lelens

Washington, DC · October 2026

Which plumbers in Washington do AI assistants recommend?

We asked ChatGPT, Gemini, Perplexity and Claude Who is the best plumber in Washington, DC? 3 times each and counted every plumber they named.

Last updated · 12 answers

  • 28plumbers named
  • 3named by 3 or more engines
  • 30/100answer stability

What the answers show

  • AI assistants named 28 different plumbers in Washington, but only 3 came up on three or more engines.
  • The same question, asked three times, rarely got the same list here (stability 30/100). One check of an assistant is a sample, not a verdict. Claude varied most, at 9/100.
  • The most-named plumber was Fry Plumbing, Heating & Air Conditioning, in 7 of 12 answers across 3 of 4 engines.
  • Of the directory and review sites, consumeraffairs.com was cited most, in 7 of 12 answers. That is where the assistants went to check plumbers in Washington.

Plumbers AI assistants named in Washington

How many of each engine’s 3 answers named the plumber, and the total out of 12. October 2026.
Plumber ChatGPT Gemini Perplexity Claude Total
1Fry Plumbing, Heating & Air Conditioning 2/3 3/3 2/3 0/3 7/12
2District Capital Services 3/3 1/3 2/3 0/3 6/12
3Haynes Plumbing 3/3 0/3 2/3 0/3 5/12
4Brian B. Quick 0/3 3/3 0/3 1/3 4/12
5Len The Plumber 0/3 2/3 0/3 2/3 4/12
6Magnolia Plumbing, Heating & Cooling 1/3 1/3 0/3 1/3 3/12
7Vito Services 0/3 3/3 0/3 0/3 3/12
8Calabrese Plumbing 1/3 1/3 0/3 0/3 2/12
9John C. Flood 0/3 1/3 1/3 0/3 2/12
10Star Plumbing 1/3 1/3 0/3 0/3 2/12

Also named: Aspen Hill Plumbing (2), DC Plumbing & Drain Service (2), Sam's Plumbing (2), 365 Plumbing, LLC (1), Barahona Plumbing LLC (1), Belle View Plumbing (1), Capitol Handyman & Plumbing (1), Drain Fighter Jetting & Drain Cleaning Services (1), Durance Plumbing (1), F.H. Furr (1), Heil Plumbing (1), Jones Plumbing (1), Masterpiece Plumbing (1), Michael & Son Services (1), Plumber In DC (1), Roto-Rooter (1), Service Specialties (1), Spartan Plumbing, Heating & Air Conditioning (1).

Sources AI assistants cited

The websites the engines linked to most often in these answers.

  1. bestpickreports.com8 of 12 answers
  2. checkbook.org7 of 12 answers
  3. consumeraffairs.com7 of 12 answers
  4. angi.com5 of 12 answers
  5. thumbtack.com4 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.

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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 Washington" gives an assistant more to work with than five stars alone.

Questions

Which plumbers in Washington do AI assistants recommend most often?

In October 2026, Fry Plumbing, Heating & Air Conditioning was named in 7 of 12 answers from ChatGPT, Gemini, Perplexity and Claude, followed by District Capital Services (6) and Haynes Plumbing (5). The table above has the full count.

What is the best plumber in Washington, according to AI?

The assistants do not settle on one. Asked Who is the best plumber in Washington, DC? 3 times each, they named 28 different plumbers, and 3 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 30 on average: ChatGPT 42, Gemini 38, Perplexity 33, Claude 9.

Where do AI assistants get their recommendations for plumbers in Washington?

From the sources they search and cite. The most-cited here were bestpickreports.com (8 answers), checkbook.org (7 answers), consumeraffairs.com (7 answers), along with the businesses’ own websites. 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 Washington, DC? 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.