What does AI cite most for education questions in the United Kingdom?
Ranked by the share of answers that cite each source at least once, across 222,184 answers from Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Microsoft Copilot, Google Gemini. YouTube leads; ucas.com is the most-cited UK education site (2.9%).
In 222,184 AI answers about education in United Kingdom, the most-cited source is YouTube (24.8% of answers), then Google (12.5%) and Wikipedia (11.2%).
Most-cited sources · % of answers citing
- 1
YouTubeVideo24.8% - 2
GoogleOther websites12.5% - 3
WikipediaReference11.2% - 4
service.gov.ukGovernment7.5% - 5
RedditForums and Q&A7.5% - 6
FacebookSocial and creator7.4% - 7
gov.ukGovernment7.2% - 8
nhs.ukGovernment5.2% - 9
InstagramSocial and creator3.4% - 10
ofsted.gov.ukGovernment3% - 11
bbc.co.ukOther websites2.9% - 12
ucas.comEducation sites2.9% - 13
twinkl.co.ukEducation sites2.8% - 14
education.gov.ukGovernment2.7% - 15
thecompleteuniversityguide.co.ukEducation sites2.6%
Source mix
- Education sites26.7%
- Video25.5%
- Forums and Q&A9%
- Social and creator12.3%
- Reference12.2%
- Document sharing0.8%
- Schools and universities27.9%
- Government28.2%
- Other websites82.2%
% of answers citing each type at least once.
| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | youtube.com | Video | 24.8% |
| 2 | google.com | Other websites | 12.5% |
| 3 | wikipedia.org | Reference | 11.2% |
| 4 | service.gov.uk | Government | 7.5% |
| 5 | reddit.com | Forums and Q&A | 7.5% |
| 6 | facebook.com | Social and creator | 7.4% |
| 7 | gov.uk | Government | 7.2% |
| 8 | nhs.uk | Government | 5.2% |
| 9 | instagram.com | Social and creator | 3.4% |
| 10 | ofsted.gov.uk | Government | 3.0% |
| 11 | bbc.co.uk | Other websites | 2.9% |
| 12 | ucas.com | Education sites | 2.9% |
| 13 | twinkl.co.uk | Education sites | 2.8% |
| 14 | education.gov.uk | Government | 2.7% |
| 15 | thecompleteuniversityguide.co.uk | Education sites | 2.6% |
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 UK education sites does AI cite most?
Education sites (course and tutoring platforms, test-prep and cram schools, school and university guides) appear in 26.7% of answers. These are the ones AI cites most in the United Kingdom:
| # | Source | % of answers |
|---|---|---|
| 1 | ucas.com | 2.9% |
| 2 | twinkl.co.uk | 2.8% |
| 3 | thecompleteuniversityguide.co.uk | 2.6% |
| 4 | Brand 5 | 2.0% |
| 5 |  goodschoolsguide.co.uk | 1.5% |
| 6 | Brand 3 | 1.5% |
| 7 |  topuniversities.com | 1.4% |
| 8 |  learndirect.com | 1.3% |
| 9 |  whatuni.com | 1.1% |
| 10 |  tes.com | 1.1% |
| 11 |  timeshighereducation.com | 1.1% |
| 12 |  savemyexams.com | 0.9% |
Brand N: one of the 33 international education sites from the US study, anonymized.
Which sources does each AI platform cite in the United Kingdom?
The platform changes the answer. Google's AI Overviews and AI Mode cite video in up to 41.0% of answers; ChatGPT, Perplexity, Copilot and Gemini in at most 0.5%. Pick a platform to see its own ranking.
AI platform
In 222,184 AI answers about education in United Kingdom, the most-cited source is YouTube (24.8% of answers), then Google (12.5%) and Wikipedia (11.2%).
