AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Machining & Machine Shops in Utah
When a buyer asks an AI assistant for a contract machining & machine shops supplier in Utah, these are the companies that get named. This is what we found when the cell was last measured.
- 67 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
56 of 67
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.
- 11 named at least once
- 56 never named
- Cell average
- 0.4of 15
Across all 67 tracked companies.
- Top ten average
- 6.1of 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 Utah
These are the companies AI assistants named most often when Utah buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | JD Machine Utah | Utah | 12 of 15 answers |
| 2 | LEANWERKS,LLC 20 employeesOgden, Utah | Ogden, Utah | 8 of 15 answers |
| 3 | Lemmatic Precision Utah | Utah | 7 of 15 answers |
| 4 | LV Swiss Utah 2 name variants
| Utah | 7 of 15 answers |
| 5 | Mountain West Precision Manufacturing Utah | Utah | 6 of 15 answers |
| 6 | IPC Foundry Group - Utah 26 employeesLindon, Utah 2 name variants
| Lindon, Utah | 5 of 15 answers |
| 7 | Lindon Precision Utah | Utah | 5 of 15 answers |
| 8 | Sharp Tool Manufacturing 10 employeesOgden, Utah | Ogden, Utah | 4 of 15 answers |
| 9 | TORQ Manufacturing Utah | Utah | 4 of 15 answers |
| 10 | A&S Machine Utah | Utah | 3 of 15 answers |
27 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 Utah. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Intermountain Precision Machine (IPM) | Illinois | 3 of 15 |
| Machine Worx | Nebraska | 2 of 15 |
| Quality Machine & Automation | Michigan | 1 of 15 |
| R&D Machining LLC | Ohio | 1 of 15 |
| RAM Tool | Wisconsin | 1 of 15 |
| Spectrum Solutions | Minnesota | 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 Utah”
- 2“Who supplies precision CNC milled and turned components on contract in Utah”
- 3“I need a Utah 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 Utah for industrial OEM buyers”
- 5“Which Utah 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 Utah 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.
- thomasnet.comDirectory4 companies
- bartsmachineinc.com3 companies
- apm-mfg.com2 companies
- ipcfoundry.com2 companies
- lvswiss.com2 companies
- leanwerks.com1 company
- dntdynamics.com1 company
- jdmachine.com1 company
- lindonprecision.com1 company
- rivcut.com1 company
- adroitscrew.com1 company
- advancedmotioncnc.com1 company
49 sources were cited across this cell's answers from 41 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Utah in context
Utah ranks 3rd 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%
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Try leanwerks.com or any other domain
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