AI Visibility Index · Cell report

Measured

AI 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
Not sure whether you are one of them?Check your domain
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.

Top 10 most AI-visible Metal Cutting Tools companies in Tennessee, measured September 30, 2026
RankCompanyAI visibility
1
Tennessee Machine & Tool Supply
Tennessee
2 name variants
  • Tennessee Machine & Tool Supplymost common8
  • Tennessee Machine & Tool Supply (Tennessee Machine Tool)1

9 of 15 answers

2
Crowley Tool
50 employeesHendersonville, Tennessee

7 of 15 answers

3
Summers Hardware & Supply Co
45 employeesJohnson City, Tennessee
2 name variants
  • Summers Industrial (Summers Hardware & Supply)most common5
  • Summers Hardware & Supply / Summers Industrial1

6 of 15 answers

4
Exactaform USA
Tennessee

6 of 15 answers

5
Machining Resources
Tennessee
2 name variants
  • Machining Resourcesmost common4
  • Machining Resources LLC1

5 of 15 answers

6
Cutting Tools Inc.
8 employeesMt. Juliet, Tennessee

4 of 15 answers

7
Southern Tool Steel
25 employeesHixson, Tennessee
2 name variants
  • Southern Tool Steelmost common3
  • Southern Tool Steel, Inc.1

4 of 15 answers

8
Palmer Tool
Tennessee
2 name variants
  • Palmer Toolmost common3
  • Palmer Tool Company1

4 of 15 answers

9
EJ Company
Tennessee

3 of 15 answers

10
Omni Industrial Products
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.

CompanyStateMentions
Industrial Technical SolutionsNew York5 of 15
Precision Products Group, Inc.Michigan3 of 15
Greentec PrecisionOhio2 of 15
Spence ManufacturingMichigan1 of 15
System Science Institute (SSI)Pennsylvania1 of 15
Technology Sales Co. Inc.Texas1 of 15

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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. 1“Best metal cutting tool companies in Tennessee”
  2. 2“Who supplies carbide indexable metal cutting inserts in Tennessee”
  3. 3“I need a Tennessee metal cutting tool partner for a high-volume CNC machining program, who should I talk to”
  4. 4“Top metal cutting tool suppliers in Tennessee for precision machining buyers”
  5. 5“Which Tennessee metal cutting tool specialists can support custom geometries for hard turning applications”
  6. 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.com
    4 companies
  • nttoolusa.com
    3 companies
  • exactaform.com
    3 companies
  • tnmachinetool.com
    3 companies
  • ejcompany.com
    2 companies
  • gwstoolgroup.com
    2 companies
  • bbb.orgDirectory
    2 companies
  • itstenn.com
    2 companies
  • palmertool.com
    2 companies
  • ppgtools.com
    2 companies
  • southerntoolsteel.com
    2 companies
  • summersindustrial.com
    2 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%.

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More published reports in Tennessee