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AI Source Map · October 2026

Dentists: the sites AI assistants read before they name one

108 answers from ChatGPT and Claude about dentists 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.

Dentists
81%of answers read reddit.com
Answers
108
ChatGPT: searches per answer
3.7
Claude: searches per answer
1.7
Answers that read wikipedia.org
43%
Answers that read trustpilot.com
20%

Download the data as JSON

The sites read most for dentists

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

Compare assistant statistics
Dentists
SiteReadCitedChatGPTClaude
reddit.comChatGPT 99% · Claude 0%81%8.3%99%0%
wikipedia.orgChatGPT 52% · Claude 0%43%0%52%0%
trustpilot.comChatGPT 22% · Claude 15%20%4.6%22%15%
whatclinic.comChatGPT 14% · Claude 45%19%2.8%14%45%
birdeye.comChatGPT 16% · Claude 0%13%3.7%16%0%
top-rated.onlineChatGPT 14% · Claude 0%11%2.8%14%0%
toprateddentist.comChatGPT 9.1% · Claude 5.0%8.3%1.9%9.1%5.0%
linkedin.comChatGPT 9.1% · Claude 5.0%8.3%0%9.1%5.0%
trustindex.ioChatGPT 6.8% · Claude 10%7.4%0.9%6.8%10%
jameda.deChatGPT 8.0% · Claude 0%6.5%6.5%8.0%0%
miodottore.itChatGPT 6.8% · Claude 5.0%6.5%3.7%6.8%5.0%
dentistepro.frChatGPT 8.0% · Claude 0%6.5%2.8%8.0%0%
dentistrydirectories.comChatGPT 8.0% · Claude 0%6.5%0%8.0%0%
doctolib.comChatGPT 8.0% · Claude 0%6.5%0%8.0%0%
trustanalytica.orgChatGPT 8.0% · Claude 0%6.5%0%8.0%0%

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The five sites ChatGPT and Claude read most before they recommend dentists, October 2026
<a href="https://aigrow.gg/ai-sources/for/dentists"><img src="https://aigrow.gg/og/ai-sources-for-dentists.jpg" width="1200" height="630" alt="The five sites ChatGPT and Claude read most before they recommend dentists, October 2026" style="max-width:100%;height:auto"></a>
<p><a href="https://aigrow.gg/ai-sources/for/dentists">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
starworks.com.auChatGPT 100% · Claude 0%80%60%100%0%
reddit.comChatGPT 100% · Claude 0%80%20%100%0%
birdeye.comChatGPT 75% · Claude 0%60%20%75%0%
whatclinic.comChatGPT 50% · Claude 100%60%0%50%100%
wordofmouth.com.auChatGPT 75% · Claude 0%60%0%75%0%

Belgium · 5 answers

Belgium
SiteReadCitedChatGPTClaude
doctoranytime.beChatGPT 100% · Claude 0%80%60%100%0%
reddit.comChatGPT 100% · Claude 0%80%0%100%0%
whatclinic.comChatGPT 50% · Claude 100%60%20%50%100%
fgov.beChatGPT 50% · Claude 100%60%0%50%100%
curalo.beChatGPT 50% · Claude 0%40%20%50%0%

Canada · 5 answers

Canada
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%80%20%100%0%
dentistrydirectories.comChatGPT 100% · Claude 0%80%0%100%0%
ratemds.comChatGPT 50% · Claude 100%60%0%50%100%
birdeye.comChatGPT 50% · Claude 0%40%40%50%0%
biglove.toChatGPT 50% · Claude 0%40%20%50%0%

France · 8 answers

France
SiteReadCitedChatGPTClaude
dentistepro.frChatGPT 100% · Claude 0%88%38%100%0%
reddit.comChatGPT 100% · Claude 0%88%13%100%0%
doctolib.comChatGPT 100% · Claude 0%88%0%100%0%
wikipedia.orgChatGPT 86% · Claude 0%75%0%86%0%
pagesjaunes.frChatGPT 71% · Claude 0%63%0%71%0%

Germany · 8 answers

Germany
SiteReadCitedChatGPTClaude
jameda.deChatGPT 100% · Claude 0%88%88%100%0%
reddit.comChatGPT 100% · Claude 0%88%25%100%0%
wikipedia.orgChatGPT 86% · Claude 0%75%0%86%0%
reviewhero.ioChatGPT 57% · Claude 100%63%13%57%100%
zahnaerzte.deChatGPT 57% · Claude 0%50%13%57%0%

Italy · 8 answers

Italy
SiteReadCitedChatGPTClaude
miodottore.itChatGPT 86% · Claude 100%88%50%86%100%
reddit.comChatGPT 100% · Claude 0%88%13%100%0%
alfadocs.comChatGPT 57% · Claude 100%63%13%57%100%
docdental.itChatGPT 43% · Claude 100%50%25%43%100%
trustpilot.comChatGPT 57% · Claude 0%50%13%57%0%

Netherlands · 5 answers

Netherlands
SiteReadCitedChatGPTClaude
tandarts.nlChatGPT 100% · Claude 100%100%100%100%100%
zorgkaartnederland.nlChatGPT 100% · Claude 100%100%60%100%100%
nvvk.orgChatGPT 100% · Claude 0%80%0%100%0%
reddit.comChatGPT 100% · Claude 0%80%0%100%0%
tanden-turkije.nlChatGPT 75% · Claude 0%60%0%75%0%

Spain · 6 answers

Spain
SiteReadCitedChatGPTClaude
doctoralia.esChatGPT 100% · Claude 0%83%67%100%0%
rootcostdental.comChatGPT 100% · Claude 0%83%0%100%0%
cadenaser.comChatGPT 80% · Claude 0%67%0%80%0%
dentistas24.esChatGPT 80% · Claude 0%67%0%80%0%
reddit.comChatGPT 80% · Claude 0%67%0%80%0%

Switzerland · 7 answers

Switzerland
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%86%0%100%0%
local.chChatGPT 83% · Claude 0%71%29%83%0%
wikipedia.orgChatGPT 83% · Claude 0%71%0%83%0%
swissdentalguide.chChatGPT 67% · Claude 0%57%0%67%0%
localsearch.chChatGPT 50% · Claude 0%43%0%50%0%

United Kingdom · 8 answers

United Kingdom
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%88%0%100%0%
wikipedia.orgChatGPT 86% · Claude 0%75%0%86%0%
alldentists.co.ukChatGPT 71% · Claude 0%63%13%71%0%
trustpilot.comChatGPT 71% · Claude 0%63%0%71%0%
whatclinic.comChatGPT 71% · Claude 0%63%0%71%0%

United States · 11 answers

United States
SiteReadCitedChatGPTClaude
reddit.comChatGPT 100% · Claude 0%91%18%100%0%
toprateddentist.comChatGPT 80% · Claude 100%82%18%80%100%
wikipedia.orgChatGPT 80% · Claude 0%73%0%80%0%
trustanalytica.orgChatGPT 60% · Claude 0%55%0%60%0%
dentascore.comChatGPT 50% · Claude 0%46%27%50%0%

Who the assistants recommend

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

See the rankings for dentists

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, Dentists, October 2026, aigrow.gg/ai-sources/for/dentists. 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

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Edition October 2026 · data under CC BY 4.0