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AI Source Map · October 2026

Driving schools: the sites AI assistants read before they name one

108 answers from ChatGPT and Claude about driving schools in 20 countries, asked with web search on. For each site, the share of answers that read it and the share that cited it as the source of a business.

Driving schools
80%of answers read reddit.com
Answers
108
ChatGPT: searches per answer
4.4
Claude: searches per answer
1.9
Answers that read wikipedia.org
33%
Answers that read trustpilot.com
22%

Download the data as JSON

The sites read most for driving schools

Every country together. Under each assistant, the share of its own answers.

Compare assistant statistics
Driving schools
SiteReadCitedChatGPTClaude
reddit.comChatGPT 98% · Claude 0%80%13%98%0%
wikipedia.orgChatGPT 41% · Claude 0%33%0%41%0%
trustpilot.comChatGPT 18% · Claude 40%22%8.3%18%40%
drivingschools.directoryChatGPT 16% · Claude 0%13%1.9%16%0%
trustanalytica.orgChatGPT 14% · Claude 5.0%12%0.9%14%5.0%
trustindex.ioChatGPT 11% · Claude 0%9.3%2.8%11%0%
werkenntdenbesten.deChatGPT 8.0% · Claude 10%8.3%4.6%8.0%10%
reviewhero.ioChatGPT 8.0% · Claude 10%8.3%0%8.0%10%
threebestrated.comChatGPT 8.0% · Claude 5.0%7.4%2.8%8.0%5.0%
bestprosintown.comChatGPT 8.0% · Claude 0%6.5%3.7%8.0%0%
scuoleguida10.itChatGPT 8.0% · Claude 0%6.5%3.7%8.0%0%
guide-autoecoles.frChatGPT 8.0% · Claude 0%6.5%0%8.0%0%
placedupermis.frChatGPT 6.8% · Claude 0%5.6%5.6%6.8%0%
diebestenderstadt.deChatGPT 6.8% · Claude 0%5.6%2.8%6.8%0%
schoolbell.netChatGPT 6.8% · Claude 0%5.6%0.9%6.8%0%

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The five sites ChatGPT and Claude read most before they recommend driving schools, October 2026
<a href="https://aigrow.gg/ai-sources/for/driving-schools"><img src="https://aigrow.gg/og/ai-sources-for-driving-schools.jpg" width="1200" height="630" alt="The five sites ChatGPT and Claude read most before they recommend driving schools, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/for/driving-schools">Source: AIGROW AI Source Map, October 2026</a></p>

By country

The five sites read most in each country with at least 5 answers. 9 with fewer are in the data file only.

Australia · 5 answers

Australia
SiteReadCitedChatGPTClaude
productreview.com.auChatGPT 100% · Claude 100%100%0%100%100%
starworks.com.auChatGPT 100% · Claude 0%80%80%100%0%
wordofmouth.com.auChatGPT 100% · Claude 0%80%20%100%0%
reddit.comChatGPT 100% · Claude 0%80%0%100%0%
wikipedia.orgChatGPT 100% · Claude 0%80%0%100%0%

Belgium · 5 answers

Belgium
SiteReadCitedChatGPTClaude
drivingschools.directoryChatGPT 100% · Claude 0%80%0%100%0%
reddit.comChatGPT 75% · Claude 0%60%0%75%0%
trustlocal.beChatGPT 50% · Claude 0%40%20%50%0%
wallonie.beChatGPT 50% · Claude 0%40%20%50%0%
bruxellesformation.brusselsChatGPT 0% · Claude 100%20%0%0%100%

Canada · 5 answers

Canada
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%80%20%100%0%
trustanalytica.orgChatGPT 50% · Claude 100%60%0%50%100%
wikipedia.orgChatGPT 75% · Claude 0%60%0%75%0%
bestprosintown.comChatGPT 50% · Claude 0%40%0%50%0%
getpassed.netChatGPT 50% · Claude 0%40%0%50%0%

France · 8 answers

France
SiteReadCitedChatGPTClaude
guide-autoecoles.frChatGPT 100% · Claude 0%88%0%100%0%
reddit.comChatGPT 100% · Claude 0%88%0%100%0%
placedupermis.frChatGPT 86% · Claude 0%75%75%86%0%
vroomvroom.frChatGPT 71% · Claude 100%75%13%71%100%
pagesjaunes.frChatGPT 71% · Claude 0%63%13%71%0%

