What does AI cite most for education questions in Canada?
Ranked by the share of answers that cite each source at least once, across 131,414 answers from Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Microsoft Copilot, Google Gemini. YouTube leads; idp.com is the most-cited Canadian education site (2.1%).
In 131,414 AI answers about education in Canada, the most-cited source is YouTube (32.4% of answers), then Reddit (16.5%) and Wikipedia (14.8%).
Most-cited sources · % of answers citing
- 1
YouTubeVideo32.4% - 2
RedditForums and Q&A16.5% - 3
WikipediaReference14.8% - 4
FacebookSocial and creator10.4% - 5
GoogleOther websites8.3% - 6
InstagramSocial and creator6% - 7Brand 5Education sites4.1%
- 8
canada.caGovernment4% - 9
utoronto.caSchools and universities3% - 10Brand 3Education sites2.7%
- 11
QuoraForums and Q&A2.6% - 12alberta.caGovernment2.6%
- 13
LinkedInSocial and creator2.4% - 14gouv.qc.caGovernment2.4%
- 15
usnews.comOther websites2.3%
Brand N: an education site, anonymized.
Source mix
- Education sites24.1%
- Video33.1%
- Forums and Q&A18%
- Social and creator18%
- Reference16.3%
- Document sharing1.2%
- Schools and universities28.3%
- Government18.3%
- Other websites86.6%
% of answers citing each type at least once.
| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | youtube.com | Video | 32.4% |
| 2 | reddit.com | Forums and Q&A | 16.5% |
| 3 | wikipedia.org | Reference | 14.8% |
| 4 | facebook.com | Social and creator | 10.4% |
| 5 | google.com | Other websites | 8.3% |
| 6 | instagram.com | Social and creator | 6.0% |
| 7 | Brand 5 | Education sites | 4.1% |
| 8 | canada.ca | Government | 4.0% |
| 9 | utoronto.ca | Schools and universities | 3.0% |
| 10 | Brand 3 | Education sites | 2.7% |
| 11 | quora.com | Forums and Q&A | 2.6% |
| 12 | alberta.ca | Government | 2.6% |
| 13 | linkedin.com | Social and creator | 2.4% |
| 14 | gouv.qc.ca | Government | 2.4% |
| 15 | usnews.com | Other websites | 2.3% |
What each source type includes
- ·Education sites: course and tutoring platforms, test-prep and cram schools, school and university guides, and the 33 anonymized international sites.
- ·Video: YouTube, TikTok, Vimeo, TED and other video hosts.
- ·Forums and Q&A: Reddit, Quora, Yahoo! Chiebukuro, gutefrage.net, Brainly and other Q&A sites.
- ·Social and creator: Facebook, Instagram, LinkedIn, X (Twitter), Pinterest, note.com, blogs.
- ·Reference: Wikipedia, Britannica, dictionaries.
- ·Document sharing: Scribd, SlideShare, Studocu, Course Hero, ResearchGate.
- ·Schools and universities: universities, colleges and school websites (.edu, .ac.jp, .edu.au and similar).
- ·Government: government and public bodies (.gov, .go.jp, .gouv.fr, ministries, regions, employment agencies).
- ·Other websites: everything else: publishers, news, software vendors, job boards, shops.
Which Canadian education sites does AI cite most?
Education sites (course and tutoring platforms, test-prep and cram schools, school and university guides) appear in 24.1% of answers. These are the ones AI cites most in Canada:
| # | Source | % of answers |
|---|---|---|
| 1 | Brand 5 | 4.1% |
| 2 | Brand 3 | 2.7% |
| 3 | idp.com | 2.1% |
| 4 |  topuniversities.com | 1.4% |
| 5 | coursecompare.ca | 1.4% |
| 6 |  timeshighereducation.com | 1.1% |
| 7 |  study.com | 1.0% |
| 8 |  ourkids.net | 1.0% |
| 9 | britishcouncil.org | 0.9% |
| 10 |  ontariocolleges.ca | 0.8% |
| 11 |  tutorlyft.com | 0.8% |
| 12 |  applyboard.com | 0.7% |
Brand N: one of the 33 international education sites from the US study, anonymized.
Which sources does each AI platform cite in Canada?
The platform changes the answer. Google's AI Overviews and AI Mode cite video in up to 43.9% of answers; ChatGPT, Perplexity, Copilot and Gemini in at most 0.8%. Pick a platform to see its own ranking.
AI platform
In 131,414 AI answers about education in Canada, the most-cited source is YouTube (32.4% of answers), then Reddit (16.5%) and Wikipedia (14.8%).
Most-cited sources · % of answers citing
- 1YouTubeVideo32.4%
- 2RedditForums and Q&A16.5%
- 3WikipediaReference14.8%
- 4FacebookSocial and creator10.4%
- 5GoogleOther websites8.3%
- 6InstagramSocial and creator6%
- 7Brand 5Education sites4.1%
- 8canada.caGovernment4%
- 9utoronto.caSchools and universities3%
- 10Brand 3Education sites2.7%
- 11QuoraForums and Q&A2.6%
- 12alberta.caGovernment2.6%
- 13LinkedInSocial and creator2.4%
- 14gouv.qc.caGovernment2.4%
- 15usnews.comOther websites2.3%
Brand N: an education site, anonymized.
