AI Visibility Index · Cell report
MeasuredAI Visibility Index: Metal Cutting Tools in Tennessee
When a buyer asks an AI assistant for a metal cutting tools supplier in Tennessee, these are the companies that get named. This is what we found when the cell was last measured.
- 179 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
174 of 179
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.
- 5 named at least once
- 174 never named
- Cell average
- 0.12of 15
Across all 179 tracked companies.
- Top ten average
- 5.1of 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 Tennessee
These are the companies AI assistants named most often when Tennessee buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Tennessee Machine & Tool Supply Tennessee 2 name variants
| Tennessee | 9 of 15 answers |
| 2 | Crowley Tool 50 employeesHendersonville, Tennessee | Hendersonville, Tennessee | 7 of 15 answers |
| 3 | Summers Hardware & Supply Co 45 employeesJohnson City, Tennessee 2 name variants
| Johnson City, Tennessee | 6 of 15 answers |
| 4 | Exactaform USA Tennessee | Tennessee | 6 of 15 answers |
| 5 | Machining Resources Tennessee 2 name variants
| Tennessee | 5 of 15 answers |
| 6 | Cutting Tools Inc. 8 employeesMt. Juliet, Tennessee | Mt. Juliet, Tennessee | 4 of 15 answers |
| 7 | Southern Tool Steel 25 employeesHixson, Tennessee 2 name variants
| Hixson, Tennessee | 4 of 15 answers |
| 8 | Palmer Tool Tennessee 2 name variants
| Tennessee | 4 of 15 answers |
| 9 | EJ Company Tennessee | Tennessee | 3 of 15 answers |
| 10 | Omni Industrial Products Tennessee | Tennessee | 3 of 15 answers |
17 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 Tennessee. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Industrial Technical Solutions | New York | 5 of 15 |
| Precision Products Group, Inc. | Michigan | 3 of 15 |
| Greentec Precision | Ohio | 2 of 15 |
| Spence Manufacturing | Michigan | 1 of 15 |
| System Science Institute (SSI) | Pennsylvania | 1 of 15 |
| Technology Sales Co. Inc. | Texas | 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 metal cutting tool companies in Tennessee”
- 2“Who supplies carbide indexable metal cutting inserts in Tennessee”
- 3“I need a Tennessee metal cutting tool partner for a high-volume CNC machining program, who should I talk to”
- 4“Top metal cutting tool suppliers in Tennessee for precision machining buyers”
- 5“Which Tennessee metal cutting tool specialists can support custom geometries for hard turning applications”
- 6“List 20 metal cutting tool companies in Tennessee 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.
- abtoolsinc.com4 companies
- nttoolusa.com3 companies
- exactaform.com3 companies
- tnmachinetool.com3 companies
- ejcompany.com2 companies
- gwstoolgroup.com2 companies
- bbb.orgDirectory2 companies
- itstenn.com2 companies
- palmertool.com2 companies
- ppgtools.com2 companies
- southerntoolsteel.com2 companies
- summersindustrial.com2 companies
34 sources were cited across this cell's answers from 30 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Tennessee in context
Tennessee ranks 24th of 28 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 4%.
- Iowa14%
- Alabama13%
- Arizona13%
- Washington13%
- Kentucky11%
- South Carolina11%
- Maryland10%
- Colorado9%
- Virginia9%
- North Carolina8%
- Oregon7%
- Missouri5%
- Wisconsin5%
- Florida5%
- Massachusetts5%
- Georgia4%
- Connecticut4%
- Minnesota4%
- Texas4%
- Indiana4%
- New York4%
- Ohio3%
- New Jersey3%
- Tennessee3%
- Illinois3%
- Michigan2%
- Pennsylvania2%
- California1%
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 crowleytool.com or any other domain
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- Every question it was named on
- Every question it was not
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More published reports in Tennessee
- Metal Fabrication Services293 tracked
- Contract Machining & Machine Shops190 tracked
- Injection Molded Plastics151 tracked
- Industrial Machinery & Equipment Distributors148 tracked
- Conveyors & Material Handling Equipment124 tracked
- Plastic Extrusion & Thermoforming107 tracked
- Industrial & Process Controls104 tracked
- Welding Services99 tracked
- Electrical Equipment Distributors97 tracked
- Metal Finishing Services96 tracked
- Metal Stampings89 tracked
- Machinery Repair & Rebuilding88 tracked