— Ranking Top 5 · AI citation —
Who does AI cite most for Premium Education France /, Paris?
youtube.com holds the strongest AI citation share on the Premium Education France / Paris panel at 37.53%, accumulated across 7 comparable scheduled runs from August 31 – September 6, 2026.
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- Market
- Premium Education France /
- Location
- Paris
- Observed period
- Aug 31 – Sep 6, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- France
- Reading
- Ranking Top 5 · AI citation
“On Premium Education France / Paris, a general-purpose platform captures more AI citations than every focused source combined.”
Quick answer
The four sources behind it range from 8.95% down to 5.38%.
Key reading
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking for Premium Education France / Paris, recording 37.53% of AI citation share on this market across the 7-run window. The spread between youtube.com and the rank-5 actor, etudiant.lefigaro.fr, is 32.15 percentage points. The top 2 actors together hold more than the remaining 3 combined. letudiant.fr sits 28.58 percentage points behind youtube.com on AI citation share on this market, while etudiant.lefigaro.fr sits 32.15 percentage points behind it — the 4 sources behind youtube.com sit between 28.58 and 32.15 percentage points behind it. The surface is shaped by a single platform drawing the plurality of citations, with focused education domains and a social platform clustered far below.
Core metric
Citation share — top 5 · Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 37.53% AI citation share | cited in 7/7 runs |
| letudiant.fr | #2 | 8.95% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 7.68% AI citation share | cited in 7/7 runs |
| Ministère de l Éducation nationale | #4 | 7.05% AI citation share | cited in 7/7 runs |
| etudiant.lefigaro.fr | #5 | 5.38% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 37.53%. As a general-purpose platform, it accumulated more AI Overview citations across the 7-run window than any focused education source — cited in 7 of 7 comparable runs.
letudiant.fr records 8.95% AI citation share on this market, placing it as the highest-ranked focused source on the panel. It sits 28.58 percentage points behind youtube.com on AI citation share on this market, and was cited in 7 of 7 comparable runs.
facebook.com records 7.68% AI citation share on this market, a second social platform appearing on a surface otherwise populated by education-focused domains. It sits 29.85 percentage points behind youtube.com on AI citation share on this market and was cited in 7 of 7 comparable runs.
Ministère de l Éducation nationale
Ministère de l Éducation nationale records 7.05% AI citation share on this market. It sits 30.48 percentage points behind youtube.com on AI citation share on this market, and was cited in 7 of 7 comparable runs across the window.
etudiant.lefigaro.fr records 5.38% AI citation share on this market, the lowest on the governed top-5 panel. It sits 32.15 percentage points behind youtube.com on AI citation share on this market, and was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
The panel is top-heavy
The panel is top-heavy: a single general-purpose platform sits far above a tightly compressed trailing group. The 4 sources behind youtube.com range from 8.95% down to 5.38%, and the top 3 actors together hold more than the remaining 2 combined. Two of the five panel positions belong to social platforms, while the other three are occupied by focused education domains. All 5 actors on the panel were cited in all 7 comparable runs, meaning no actor entered or exited the governed top-5 during the window — but this presence fact alone does not describe ranking order across individual runs.
Why this reading matters
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
youtube.com, a general-purpose platform rather than a specialist education source, holds the rank-1 position on the AI Overview citation rail for Premium Education France / Paris. The two platforms on the panel together account for more cumulative AI citations than the three focused education domains combined — a composition that signals how AI Overviews source answers on this market.
Market implication
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026
This observation signals that AI Overview citation behavior on Premium Education France / Paris concentrates heavily on a single platform, compressing every focused education domain into a narrow trailing band. For any operator monitoring their AI citation visibility on this market, the structural gap between the rank-1 platform and the rest of the panel suggests that citation share on this surface is not distributed proportionally to domain specialization.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education France / · Paris
- Surface:
- AI citation · Google · Desktop
- Observed:
- Aug 31 – Sep 6, 2026
- Published:
- September 12, 2026
Method: How readings are scoped · Run metadata · Source protocol · Corrections and right of reply
Observed by The Observatory. Not an endorsement, recommendation, market-share claim or commercial ranking.
Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date. Terms · Citation guide
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The complete citation record · revision cc402f4914514cb7
Who does AI cite most for Premium Education France /, Paris? Source: https://theobservatory.io/articles/premium-education-paris-most-cited-by-ai-august-31-to-september-6-2026 Scope: Premium Education France / · Paris · AI citation · Google · Desktop Family: Ranking Top 5 Observed: Aug 31 – Sep 6, 2026 (2026-08-31/2026-09-06) Published: September 12, 2026 Method — How readings are scoped: https://theobservatory.io/method#standards Method — Run metadata: https://theobservatory.io/method/panel#run-metadata Method — Source protocol: https://theobservatory.io/method#source-protocol Method — Corrections and right of reply: https://theobservatory.io/method#corrections Public table: https://theobservatory.io/articles/premium-education-paris-most-cited-by-ai-august-31-to-september-6-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-paris-most-cited-by-ai-august-31-to-september-6-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Premium Education France / Paris panel at 37.53%, accumulated across 7 comparable scheduled runs from August 31 – September 6, 2026. Key facts: • youtube.com: 38% AI citation share · cited in 7/7 runs • letudiant.fr: 9% AI citation share · cited in 7/7 runs • facebook.com: 8% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (Aug 31 – Sep 6, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 37.53% AI citation share · cited in 7/7 runs — #1 2. letudiant.fr — 8.95% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 7.68% AI citation share · cited in 7/7 runs — #3 4. Ministère de l Éducation nationale — 7.05% AI citation share · cited in 7/7 runs — #4 5. etudiant.lefigaro.fr — 5.38% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Premium Education France / Paris in France on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent the sum of each actor's AI citations across all comparable runs divided by one single period-wide denominator. The primary metric is AI citation share on this market. AI Overview citation evidence was available on 7 of 7 runs in the comparable window. Limitations and non-claims: — Observes the observed AI citation surface only; within a defined scope and window. — A period aggregate (7 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Premium Education France / Paris, September 2026; not generalisable beyond this market and window. — The Observatory · Premium Education France / · Paris · AI citation · Google · Desktop · Aug 31 – Sep 6, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788682085117_tupo5n. Cite freely with attribution. Published by The Observatory. Source footnote: Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims. Attribution: Published by The Observatory · Based on an AAI Kernel capture · governed by The Observatory editorial system Cite: According to The Observatory (September 12, 2026), Who does AI cite most for Premium Education France /, Paris?. https://theobservatory.io/articles/premium-education-paris-most-cited-by-ai-august-31-to-september-6-2026 This record is the published reading and its public table/slice as served on the card — not the complete underlying capture or provider dataset. Observed by The Observatory. Not an endorsement, recommendation, market-share claim or commercial ranking. Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date. Revision: cc402f4914514cb7
This record is the published reading and its public table/slice as served on the card — not the complete underlying capture or provider dataset.
— The Observatory · Premium Education France / · Paris · AI citation · Google · Desktop · Aug 31 – Sep 6, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788682085117_tupo5n. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share on this market measure?
- It measures how often an actor's domain appears as a cited source inside AI Overview answers across the market's observed query set. It does not measure who opens AI Overview answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term trend?
- No. This card observes an observation period of 7 comparable scheduled runs from August 31 – September 6, 2026. AI Overview content varies by query, model, and date; a wider window or additional observations would be needed to identify any directional movement.
- Why does a platform hold the top position instead of a specialist education domain?
- AI Overviews select sources based on their own model logic, not on domain specialization. This card observes which domains were cited most often across 105 queries over 7 runs — it does not explain why the AI engine chose one source over another.
Scope and limitations
Premium Education France / · Paris · AI citation · Aug 31 – Sep 6, 2026 · what this card does not claim
- Observes the observed AI citation surface only; within a defined scope and window.
- A period aggregate (7 comparable runs) — not a claim about bookings, revenue, or market share.
- Scoped to Premium Education France / Paris, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Premium Education France / Paris in France on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent the sum of each actor's AI citations across all comparable runs divided by one single period-wide denominator. The primary metric is AI citation share on this market. AI Overview citation evidence was available on 7 of 7 runs in the comparable window.
The complete methodology — scope, panels, run conditions and corrections — is set out on the Method page.
Source protocol · How readings are scoped · Run metadata · Corrections
Period observation across 7 comparable scheduled runs, August 31 – September 6, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI opening control or organic visibility.
A capture from AAI Kernel’s governed intelligence — published by The Observatory. One reading of many; the publication date is distinct from the observed window shown above.Published 2026-09-12 · Governed capture ID · pr_1788682085117_tupo5n
Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims.
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Submit a statement → right-of-reply@theobservatory.ioHow we read this
Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims.
Method & SourceContinue the reading
The Premium Education France / Paris room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, Aug 31 – Sep 6, 2026, Premium Education France / Paris is also read in the AI Overview Ranking — Top 10 table, the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis.
The Boston / New York reading and Dubai Abu Dhabi reading examine the same AI Citation Ranking — Top 5 for Aug 31 – Sep 6, 2026; compare the stated reading bases before drawing a cross-market conclusion.
