---
type: Dataset
title: "AI Search Citations: Education in France"
language: en
canonical: https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france
alternate_fr_FR: https://venkatapagadala.com/fr/ai-retrieval-citations-research/education-industry/france
author: Venkata Pagadala
date_published: 2026-11-14
date_modified: 2026-11-14
temporal_coverage: 2026-08-17/2026-11-14
spatial_coverage: "France"
source: Ahrefs Brand Radar, AI responses (data date 2026-11-14)
license: https://creativecommons.org/licenses/by/4.0/ (data files)
generated_from: src/data/eduCountryGuides.ts
---

# Most-Cited Sources in AI Search: Education in France (2026)

> Which websites, videos and forums AI answers cite for education questions in France, overall and on each AI platform. From 111,959 answers dated 17 August 2026 to 14 November 2026.

Venkata Pagadala · 2026-11-14 · https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france

> **The short answer:** In 111,959 AI answers to education questions in France, the most-cited source is **YouTube** (31.0% of answers), then **Wikipedia** (11.2%) and **Facebook** (10.4%). The most-cited French education site is **letudiant.fr** (7.9%). Answers are dated 17 August 2026 to 14 November 2026.

> **Read this first: directional data, not a map of every search:** These numbers come from the AI answers Ahrefs Brand Radar collected for education prompts in France, not from every question people ask, and AI answers change from one run to the next. Read them as a guide to where AI looks when people in France ask about education, on which platforms, and what they need.

## What does AI cite most for education questions in France?

Ranked by the share of answers that cite each source at least once, across 111,959 answers from Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Microsoft Copilot, Google Gemini. YouTube leads; letudiant.fr is the most-cited French education site (7.9%).

| # | Source | Type | % of answers |
|---:|---|---|---:|
| 1 | youtube.com | Video | 31.0% |
| 2 | wikipedia.org | Reference | 11.2% |
| 3 | facebook.com | Social and creator | 10.4% |
| 4 | service-public.gouv.fr | Government | 9.3% |
| 5 | education.gouv.fr | Government | 8.6% |
| 6 | letudiant.fr | Education sites | 7.9% |
| 7 | onisep.fr | Government | 6.2% |
| 8 | instagram.com | Social and creator | 4.9% |
| 9 | google.com | Other websites | 3.7% |
| 10 | tiktok.com | Video | 3.1% |
| 11 | indeed.com | Other websites | 3.0% |
| 12 | francetravail.fr | Government | 3.0% |
| 13 | maformation.fr | Education sites | 2.9% |
| 14 | vacances-scolaires-education.fr | Other websites | 2.9% |
| 15 | naitreetgrandir.com | Other websites | 2.2% |

*The 15 most-cited sources, all platforms. % of answers citing each source at least once.*

### 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 French education sites does AI cite most?

Education sites (course and tutoring platforms, test-prep and cram schools, school and university guides) appear in 27.1% of answers. These are the ones AI cites most in France:

| # | Source | % of answers |
|---:|---|---:|
| 1 | letudiant.fr | 7.9% |
| 2 | maformation.fr | 2.9% |
| 3 | ornikar.com | 2.1% |
| 4 | je-change-de-metier.com | 2.0% |
| 5 | diplomeo.com | 2.0% |
| 6 | codesrousseau.fr | 1.4% |
| 7 | studi.com | 1.2% |
| 8 | digischool.fr | 1.1% |
| 9 | lepermislibre.fr | 1.0% |
| 10 | envoituresimone.com | 1.0% |
| 11 | cidj.com | 0.9% |
| 12 | superprof.fr | 0.9% |

*Most-cited education sites, all platforms. % of answers citing each site at least once.*

## Which sources does each AI platform cite in France?

The platform changes the answer. Google's AI Overviews and AI Mode cite video in up to 45.7% of answers; ChatGPT, Perplexity, Copilot and Gemini in at most 0.5%. Pick a platform to see its own ranking.

### AI Overviews: Most-cited sources · % of answers citing (76,639)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | YouTube | Video | 43.3% |
| 2 | Facebook | Social and creator | 14.2% |
| 3 | Wikipedia | Reference | 13.1% |
| 4 | service-public.gouv.fr | Government | 10.5% |
| 5 | education.gouv.fr | Government | 9.2% |
| 6 | letudiant.fr | Education sites | 8.9% |
| 7 | onisep.fr | Government | 7.3% |
| 8 | Instagram | Social and creator | 6.8% |
| 9 | TikTok | Video | 4.4% |
| 10 | Indeed | Other websites | 3.9% |

