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AI Visibility Index · September 2026

Plumbers in Glasgow that AI assistants recommend

We asked ChatGPT and Claude the four questions a buyer asks when looking for plumbers in Glasgow, three times each, in English, and counted who they named. These are the businesses named in two or more of the 24 answers.

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Plumbers · Glasgow
33%of answers named Glasgow Emergency Plumbers
Answers
24
Businesses named
49
Named only once
38
Named by 2+ assistants
7 of 11
Named again on a rerun
15%

Edition September 2026. Download the data

Asked for plumbers in Glasgow, ChatGPT and Claude most often named Glasgow Emergency Plumbers (33% of answers), The Glasgow Boiler Company (17%) and Emergency Plumber Glasgow (13%). Across 24 answers they named 49 different businesses, 38 of them only once. Each of four buyer questions was asked three times, in English, in September 2026.

The ranking

Share is the fraction of the 24 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Plumbers in Glasgow named by AI assistants, September 2026
#BusinessShareChatGPTClaudeQuestionsAvg. position
1Glasgow Emergency Plumbers33%95%: 18 to 53%17%50%3 of 41.3
2The Glasgow Boiler CompanyAlso written Glasgow Boiler Company17%95%: 7 to 36%17%17%2 of 42
3Emergency Plumber Glasgow13%95%: 4 to 31%0%25%2 of 41.3
4City Plumbing & Heating Glasgow13%95%: 4 to 31%17%8%2 of 42
5HeatCo ScotlandAlso written Heatco Scotland13%95%: 4 to 31%17%8%1 of 42.3
6Glasgow 24 Hour Plumber8%95%: 2 to 26%8%8%2 of 41
7Glasgow 24 Hour Plumbing8%95%: 2 to 26%8%8%1 of 41.5
8The Glasgow Plumber8%95%: 2 to 26%0%17%1 of 41.5
9Clyde Heating Services8%95%: 2 to 26%8%8%1 of 42
10McInnes Group8%95%: 2 to 26%17%0%1 of 42
11GasSure Glasgow8%95%: 2 to 26%17%0%2 of 42.5

Each assistant column is the share of that assistant's own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 38 more names came up in a single answer and are counted above but not listed.

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#ChatGPTClaude
1Glasgow Emergency Plumbers17%Glasgow Emergency Plumbers50%
2The Glasgow Boiler Company17%Emergency Plumber Glasgow25%
3City Plumbing & Heating Glasgow17%The Glasgow Boiler Company17%
4HeatCo Scotland17%The Glasgow Plumber17%
5McInnes Group17%City Plumbing & Heating Glasgow8%

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Named by AI assistants: Plumbers in Glasgow, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/plumbers/glasgow"><img src="https://aigrow.gg/badges/index/2026-09/plumbers/glasgow.svg" width="312" height="100" alt="Named by AI assistants: Plumbers in Glasgow, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant through its API. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

  1. 1Who is the best plumber in Glasgow?
  2. 2I have a leaking pipe at home in Glasgow. Which plumbing company should I call?
  3. 3I need an emergency plumber in Glasgow tonight. Who would you recommend?
  4. 4Which plumber in Glasgow would you trust to fit a new boiler?

How to read this page

What it measures
Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter
24 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings
Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong
If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Edition September 2026 · data under CC BY 4.0