Source mix
- Education sites24.1%
- Video33.1%
- Forums and Q&A18%
- Social and creator18%
- Reference16.3%
- Document sharing1.2%
- Schools and universities28.3%
- Government18.3%
- Other websites86.6%
% of answers citing each type at least once.
| Platform | Answers | Most-cited source | Video | Forums and Q&A | Education sites | Government |
|---|---|---|---|---|---|---|
| All platforms | 131,414 | YouTube32.4% | 33.1% | 18.0% | 24.1% | 18.3% |
| AI Overviews | 95,464 | YouTube43.1% | 43.9% | 23.2% | 28.7% | 20.4% |
| AI Mode | 25,742 | Google18.1% | 5.8% | 5.3% | 13.1% | 13.2% |
| ChatGPT | 2,501 | canada.ca4.4% | 0.1% | 0.6% | 10.6% | 23.5% |
| Perplexity | 2,369 | Wikipedia2.8% | 0.6% | 1.6% | 13.5% | 14.4% |
| Copilot | 2,733 | Wikipedia3.5% | 0.5% | 0.1% | 8.3% | 6.2% |
| Gemini | 2,605 | Reddit2.3% | 0.8% | 2.3% | 5.9% | 3.0% |
What do people in Canada ask AI about education?
The education searches with the highest monthly search volume in this data (Ahrefs). Each one triggered an AI answer that was collected.
| Search | Monthly searches |
|---|---|
| powerschool | 377,000 |
| slope | 128,000 |
| rice purity test | 93,000 |
| typing test | 77,000 |
| tmu login | 65,000 |
| crs score calculator | 59,000 |
| ouac | 57,000 |
| school cash online | 56,000 |
| edsby | 53,000 |
| book creator | 51,000 |
| omnivox | 41,000 |
| What is a slide example? | 40,000 |
How does Canada compare with other countries?
The same measure in every country of the study, all platforms. See all countries side by side.
| Country | Answers | Video | Education sites | Forums and Q&A | Government |
|---|---|---|---|---|---|
| United States | 1,456,743 | 33.1% | 12.4% | 18.3% | 13.6% |
| India | 629,880 | 25.7% | 41.9% | 11.3% | 14.1% |
| Japan | 274,068 | 16.5% | 42.7% | 13.1% | 11.6% |
| United Kingdom | 222,184 | 25.5% | 26.7% | 9.0% | 28.2% |
| Indonesia | 170,993 | 37.8% | 18.5% | 5.3% | 22.2% |
| Brazil | 161,570 | 45.6% | 25.3% | 3.9% | 19.6% |
| Mexico | 141,634 | 47.4% | 18.4% | 3.1% | 24.9% |
| Canada | 131,414 | 33.1% | 24.1% | 18.0% | 18.3% |
| Australia | 128,845 | 25.2% | 20.9% | 9.8% | 31.7% |
| France | 111,959 | 32.8% | 27.1% | 2.2% | 37.3% |
| Germany | 109,804 | 32.1% | 29.2% | 4.9% | 19.1% |
| Philippines | 93,035 | 40.2% | 31.0% | 14.5% | 16.5% |
| Spain | 92,079 | 34.9% | 27.4% | 2.7% | 26.8% |
How was this measured?
- ·Data: Ahrefs Brand Radar, AI responses, Canada, data date 14 November 2026: every answer whose prompt Ahrefs files under Jobs and Education > Education (including its subcategories), with no site filter. 131,414 rows exported in slices under Ahrefs' row cap, each checked against the count Ahrefs showed.
- ·Answers: 131,414 unique answers after removing duplicates (same platform, prompt, opening text and date), dated 17 August 2026 to 14 November 2026.
- ·Platforms: Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Microsoft Copilot, Google Gemini. Grok was paused in Ahrefs during this period.
- ·Measure: the share of answers that cite a source, or a source type, at least once.
- ·Source types: each cited page is assigned one type by fixed rules (domain lists and suffixes such as .gov or .ac.jp), the same rules in every country.
- ·Anonymized sites: the 33 international education sites of the US study are shown as Brand 1 to Brand 33, numbered by how many answers cite them across all countries.
- ·Platform mix: Google AI Overviews are 72.6% of the answers here, so all-platform figures lean toward Google.
- ·One snapshot: this is one pull, not a trend.
How to cite this study
Suggested citation
Pagadala, V. (2026). Most-Cited Sources in AI Search: Education in Canada. 131,414 AI answers, Ahrefs Brand Radar (Canada), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/canada
The data files on this page are licensed under CC BY 4.0: you may reuse them, with credit to this study.
Sources & further reading
Go deeper
Which source does AI cite most for education questions in Canada?
YouTube. It is cited in 32.4% of 131,414 AI answers to education questions in Canada, ahead of Reddit (16.5%) and Wikipedia (14.8%).
Which Canadian education sites does AI cite most?
idp.com (2.1% of answers), topuniversities.com (1.4%) and coursecompare.ca (1.4%). Education sites as a group appear in 24.1% of answers in Canada.
Does ChatGPT cite different sources than Google AI Overviews in Canada?
Yes. On Google AI Overviews the most-cited source is YouTube (43.1% of its answers); on ChatGPT it is canada.ca (4.4%). Video appears in 43.9% of AI Overviews answers and 0.1% of ChatGPT answers.
How often does AI cite YouTube for education questions in Canada?
YouTube is cited in 32.4% of AI answers to education questions in Canada, all platforms combined.
How should I cite this study?
Pagadala, V. (2026). Most-Cited Sources in AI Search: Education in Canada. 131,414 AI answers, Ahrefs Brand Radar (Canada), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/canada
Why are some education sites anonymized?
The study is about where AI answers get their sources, not about any one company. The 33 international education sites of the US study are shown as Brand 1 to Brand 33; local sites are named.