AI Visibility Index: Machinery Repair & Rebuilding in South Carolina

When a buyer asks an AI assistant for a machinery repair & rebuilding supplier in South Carolina, these are the companies that get named. This is what we found when the cell was last measured.

56 companies tracked
Last measured September 30, 2026
Next measurement October 30, 2026

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The headline numbers

Never named by AI

50 of 56

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.

6 named at least once
50 never named

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Cell average: 0.27of 15
Across all 56 tracked companies.
Top ten average: 4.4of 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 South Carolina

These are the companies AI assistants named most often when South Carolina buyers went looking for a supplier in this category.

Top 10 most AI-visible Machinery Repair & Rebuilding companies in South Carolina, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Machine Tool Science, LLC South Carolina 2 name variants Machine Tool Science, LLCmost common8 Machine Tool Science3	South Carolina	11 of 15 answers
2	Restless Machines Greenville, South Carolina	Greenville, South Carolina	6 of 15 answers
3	Blanchard Machinery - Columbia 20 employeesWest Columbia, South Carolina	West Columbia, South Carolina	5 of 15 answers
4	Diversified Systems Inc. 50 employeesGreenville, South Carolina 2 name variants Diversified Systems Inc.most common3 Diversified Systems Inc. (DSI)1	Greenville, South Carolina	4 of 15 answers
5	BM Industrial Solutions South Carolina	South Carolina	4 of 15 answers
6	Griffin Gear Inc 45 employeesRoebuck, South Carolina	Roebuck, South Carolina	3 of 15 answers
7	FABTECH SOLUTIONS South Carolina	South Carolina	3 of 15 answers
8	MSW Machinery Solutions South Carolina	South Carolina	3 of 15 answers
9	Palmetto Automation Inc. South Carolina	South Carolina	3 of 15 answers
10	Dunright Machine Service, LLC South Carolina	South Carolina	2 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 South Carolina. They belong to that state's ranking, not this one.

Company	State	Mentions
Carolina Reeder Industrial (Carolina Contracting Solutions)	Georgia	4 of 15
Hills Machinery	Michigan	3 of 15
Industrial Electro Mechanics (IEM)	Georgia	3 of 15
Industrial Motor Service	Alabama	3 of 15
Integrated Power Services (IPS) – Greenville Service Center	Texas	2 of 15
American Hydraulics Service and Parts LLC	Ontario	1 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“Best machinery repair and rebuilding companies in South Carolina”
2“Who supplies emergency industrial gearbox repair services in South Carolina”
3“I need a South Carolina machinery repair and rebuilding partner for a critical production line outage, who should I talk to”
4“Top machinery repair and rebuilding suppliers in South Carolina for plant maintenance buyers”
5“Which South Carolina machinery repair and rebuilding providers can handle on-site CNC machine diagnostics and overhaul”
6“List 20 machinery repair and rebuilding companies in South Carolina 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.comDirectory
4 companies
machinetoolscience.com
3 companies
permikindustrial.com
3 companies
industrialmotorservice.com
3 companies
uscim.net
3 companies
ccsolutionssc.com
2 companies
dsisystems.com
2 companies
otcindustrial.com
2 companies
shipserv.com
2 companies
blanchardmachinery.com
1 company
restlessmachines.com
1 company
abernethymillwright.com
1 company

51 sources were cited across this cell's answers from 43 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

South Carolina in context

South Carolina ranks 11th of 20 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 11%.

South Carolina (this report)Other measured statesCategory average (11%)

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