### AI Mode: Most-cited sources · % of answers citing (22,838)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | education.gouv.fr | Government | 9.4% |
| 2 | Wikipedia | Reference | 9.2% |
| 3 | Google | Other websites | 8.1% |
| 4 | service-public.gouv.fr | Government | 8.0% |
| 5 | letudiant.fr | Education sites | 7.8% |
| 6 | YouTube | Video | 6.7% |
| 7 | onisep.fr | Government | 4.1% |
| 8 | Facebook | Social and creator | 3.3% |
| 9 | francetravail.fr | Government | 2.3% |
| 10 | maformation.fr | Education sites | 2.2% |

### ChatGPT: Most-cited sources · % of answers citing (1,841)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | education.gouv.fr | Government | 12.0% |
| 2 | service-public.gouv.fr | Government | 9.0% |
| 3 | onisep.fr | Government | 5.5% |
| 4 | legifrance.gouv.fr | Government | 4.8% |
| 5 | economie.gouv.fr | Government | 3.0% |
| 6 | francecompetences.fr | Government | 3.0% |
| 7 | ameli.fr | Government | 2.8% |
| 8 | afpa.fr | Schools and universities | 2.8% |
| 9 | cultura.com | Other websites | 2.0% |
| 10 | letudiant.fr | Education sites | 1.8% |

### Perplexity: Most-cited sources · % of answers citing (3,228)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | service-public.gouv.fr | Government | 6.8% |
| 2 | onisep.fr | Government | 5.2% |
| 3 | education.gouv.fr | Government | 4.6% |
| 4 | Wikipedia | Reference | 4.0% |
| 5 | letudiant.fr | Education sites | 3.5% |
| 6 | francetravail.fr | Government | 2.5% |
| 7 | economie.gouv.fr | Government | 2.2% |
| 8 | maformation.fr | Education sites | 2.1% |
| 9 | ouest-france.fr | Other websites | 2.0% |
| 10 | parents.fr | Other websites | 1.9% |

### Copilot: Most-cited sources · % of answers citing (3,659)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | amazon.fr | Other websites | 4.7% |
| 2 | Wikipedia | Reference | 3.9% |
| 3 | service-public.gouv.fr | Government | 3.6% |
| 4 | findthedeal.org | Other websites | 2.6% |
| 5 | onisep.fr | Government | 2.6% |
| 6 | avis-parents.com | Other websites | 2.4% |
| 7 | education.gouv.fr | Government | 1.8% |
| 8 | fnac.com | Other websites | 1.7% |
| 9 | reverso.net | Other websites | 1.6% |
| 10 | lalanguefrancaise.com | Other websites | 1.4% |

### Gemini: Most-cited sources · % of answers citing (3,754)

| # | Source | Type | % of answers |
|---|---|---|---|
| 1 | Wikipedia | Reference | 1.7% |
| 2 | service-public.gouv.fr | Government | 0.9% |
| 3 | maformation.fr | Education sites | 0.9% |
| 4 | education.gouv.fr | Government | 0.8% |
| 5 | ornikar.com | Education sites | 0.8% |
| 6 | diplomeo.com | Education sites | 0.6% |
| 7 | Indeed | Other websites | 0.6% |
| 8 | YouTube | Video | 0.5% |
| 9 | onisep.fr | Government | 0.5% |
| 10 | je-change-de-metier.com | Education sites | 0.5% |

| Platform | Answers | Most-cited source | Video | Forums and Q&A | Education sites | Government |
|---|---:|---|---:|---:|---:|---:|
| All platforms | 111,959 | YouTube (31.0%) | 32.8% | 2.2% | 27.1% | 37.3% |
| AI Overviews | 76,639 | YouTube (43.3%) | 45.7% | 3.0% | 31.9% | 41.6% |
| AI Mode | 22,838 | education.gouv.fr (9.4%) | 7.0% | 0.7% | 21.0% | 33.0% |
| ChatGPT | 1,841 | education.gouv.fr (12.0%) | 0.1% | 0.0% | 7.8% | 44.3% |
| Perplexity | 3,228 | service-public.gouv.fr (6.8%) | 0.2% | 0.1% | 15.5% | 28.6% |
| Copilot | 3,659 | amazon.fr (4.7%) | 0.2% | 0.0% | 7.4% | 12.5% |
| Gemini | 3,754 | Wikipedia (1.7%) | 0.5% | 0.4% | 4.7% | 4.3% |

*Each platform at a glance. % of that platform's answers citing each type at least once.*