Germany · 8 answers

Germany
SiteReadCitedChatGPTClaude
werkenntdenbesten.deChatGPT 100% · Claude 100%100%63%100%100%
reviewhero.ioChatGPT 100% · Claude 100%100%0%100%100%
reddit.comChatGPT 100% · Claude 0%88%13%100%0%
fahrschulegesucht.deChatGPT 71% · Claude 0%63%25%71%0%
dasoertliche.deChatGPT 71% · Claude 0%63%13%71%0%

Italy · 8 answers

Italy
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%88%13%100%0%
scuoleguida10.itChatGPT 86% · Claude 0%75%50%86%0%
ilportaledellautomobilista.itChatGPT 86% · Claude 0%75%0%86%0%
aci.itChatGPT 71% · Claude 0%63%0%71%0%
altraopinione.orgChatGPT 57% · Claude 0%50%13%57%0%

Netherlands · 5 answers

Netherlands
SiteReadCitedChatGPTClaude
trustoo.nlChatGPT 75% · Claude 100%80%20%75%100%
rijschooldashboard.nlChatGPT 100% · Claude 0%80%0%100%0%
rijlessen.nlChatGPT 75% · Claude 0%60%40%75%0%
slaagpuls.nlChatGPT 75% · Claude 0%60%20%75%0%
theorio.nlChatGPT 75% · Claude 0%60%20%75%0%

Spain · 6 answers

Spain
SiteReadCitedChatGPTClaude
dgtexam.esChatGPT 100% · Claude 0%83%33%100%0%
zonauto.esChatGPT 100% · Claude 0%83%33%100%0%
reddit.comChatGPT 100% · Claude 0%83%0%100%0%
trustlocal.esChatGPT 60% · Claude 100%67%33%60%100%
carnetya.esChatGPT 80% · Claude 0%67%17%80%0%

Switzerland · 7 answers

Switzerland
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%86%0%100%0%
fahrschulentop.chChatGPT 83% · Claude 0%71%29%83%0%
localsearch.chChatGPT 83% · Claude 0%71%0%83%0%
fahrlehrervergleich.chChatGPT 50% · Claude 0%43%29%50%0%
blinkdrive.chChatGPT 50% · Claude 0%43%0%50%0%

United Kingdom · 8 answers

United Kingdom
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%88%38%100%0%
trustpilot.comChatGPT 86% · Claude 100%88%25%86%100%
wikipedia.orgChatGPT 86% · Claude 0%75%0%86%0%
yably.co.ukChatGPT 86% · Claude 0%75%0%86%0%
localdrivingschool.comChatGPT 71% · Claude 0%63%13%71%0%

United States · 11 answers

United States
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%91%36%100%0%
trustanalytica.orgChatGPT 100% · Claude 0%91%9.1%100%0%
threebestrated.comChatGPT 70% · Claude 100%73%27%70%100%
bestprosintown.comChatGPT 50% · Claude 0%46%36%50%0%
bestinhood.comChatGPT 40% · Claude 0%36%18%40%0%

Who the assistants recommend

The AI Visibility Index counts the businesses the assistants name, for each place.

See the rankings for driving schools

How this was measured

The Index method
The question
Each assistant was asked the questions a buyer asks, with web search on: about a local trade in a city, or about software or a consumer brand in a country. Every page its searches returned and every page it gave as a source was kept.
Counting
A site counts once per answer, however many of its pages the answer read. Read is the share of answers that read at least one page of the site; cited is the share that gave one of its pages as the source of a recommendation.
Sources
A site counts as a source only when it appears on 3 or more pages of the Index. Below that it is almost always a business’s own website or a one-off article.
Edition
October 2026. 108 answers: ChatGPT 88, Claude 20.
Coverage
Not every assistant has answered on every page yet this month, so read each assistant’s shares next to its own number of answers.

Citing this data

AIGROW, AI Source Map, Driving schools, October 2026, aigrow.gg/ai-sources/for/driving-schools. The figures and the data are published under CC BY 4.0: reuse them with a link to this page.

Download the data as JSON

Check your business on the sites the assistants read

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The free scan asks ChatGPT, Claude, Gemini and Grok the questions your customers ask and shows who they name. Check whether your business is on the sites they read before they answer.

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Edition October 2026 · data under CC BY 4.0