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AI Visibility Index · September 2026

Driving schools in Manchester that AI assistants recommend

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

Check whether AI names youSee the ranking

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

Driving schools · Manchester
42%of answers named RED Driving School
Answers
24
Businesses named
21
Named only once
8
Named by 2+ assistants
12 of 13
Named again on a rerun
35%

Edition September 2026. Download the data

Asked for driving schools in Manchester, ChatGPT and Claude most often named RED Driving School (42% of answers), RED Driving School Manchester (38%) and AA Driving School Manchester (38%). Across 24 answers they named 21 different businesses, 8 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.

Driving schools in Manchester named by AI assistants, September 2026
#BusinessShareChatGPTClaudeQuestionsAvg. position
1RED Driving SchoolAlso written Red Driving School42%95%: 25 to 61%42%42%3 of 42.3
2RED Driving School Manchester38%95%: 21 to 57%33%42%2 of 41.8
3AA Driving School ManchesterAlso written The AA Driving School Manchester38%95%: 21 to 57%33%42%2 of 42.6
4AA Driving School29%95%: 15 to 49%25%33%2 of 41
5Bill Plant Driving School Manchester25%95%: 12 to 45%25%25%3 of 41.7
6Pass N Go Driving School21%95%: 9 to 41%17%25%1 of 41
7Bill Plant Driving School17%95%: 7 to 36%17%17%2 of 43
8The Driving School Manchester13%95%: 4 to 31%17%8%3 of 42.3
9BSM Driving School13%95%: 4 to 31%8%17%2 of 42.7
10Drive Johnson's ManchesterAlso written DriveJohnson’s Manchester8%95%: 2 to 26%8%8%1 of 41.5
11The Driving School of Manchester8%95%: 2 to 26%8%8%1 of 42
12BSM8%95%: 2 to 26%0%17%2 of 43
13BSM Manchester8%95%: 2 to 26%8%8%1 of 43

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. 8 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
1RED Driving School42%RED Driving School42%
2RED Driving School Manchester33%RED Driving School Manchester42%
3AA Driving School Manchester33%AA Driving School Manchester42%
4AA Driving School25%AA Driving School33%
5Bill Plant Driving School Manchester25%Bill Plant Driving School Manchester25%

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.

Correct or remove a listing
Named by AI assistants: Driving schools in Manchester, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/driving-schools/manchester"><img src="https://aigrow.gg/badges/index/2026-09/driving-schools/manchester.svg" width="312" height="100" alt="Named by AI assistants: Driving schools in Manchester, 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. 1What is the best driving school in Manchester?
  2. 2My son wants to get his driving licence in Manchester. Which driving school would you recommend?
  3. 3Which driving school in Manchester offers intensive courses?
  4. 4Which driving school in Manchester is good for nervous learners?

How to read this page

The full method
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.

Elsewhere in the Index

Driving schools elsewhere
BirminghamBristolEdinburghGlasgowLeedsLondon
Also in Manchester
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

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.

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Edition September 2026 · data under CC BY 4.0