## What do people in France 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 | In English | Monthly searches |
|---|---|---:|
| ecole directe |  | 529,000 |
| pronote |  | 281,000 |
| toutatice |  | 237,000 |
| vacances scolaires |  | 229,000 |
| vacances scolaires 2026 |  | 225,000 |
| vacances scolaires 2027 |  | 219,000 |
| lycée connecté | Connected High School | 203,000 |
| vacances toussaint 2026 |  | 196,000 |
| permis de conduire |  | 154,000 |
| pcn |  | 127,000 |
| vacance scolaire 2026 |  | 110,000 |
| mon compte formation |  | 98,000 |

## How does France compare with other countries?

The same measure in every country of the study, all platforms. [See all countries side by side](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/by-country).

| Country | Answers | Video | Education sites | Forums and Q&A | Government |
|---|---:|---:|---:|---:|---:|
| [United States](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry) | 1,456,743 | 33.1% | 12.4% | 18.3% | 13.6% |
| [India](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/india) | 629,880 | 25.7% | 41.9% | 11.3% | 14.1% |
| [Japan](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/japan) | 274,068 | 16.5% | 42.7% | 13.1% | 11.6% |
| [United Kingdom](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/united-kingdom) | 222,184 | 25.5% | 26.7% | 9.0% | 28.2% |
| [Indonesia](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/indonesia) | 170,993 | 37.8% | 18.5% | 5.3% | 22.2% |
| [Brazil](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/brazil) | 161,570 | 45.6% | 25.3% | 3.9% | 19.6% |
| [Mexico](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/mexico) | 141,634 | 47.4% | 18.4% | 3.1% | 24.9% |
| [Canada](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/canada) | 131,414 | 33.1% | 24.1% | 18.0% | 18.3% |
| [Australia](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/australia) | 128,845 | 25.2% | 20.9% | 9.8% | 31.7% |
| France | 111,959 | 32.8% | 27.1% | 2.2% | 37.3% |
| [Germany](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/germany) | 109,804 | 32.1% | 29.2% | 4.9% | 19.1% |
| [Philippines](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/philippines) | 93,035 | 40.2% | 31.0% | 14.5% | 16.5% |
| [Spain](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/spain) | 92,079 | 34.9% | 27.4% | 2.7% | 26.8% |

*The United States row is measured the same way as the others. The US study page it links to uses an earlier, narrower pull, so its figures differ.*

## How was this measured?

- **Data:** Ahrefs Brand Radar, AI responses, France, data date 14 November 2026: every answer whose prompt Ahrefs files under Jobs and Education > Education (including its subcategories), with no site filter. 111,959 rows exported in slices under Ahrefs' row cap, each checked against the count Ahrefs showed.
- **Answers:** 111,959 unique answers after removing duplicates (same platform, prompt, opening text and date), dated 17 August 2026 to 14 November 2026.
- **Gap:** 1,492 ChatGPT answers (1.3% of this country's answers) could not be exported: Ahrefs' export failed on every attempt for that slice, so the ChatGPT figures here use the ChatGPT answers that did export.
- **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 68.5% 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 France. 111,959 AI answers, Ahrefs Brand Radar (France), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france

The data files on this page are licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/): you may reuse them, with credit to this study.

- [Top 60 cited sources (CSV)](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france/top-cited-sources.csv)
- [Source types by platform (CSV)](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france/source-types-by-platform.csv)

- [Recherche IA et éducation : les sources les plus citées en France (Français)](https://venkatapagadala.com/fr/ai-retrieval-citations-research/education-industry/france)
- [AI search citations in education, country by country](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/by-country)
- [AI search citations in education: the US study](https://venkatapagadala.com/ai-retrieval-citations-research/education-industry)
- [AI Retrieval & Citations Research](https://venkatapagadala.com/ai-retrieval-citations-research)

### Which source does AI cite most for education questions in France?

YouTube. It is cited in 31.0% of 111,959 AI answers to education questions in France, ahead of Wikipedia (11.2%) and Facebook (10.4%).

### Which French education sites does AI cite most?

letudiant.fr (7.9% of answers), maformation.fr (2.9%) and ornikar.com (2.1%). Education sites as a group appear in 27.1% of answers in France.

### Does ChatGPT cite different sources than Google AI Overviews in France?

Yes. On Google AI Overviews the most-cited source is YouTube (43.3% of its answers); on ChatGPT it is education.gouv.fr (12.0%). Video appears in 45.7% of AI Overviews answers and 0.1% of ChatGPT answers.

### How often does AI cite YouTube for education questions in France?

YouTube is cited in 31.0% of AI answers to education questions in France, all platforms combined.

### How should I cite this study?

Pagadala, V. (2026). Most-Cited Sources in AI Search: Education in France. 111,959 AI answers, Ahrefs Brand Radar (France), answers dated 17 August 2026 to 14 November 2026. https://venkatapagadala.com/ai-retrieval-citations-research/education-industry/france

### 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.