Charlotte, NC · October 2026
Which plumbers in Charlotte do AI assistants recommend?
We asked ChatGPT, Gemini, Perplexity and Claude Who is the best plumber in Charlotte, NC?
3 times each and counted every plumber they named.
Last updated · 12 answers
- 23plumbers named
- 6named by 3 or more engines
- 20/100answer stability
What the answers show
- AI assistants named 23 different plumbers in Charlotte, but only 6 came up on three or more engines.
- Answers here are unstable. Asking the same assistant the same question three times often produced a different list (stability 20/100), so a single check of your visibility can mislead. Perplexity varied most, at 0/100.
- E.R. Services was named most often: in 7 of 12 answers, on 3 of 4 engines.
- consumeraffairs.com was the listing site AI assistants cited most often for plumbers in Charlotte (7 of 12 answers), so a listing there matters.
Plumbers AI assistants named in Charlotte
| Plumber | ChatGPT | Gemini | Perplexity | Claude | Total |
|---|---|---|---|---|---|
| 1E.R. Services | 3/3 | 2/3 | 0/3 | 2/3 | 7/12 |
| 2Winn's Plumbing | 0/3 | 3/3 | 1/3 | 2/3 | 6/12 |
| 3WyattWorks Plumbing | 0/3 | 3/3 | 1/3 | 2/3 | 6/12 |
| 4Charlotte Plumbing | 2/3 | 1/3 | 1/3 | 0/3 | 4/12 |
| 5Superior Plumbing & Drains | 0/3 | 1/3 | 1/3 | 2/3 | 4/12 |
| 6Rideout Plumbing | 0/3 | 3/3 | 0/3 | 1/3 | 4/12 |
| 7Queen City Plumbing | 0/3 | 1/3 | 1/3 | 1/3 | 3/12 |
| 8Morris-Jenkins | 1/3 | 0/3 | 0/3 | 2/3 | 3/12 |
| 9FATman Plumbing Pro | 1/3 | 0/3 | 0/3 | 1/3 | 2/12 |
| 10Three Way Plumbing Services | 0/3 | 1/3 | 1/3 | 0/3 | 2/12 |
Also named: AAA City Plumbing (1), All Hours Plumbing (1), Bill's Plumbing (1), Carolina Pines Plumbing (1), Daniel B. Hefner Plumbing Company (1), Greymen's Plumbing (1), Hemlock Plumbing (1), John the Plumber (1), Mr. Rooter Plumbing of Charlotte (1), Osborne Plumbing & Drain (1), Pathmaker Plumbing (1), Pickett Plumbing (1), Ritchie Plumbing (1).
Sources AI assistants cited
The websites the engines linked to most often in these answers.
- consumeraffairs.com7 of 12 answers
- serviceagent.ai6 of 12 answers
- expertise.com5 of 12 answers
- localpicks.ai5 of 12 answers
- bbb.org4 of 12 answers
Is your business in these answers?
Leolens asks ChatGPT, Gemini, Perplexity and Claude the questions your customers ask, every month, and shows whether they name you and whether what they say about you is true.
Plans start at $799 per month for one location. For plumbing businesses we write your question set with you first, and nothing is charged until it exists.
Why some plumbers show up and others don’t
Assistants recommend what they can find and cross-check. What tends to help:
- Show emergency availability where assistants look for it: 24/7 hours on your Google Business Profile, the same hours on your website, and a phone number a person answers.
- Keep your business name, address and phone number identical on Google, Yelp, Angi, the BBB and HomeAdvisor.
- Publish a page for each job type (water heaters, drain clearing, slab leaks, repiping) and each city you cover, with your license number and what a visit includes.
- Collect reviews that name the job and the neighborhood. "Replaced our water heater in Charlotte" gives an assistant more to work with than five stars alone.
Questions
Which plumbers in Charlotte do AI assistants recommend most often?
In October 2026, E.R. Services was named in 7 of 12 answers from ChatGPT, Gemini, Perplexity and Claude, followed by Winn's Plumbing (6) and WyattWorks Plumbing (6). The table above has the full count.
What is the best plumber in Charlotte, according to AI?
The assistants do not settle on one. Asked Who is the best plumber in Charlotte, NC?
3 times each, they named 23 different plumbers, and 6 came up on three or more engines. Which one an assistant suggests can change from one ask to the next.
Do AI assistants give the same answer every time?
No. Each assistant was asked the same question 3 times. On a 0–100 scale, where 100 means the same names every time, their answers scored 20 on average: ChatGPT 18, Gemini 40, Perplexity 0, Claude 21.
Where do AI assistants get their recommendations for plumbers in Charlotte?
From the sources they search and cite. The most-cited here were consumeraffairs.com (7 answers), serviceagent.ai (6 answers), expertise.com (5 answers). A business's own website and listings on those sites are what the assistants read.
Does Leolens rank or endorse these businesses?
No. The table counts how often AI assistants named each business. Leolens did not rate, review or rank them, and no business paid to appear.
How we collected this
In October 2026 we asked ChatGPT (gpt-5.6-terra), Gemini (gemini-3.8-flash), Perplexity (perplexity/sonar) and Claude (claude-sonnet-5) the question Who is the best plumber in Charlotte, NC?
3 times each, through each provider’s API with web search turned on, as a new conversation with no account, history or location. A separate model listed the businesses each answer named; we checked every name against the answer’s own text and merged different spellings of the same business. Sources are the sites the engines linked to.
The apps use your location and history, so what you see there can differ. Nothing on this page is a rating or review by Leolens, and no business paid to appear. For how this market compares with the rest, see the October 2026 study.
Spot an error, or want your business removed from this page? Email hello@tryleolens.com and we’ll correct it.