| Orange, California | 3 of 15 answers |
30 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 |
|---|---|---|
| Duval Precision Grinding | Massachusetts | 6 of 15 |
| M&M Jig Grinding | Washington | 6 of 15 |
| L&M Precision | Georgia | 2 of 15 |
| ATC, Inc. | Indiana | 1 of 15 |
| Delta Machine & Tool | Delaware | 1 of 15 |
| Schaffer Grinding Co., Inc. | Ohio | 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 precision grinding services companies in California”
- 2“Who supplies precision surface grinding for hardened tool steel plates in California”
- 3“I need a California precision grinding partner for a tight-tolerance hydraulic shaft production run, who should I talk to”
- 4“Top precision grinding services suppliers in California for aerospace machining buyers”
- 5“Which California precision grinders can hold flatness within 0.0002 inch on large plates”
- 6“List 20 precision grinding services 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.
- itdinc.us3 companies
- kokoquest.com3 companies
- mmjiggrinding.com2 companies
- nelsongrinding.com2 companies
- thomasnet.comDirectory2 companies
- turretlathe.com2 companies
- acrospec.com2 companies
- ameriprectool.com2 companies
- downeygrinding.com2 companies
- lmprecisioninc.com2 companies
- pacificgrinding.com2 companies
- precisiongrindingco.com2 companies
56 sources were cited across this cell's answers from 46 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 6th of 14 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 17%.
- Wisconsin27%
- Connecticut24%
- New York22%
- Missouri21%
- Texas20%
- California19%
- Massachusetts19%
- Indiana17%
- Pennsylvania16%
- New Jersey15%
- Minnesota14%
- Ohio14%
- Illinois14%
- Michigan13%
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 generalgrindinginc.com or any other domain
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- Every question it was named on
- Every question it was not
- What moved
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More published reports in California
- Metal Fabrication Services1,186 tracked
- Contract Machining & Machine Shops1,068 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