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AI Source Map · October 2026

Cleaning services: the sites AI assistants read before they name one

108 answers from ChatGPT and Claude about cleaning services 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.

Cleaning services
82%of answers read reddit.com
Answers
108
ChatGPT: searches per answer
3.6
Claude: searches per answer
1.9
Answers that read trustpilot.com
49%
Answers that read wikipedia.org
40%

Download the data as JSON

The sites read most for cleaning services

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

Compare assistant statistics
Cleaning services
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%82%3.7%100%0%
trustpilot.comChatGPT 46% · Claude 65%49%27%46%65%
wikipedia.orgChatGPT 49% · Claude 0%40%0%49%0%
trustanalytica.orgChatGPT 11% · Claude 0%9.3%0.9%11%0%
expertise.comChatGPT 9.1% · Claude 5.0%8.3%0.9%9.1%5.0%
indeed.comChatGPT 4.5% · Claude 25%8.3%0.9%4.5%25%
werkenntdenbesten.deChatGPT 6.8% · Claude 10%7.4%4.6%6.8%10%
pagesjaunes.frChatGPT 8.0% · Claude 5.0%7.4%2.8%8.0%5.0%
trustlocal.deChatGPT 8.0% · Claude 5.0%7.4%2.8%8.0%5.0%
maidpro.comChatGPT 8.0% · Claude 0%6.5%3.7%8.0%0%
checkatrade.comChatGPT 8.0% · Claude 0%6.5%2.8%8.0%0%
habitissimo.esChatGPT 5.7% · Claude 10%6.5%0.9%5.7%10%
prontopro.itChatGPT 8.0% · Claude 0%6.5%0%8.0%0%
bestinhood.comChatGPT 6.8% · Claude 0%5.6%3.7%6.8%0%
birdeye.comChatGPT 6.8% · Claude 0%5.6%2.8%6.8%0%

Use this chart

Anyone may publish this chart, with the credit line that links to this page.

The five sites ChatGPT and Claude read most before they recommend cleaning services, October 2026
<a href="https://aigrow.gg/ai-sources/for/cleaning-services"><img src="https://aigrow.gg/og/ai-sources-for-cleaning-services.jpg" width="1200" height="630" alt="The five sites ChatGPT and Claude read most before they recommend cleaning services, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/for/cleaning-services">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 0%80%40%100%0%
wordofmouth.com.auChatGPT 100% · Claude 0%80%40%100%0%
starworks.com.auChatGPT 100% · Claude 0%80%20%100%0%
cleaningsearch.com.auChatGPT 100% · Claude 0%80%0%100%0%
reddit.comChatGPT 100% · Claude 0%80%0%100%0%

Belgium · 5 answers

Belgium
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%80%20%100%0%
pagesdor.beChatGPT 50% · Claude 0%40%20%50%0%
trustpilot.comChatGPT 50% · Claude 0%40%20%50%0%
wikipedia.orgChatGPT 50% · Claude 0%40%0%50%0%
belgium.beChatGPT 0% · Claude 100%20%0%0%100%

Canada · 5 answers

Canada
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%80%0%100%0%
trustanalytica.orgChatGPT 100% · Claude 0%80%0%100%0%
homestars.comChatGPT 50% · Claude 100%60%40%50%100%
threebestrated.caChatGPT 75% · Claude 0%60%20%75%0%
trustpilot.comChatGPT 50% · Claude 100%60%20%50%100%

France · 8 answers

France
SiteReadCitedChatGPTClaude
pagesjaunes.frChatGPT 100% · Claude 100%100%38%100%100%
reddit.comChatGPT 100% · Claude 0%88%0%100%0%
threebestrated.frChatGPT 86% · Claude 0%75%13%86%0%
insee.frChatGPT 86% · Claude 0%75%0%86%0%
wikipedia.orgChatGPT 86% · Claude 0%75%0%86%0%

Germany · 8 answers

Germany
SiteReadCitedChatGPTClaude
werkenntdenbesten.deChatGPT 86% · Claude 100%88%63%86%100%
trustlocal.deChatGPT 100% · Claude 0%88%38%100%0%
reddit.comChatGPT 100% · Claude 0%88%0%100%0%
wikipedia.orgChatGPT 100% · Claude 0%88%0%100%0%
trustpilot.comChatGPT 57% · Claude 100%63%25%57%100%

Italy · 8 answers

Italy
SiteReadCitedChatGPTClaude
prontopro.itChatGPT 100% · Claude 0%88%0%100%0%
reddit.comChatGPT 100% · Claude 0%88%0%100%0%
trustpilot.comChatGPT 71% · Claude 100%75%25%71%100%
instapro.itChatGPT 71% · Claude 0%63%0%71%0%
wikipedia.orgChatGPT 71% · Claude 0%63%0%71%0%

Netherlands · 5 answers

Netherlands
SiteReadCitedChatGPTClaude
trustoo.nlChatGPT 100% · Claude 100%100%80%100%100%
werkspot.nlChatGPT 100% · Claude 100%100%0%100%100%
lecoskeuze.nlChatGPT 100% · Claude 0%80%40%100%0%
reddit.comChatGPT 100% · Claude 0%80%0%100%0%
trustpilot.comChatGPT 75% · Claude 0%60%20%75%0%

Spain · 6 answers

Spain
SiteReadCitedChatGPTClaude
habitissimo.esChatGPT 100% · Claude 100%100%17%100%100%
trustlocal.esChatGPT 80% · Claude 100%83%33%80%100%
reddit.comChatGPT 100% · Claude 0%83%0%100%0%
cadenaser.comChatGPT 60% · Claude 0%50%0%60%0%
elpais.comChatGPT 60% · Claude 0%50%0%60%0%

Switzerland · 7 answers

Switzerland
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%86%0%100%0%
cleanify.chChatGPT 67% · Claude 0%57%14%67%0%
local.chChatGPT 67% · Claude 0%57%0%67%0%
localsearch.chChatGPT 67% · Claude 0%57%0%67%0%
trustpilot.comChatGPT 33% · Claude 100%43%29%33%100%

United Kingdom · 8 answers

United Kingdom
SiteReadCitedChatGPTClaude
trustpilot.comChatGPT 86% · Claude 100%88%88%86%100%
checkatrade.comChatGPT 100% · Claude 0%88%38%100%0%
reddit.comChatGPT 100% · Claude 0%88%13%100%0%
yell.comChatGPT 86% · Claude 0%75%38%86%0%
wikipedia.orgChatGPT 43% · Claude 0%38%0%43%0%

United States · 11 answers

United States
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%91%18%100%0%
expertise.comChatGPT 70% · Claude 100%73%9.1%70%100%
maidpro.comChatGPT 60% · Claude 0%55%27%60%0%
trustanalytica.orgChatGPT 50% · Claude 0%46%9.1%50%0%
angi.comChatGPT 50% · Claude 0%46%0%50%0%

Who the assistants recommend

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

See the rankings for cleaning services

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, Cleaning services, October 2026, aigrow.gg/ai-sources/for/cleaning-services. 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