AI Visibility Index: Machinery Repair & Rebuilding in Virginia

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

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

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The headline numbers

Never named by AI

56 of 74

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.

18 named at least once
56 never named

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Cell average: 0.54of 15
Across all 74 tracked companies.
Top ten average: 3.6of 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 Virginia

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

Top 10 most AI-visible Machinery Repair & Rebuilding companies in Virginia, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Legion Industrial Services 11 employeesRoanoke, Virginia 2 name variants Legion Industrialmost common5 Legion Industrial Services1	Roanoke, Virginia	6 of 15 answers
2	Collins Machine Works 35 employeesPortsmouth, Virginia	Portsmouth, Virginia	5 of 15 answers
3	United industrial services 250 employeesCovington, Virginia 2 name variants United Industrial Services of Virginiamost common4 United Industrial Services of Virginia, Inc.1	Covington, Virginia	5 of 15 answers
4	Lineage Mechanical Virginia	Virginia	5 of 15 answers
5	AtlasElektro 12 employeesRichmond, Virginia	Richmond, Virginia	3 of 15 answers
6	Tencarva Machinery Company 10 employeesChesapeake, Virginia 2 name variants Tencarva Machinery Companymost common2 Tencarva Machinery Company – Virginia1	Chesapeake, Virginia	3 of 15 answers
7	K‑Tek Industries Virginia	Virginia	3 of 15 answers
8	Carter Machinery 22 employeesFredericksburg, Virginia	Fredericksburg, Virginia	2 of 15 answers
9	Eaheart Industrial Service, Inc. 25 employeesRichmond, Virginia	Richmond, Virginia	2 of 15 answers
10	Electric Motor & Contracting 110 employeesChesapeake, Virginia 2 name variants EMC – Electric Motor & Contracting Co., Inc.most common1 EMC – Electric Motor & Contracting1	Chesapeake, Virginia	2 of 15 answers

42 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 Virginia. They belong to that state's ranking, not this one.

Company	State	Mentions
Diversified Technical Services (DTS)	Tennessee	10 of 15
Mach Solutions	Arizona	6 of 15
Bill’s Machine Service	Missouri	2 of 15
Chalmers & Kubeck – Lynchburg (C&K South)	Pennsylvania	2 of 15
North End Electric	Pennsylvania	2 of 15
Dominion Air & Machinery	Maryland	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 Virginia”
2“Who supplies emergency industrial gearbox repair services in Virginia”
3“I need a Virginia machinery repair and rebuilding partner for a critical production line outage, who should I talk to”
4“Top machinery repair and rebuilding suppliers in Virginia for plant maintenance buyers”
5“Which Virginia machinery repair and rebuilding providers can handle on-site CNC machine diagnostics and overhaul”
6“List 20 machinery repair and rebuilding companies in Virginia 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.

machsolutions.com
3 companies
tencarva.com
3 companies
ktekind.com
2 companies
unitedisva.com
2 companies
dtscnc.com
2 companies
emc-co.com
2 companies
legionindustrial.com
2 companies
norfolkmachine.com
2 companies
thomasnet.comDirectory
2 companies
cartermachinery.com
1 company
staging.bryantool.com
1 company
3riversservices.com
1 company

65 sources were cited across this cell's answers from 59 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Virginia in context

Virginia ranks 2nd 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%.

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

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