AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Machining & Machine Shops in Oklahoma
When a buyer asks an AI assistant for a contract machining & machine shops supplier in Oklahoma, these are the companies that get named. This is what we found when the cell was last measured.
- 136 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
114 of 136
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.
- 22 named at least once
- 114 never named
- Cell average
- 0.38of 15
Across all 136 tracked companies.
- Top ten average
- 5.7of 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 Oklahoma
These are the companies AI assistants named most often when Oklahoma buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Southern Machine Works, Inc. 10 employeesDuncan, Oklahoma | Duncan, Oklahoma | 8 of 15 answers |
| 2 | Arsenal Precision Corp Oklahoma | Oklahoma | 7 of 15 answers |
| 3 | Cherry Creek Machine Oklahoma | Oklahoma | 6 of 15 answers |
| 4 | Critical Components Aerospace Oklahoma | Oklahoma | 6 of 15 answers |
| 5 | Revolution Precision Machining Oklahoma | Oklahoma | 6 of 15 answers |
| 6 | Withers Manufacturing Oklahoma | Oklahoma | 6 of 15 answers |
| 7 | Alpha Machining & Manufacturing 15 employeesTulsa, Oklahoma | Tulsa, Oklahoma | 5 of 15 answers |
| 8 | Applied Industrial Machining 85 employeesOklahoma City, Oklahoma 2 name variants
| Oklahoma City, Oklahoma | 5 of 15 answers |
| 9 | Asbury Machine 18 employeesTonkawa, Oklahoma | Tonkawa, Oklahoma | 4 of 15 answers |
| 10 | Slim Haney Machining Oklahoma | Oklahoma | 4 of 15 answers |
38 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 Oklahoma. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| C&C Machine, Inc. | Wisconsin | 4 of 15 |
| Duncan Machine Products | Washington | 2 of 15 |
| HyPro – Vinita | Wisconsin | 2 of 15 |
| FabCon (Fabrication Concepts) | California | 1 of 15 |
| J & E Supply – Machine Shop | Virginia | 1 of 15 |
| Mid America Machining | Michigan | 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 Oklahoma”
- 2“Who supplies precision CNC milled and turned components on contract in Oklahoma”
- 3“I need a Oklahoma 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 Oklahoma for industrial OEM buyers”
- 5“Which Oklahoma 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 Oklahoma 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.
- hypro.com3 companies
- neosource.net2 companies
- aerocomponentsok.com2 companies
- btmachineinc.com2 companies
- duncanmachineproducts.com2 companies
- en.wikipedia.orgDirectory2 companies
- skylineaccessories.com2 companies
- asburymachine.com1 company
- hbiservices.com1 company
- 2mcncmachining.com1 company
- accurusaero.com1 company
- aim-okc.com1 company
54 sources were cited across this cell's answers from 51 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Oklahoma in context
Oklahoma ranks 5th 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
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 southernmach.com or any other domain
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More published reports in Oklahoma
- Metal Fabrication Services207 tracked
- Metal Service Centers75 tracked
- Industrial Pumps70 tracked
- Industrial Machinery & Equipment Distributors69 tracked
- Metal Finishing Services68 tracked
- Industrial & Process Controls67 tracked
- Welding Services63 tracked
- Industrial Valves60 tracked
- Injection Molded Plastics59 tracked
- Industrial Boilers54 tracked