AI Visibility Index: Machinery Repair & Rebuilding in Georgia

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

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

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The headline numbers

Never named by AI

53 of 64

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
53 never named

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Cell average: 0.45of 15
Across all 64 tracked companies.
Top ten average: 4.7of 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 Georgia

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

Top 10 most AI-visible Machinery Repair & Rebuilding companies in Georgia, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Industrial Electro-Mechanics 10 employeesSavannah, Georgia	Savannah, Georgia	7 of 15 answers
2	Churon Company Georgia	Georgia	7 of 15 answers
3	NCC Industrial Repair Georgia	Georgia	7 of 15 answers
4	Atlanta Gear Works Inc 10 employeesDawsonville, Georgia	Dawsonville, Georgia	6 of 15 answers
5	K Machine Industrial Services 17 employeesSavannah, Georgia	Savannah, Georgia	4 of 15 answers
6	Atlanta CNC Repair Georgia	Georgia	4 of 15 answers
7	Motor & Gear Engineering, Inc. 18 employeesAtlanta, Georgia 2 name variants Motor & Gear Engineering, Inc.most common2 Motor & Gear Engineering1	Atlanta, Georgia	3 of 15 answers
8	General Machine Repair Georgia	Georgia	3 of 15 answers
9	IMMEC, Inc. Georgia	Georgia	3 of 15 answers
10	Metro Maintenance Solutions Georgia	Georgia	3 of 15 answers

29 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 Georgia. They belong to that state's ranking, not this one.

Company	State	Mentions
Capital City Machine Shop	Alabama	5 of 15
Morrison Machine Services LLC	Louisiana	4 of 15
Electric Motors Company, Inc. (EMCI)	Iowa	3 of 15
A.M Industrial Services	Puerto Rico	2 of 15
Capital Machine Technologies – Service	Florida	1 of 15
CNC Service Group East	Ohio	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 Georgia”
2“Who supplies emergency industrial gearbox repair services in Georgia”
3“I need a Georgia machinery repair and rebuilding partner for a critical production line outage, who should I talk to”
4“Top machinery repair and rebuilding suppliers in Georgia for plant maintenance buyers”
5“Which Georgia machinery repair and rebuilding providers can handle on-site CNC machine diagnostics and overhaul”
6“List 20 machinery repair and rebuilding companies in Georgia 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.

yanceybros.com
3 companies
amindustrialservices.com
3 companies
motorgearengineer.com
2 companies
tencarva.com
2 companies
downtime-automation.com
2 companies
mmscnc.com
2 companies
thomasnet.comDirectory
2 companies
atlantagear.com
1 company
churonco.com
1 company
iemsavannah.com
1 company
kmachine.com
1 company
nccrepair.com
1 company

57 sources were cited across this cell's answers from 47 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Georgia in context

Georgia ranks 5th 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%.

Georgia (this report)Other measured statesCategory average (11%)

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