AI-recommendation snapshot · August 19, 2026

The plumbers AI named in Knoxville

On August 19, 2026 we asked an AI research assistant — using live web search, the same method a Cited audit runs, with no ads and no scraped Google results — "Who are the best plumbers in Knoxville, TN?" The 6 plumbers below are the businesses it surfaced, ordered with the businesses that surfaced in every pass first, then the rest by how consistently each recurred across independent reviews, directories, and best-of lists.

AI answers are sampled and change over time, so this is a record of two independently-worded live-web-search passes on one date — not a live ranking, and not a Cited endorsement (we don't rank or endorse businesses). If your business is on this list, or you run one in Knoxville that isn't, that gap is exactly what a Cited audit measures: whether AI names you when someone in Knoxville asks, who it names instead, and the fixes that change it.

The full Knoxville Plumbing audit page: the questions homeowners ask AI, and how to get named

The plumbers AI surfaced for Knoxville on August 19, 2026

ProFlow Plumbing & Drain Locally owned Knoxville and East Tennessee plumbing and drain company founded by a master plumber, covering water heaters, repipes and drain work; surfaced in both research passes. Is this your business? Get your free AI-visibility audit
Best Plumber Veteran-owned family business with Knoxville and Lenoir City locations, covering plumbing and drain repair, leak detection, gas piping and both tank and tankless water heaters; surfaced in both research passes. Is this your business? Get your free AI-visibility audit
The Plumbing Authority Multi-generational family-owned Knoxville contractor describing over 30 years of service, covering repiping, sewer and water-line repair, hydro jetting and water heaters across Farragut, Maryville, Oak Ridge and Powell. Is this your business? Get your free AI-visibility audit
Pipe Wrench Plumbing, Heating & Cooling Knoxville plumbing and HVAC contractor operating since 1998, serving Maryville/Alcoa, Lenoir City, Farragut, Oak Ridge, Clinton and Powell alongside Knoxville. Is this your business? Get your free AI-visibility audit
Hiller Plumbing, Heating, Cooling & Electrical Family-owned and operated since 1990, serving Knoxville, Powell, Alcoa, Oak Ridge and Seymour within a wider Tennessee, Kentucky and Alabama footprint. Is this your business? Get your free AI-visibility audit
Mr. Rooter Plumbing of Knoxville The Knoxville franchise of the national Mr. Rooter network, independently owned and operated, covering drain cleaning, sewer and water-line work and water heaters. Is this your business? Get your free AI-visibility audit

Method: two independently-worded live-web-search passes on August 19, 2026, asking "Who are the best plumbers in Knoxville, TN?" Businesses surface from public reviews, Google Business Profiles, directories, and best-of lists — never from ads or any payment to Cited. Results are sampled and non-deterministic.

How we researched Knoxville plumbers on August 19, 2026

Assistant: Claude (Anthropic), using live web search
Passes: Two independently-worded passes, both run on August 19, 2026
Named in every pass: 2 of the 6 plumbers listed
Ordering: Knoxville businesses that surfaced in every pass lead the list; the rest follow, most-recurring first

That is one assistant, not a panel of them: this page is what a single tool surfaced for Knoxville plumbers on August 19, 2026, not a consensus across engines. Put the same question to a different assistant and some of these 6 names will change — which is why we publish the date and the method instead of a score.

Don’t take our word for the list above — put the same question to an assistant yourself. A run today may well name different Knoxville plumbers than the August 19, 2026 pass did; that difference is the sampling this page describes, not a mistake in it.

Ask ChatGPT the same question Ask Perplexity the same question

Don't see your business above?

If you run one of the Knoxville plumbers AI didn't name here, that's the exact gap a Cited audit measures — whether AI recommends your business when a homeowner asks, who it names instead, and the plain-English fixes that change it (the same ones that win Google). Not appearing reflects only two independently-worded sampled passes on one date, never a verdict on your work. The audit is free and needs no account.

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For contractors

Knoxville plumbers: this featured slot is open

Every homeowner who lands on this page is looking for which plumbers to trust in Knoxville. The featured spot here — one clearly-labeled placement, one plumber per city — is currently open. It’s a paid listing, not an AI recommendation: Cited doesn’t rank or endorse businesses. It’s exclusive to your business — never resold to a competitor, cancel anytime — and your free audit and fix list stay yours either way.

See how featured listings work →

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See whether AI assistants recommend your business — free, no account, no email. Three fields, and you get a personal link where your full report is published within 1–2 business days.

Check it yourself, right now

These are the real questions a homeowner in Knoxville, TN asks an assistant when they are looking for plumbers. Open one and read today’s answer yourself — nothing is sent to us, and we cannot edit a word of what it says. Ask again next month and the plumbers it names in Knoxville, TN can differ: AI answers are sampled, which is why every page we publish about Knoxville, TN carries the date we ran it.

“Who are the best plumbers in Knoxville?” Run in ChatGPT Run in Perplexity
“Which plumber should I call in Knoxville when a pipe bursts?” Run in ChatGPT Run in Perplexity
“Recommend a trustworthy, well-reviewed plumber near Knoxville.” Run in ChatGPT Run in Perplexity
“Who do homeowners in Knoxville recommend for plumbing?” Run in ChatGPT Run in Perplexity

Frequently asked questions

Is this a ranking of the best plumbers in Knoxville?

No. It's a factual, dated record of which plumbers an AI research assistant surfaced on August 19, 2026 when asked "Who are the best plumbers in Knoxville, TN?", ordered with the businesses every pass surfaced at the top, then the rest by how often each recurred across independent reviews, directories, and best-of lists. Cited doesn't rank or endorse businesses, and AI answers are sampled and non-deterministic — a different assistant, or the same one next week, may name a different set.

How did Cited decide which businesses to include?

We ran two independently-worded live-web-search passes — the same method a Cited audit uses, with no ads and no scraped Google results — and listed the businesses it named, the businesses both passes surfaced first, then most-recurring. No business paid to appear, and inclusion isn't a recommendation. The only paid placement on this page is the clearly-labeled featured listing.

My business isn't on this list — what does that mean?

Only that this particular pass didn't surface it — never that it's unqualified. That's exactly the gap a Cited audit measures: whether AI names your business when a homeowner in Knoxville asks, who it names instead, and the plain-English fixes that change it. The audit is free and needs no account.

How do plumbers get recommended by AI in Knoxville?

Assistants pick names from signals they can read: a complete, accurate Google Business Profile, recent genuine reviews, and clear service and service-area pages. The same fixes win Google and the local map pack, so the work pays off whether a customer finds you through an assistant or a classic search. Run the free audit to see which signals you're missing.