Most-cited sources · % of answers citing
- 1YouTubeVideo24.8%
- 2GoogleOther websites12.5%
- 3WikipediaReference11.2%
- 4service.gov.ukGovernment7.5%
- 5RedditForums and Q&A7.5%
- 6FacebookSocial and creator7.4%
- 7gov.ukGovernment7.2%
- 8nhs.ukGovernment5.2%
- 9InstagramSocial and creator3.4%
- 10ofsted.gov.ukGovernment3%
- 11bbc.co.ukOther websites2.9%
- 12ucas.comEducation sites2.9%
- 13twinkl.co.ukEducation sites2.8%
- 14education.gov.ukGovernment2.7%
- 15thecompleteuniversityguide.co.ukEducation sites2.6%
Source mix
- Education sites26.7%
- Video25.5%
- Forums and Q&A9%
- Social and creator12.3%
- Reference12.2%
- Document sharing0.8%
- Schools and universities27.9%
- Government28.2%
- Other websites82.2%
% of answers citing each type at least once.
| Platform | Answers | Most-cited source | Video | Forums and Q&A | Education sites | Government |
|---|---|---|---|---|---|---|
| All platforms | 222,184 | YouTube24.8% | 25.5% | 9.0% | 26.7% | 28.2% |
| AI Overviews | 129,225 | YouTube39.9% | 41.0% | 13.7% | 35.6% | 32.0% |
| AI Mode | 66,089 | Google27.2% | 5.4% | 3.1% | 16.9% | 26.2% |
| ChatGPT | 6,363 | gov.uk11.9% | 0.1% | 0.4% | 9.7% | 30.3% |
| Perplexity | 6,024 | service.gov.uk6.1% | 0.5% | 1.0% | 13.7% | 21.7% |
| Copilot | 7,218 |  amazon.co.uk2.4% | 0.4% | 0.5% | 6.8% | 7.2% |
| Gemini | 7,265 | Reddit1.6% | 0.5% | 1.6% | 3.7% | 2.9% |
What do people in the United Kingdom 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 |
|---|---|
| bromcom | 803,000 |
| ucas | 370,000 |
| parent pay | 322,000 |
| How to register ParentPay? | 247,000 |
| quiz | 220,000 |
| child benefit | 183,000 |
| Why is Educake called Educake? | 151,000 |
| Which schools use arbor? | 150,000 |
| wheel of names | 148,000 |
| rice purity test | 145,000 |
| parentpay | 124,000 |
| autism | 123,000 |
How does the United Kingdom 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, the United Kingdom, data date 14 November 2026: every answer whose prompt Ahrefs files under Jobs and Education > Education (including its subcategories), with no site filter. 222,184 rows exported in slices under Ahrefs' row cap, each checked against the count Ahrefs showed.
- ·Answers: 222,184 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 58.2% 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 United Kingdom. 222,184 AI answers, Ahrefs Brand Radar (United Kingdom), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/united-kingdom
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 the United Kingdom?
YouTube. It is cited in 24.8% of 222,184 AI answers to education questions in the United Kingdom, ahead of Google (12.5%) and Wikipedia (11.2%).
Which UK education sites does AI cite most?
ucas.com (2.9% of answers), twinkl.co.uk (2.8%) and thecompleteuniversityguide.co.uk (2.6%). Education sites as a group appear in 26.7% of answers in the United Kingdom.
Does ChatGPT cite different sources than Google AI Overviews in the United Kingdom?
Yes. On Google AI Overviews the most-cited source is YouTube (39.9% of its answers); on ChatGPT it is gov.uk (11.9%). Video appears in 41.0% of AI Overviews answers and 0.1% of ChatGPT answers.
How often does AI cite YouTube for education questions in the United Kingdom?
YouTube is cited in 24.8% of AI answers to education questions in the United Kingdom, all platforms combined.
How should I cite this study?
Pagadala, V. (2026). Most-Cited Sources in AI Search: Education in United Kingdom. 222,184 AI answers, Ahrefs Brand Radar (United Kingdom), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/united-kingdom
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.