— Ranking Top 5 · AI citation —
Who does AI cite most for Premium Education, Singapore?
youtube.com holds the strongest AI citation share on the Premium Education Singapore panel at 14.76%, observed across 7 comparable scheduled runs from September 7–13, 2026.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- September 7–13, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 5-actor panel
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 5 · AI citation
“A video platform edges out focused education sources for AI citation visibility in Premium Education Singapore.”
Quick answer
skoolopedia.com follows closely at 13.65%, with the remaining top-5 actors trailing further behind.
Key reading
Premium Education · Singapore · AI citation · September 7–13, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking for Premium Education Singapore, accumulating 14.76% of all AI citations observed across the 7-run window from September 7–13, 2026. skoolopedia.com sits 1.11 percentage points behind youtube.com on AI citation share on this market, making the gap between the top two actors narrow. Below them, the panel disperses: the 4 sources behind youtube.com range from 13.65% down to 6.83%. The top 2 actors together hold more than the remaining 3 combined. All 5 actors on the panel were cited in all 7 comparable runs, meaning every actor on this governed top-5 panel carried citation signal across the full window.
Core metric
Citation share — top 5 · Premium Education · Singapore · AI citation · September 7–13, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 14.76% AI citation share | cited in 7/7 runs |
| skoolopedia.com | #2 | 13.65% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 8.00% AI citation share | cited in 7/7 runs |
| owis.org | #4 | 7.28% AI citation share | cited in 7/7 runs |
| theinternationalschools.com | #5 | 6.83% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI citation · September 7–13, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 14.76%. As a general-purpose platform, it accumulated more AI Overview citation volume than any focused education source on this panel across the 7-run window — cited in 7 of 7 comparable runs.
skoolopedia.com records 13.65% AI citation share on this market, sitting 1.11 percentage points behind youtube.com on AI citation share on this market. That narrow gap makes it the closest contender to the panel lead across the September 7–13, 2026 window — cited in 7 of 7 comparable runs.
reddit.com records 8.00% AI citation share on this market and sits 6.76 percentage points behind youtube.com on AI citation share on this market. A discussion platform rather than a specialist education source, it occupies the middle of this governed top-5 panel — cited in 7 of 7 comparable runs.
owis.org records 7.28% AI citation share on this market, sitting 7.48 percentage points behind youtube.com on AI citation share on this market. A focused source on the AI Overview citation surface, it carried signal in 7 of 7 comparable runs across the window.
theinternationalschools.com records 6.83% AI citation share on this market, the lowest on the governed top-5 panel. It sits 7.93 percentage points behind youtube.com on AI citation share on this market — yet was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Premium Education · Singapore · AI citation · September 7–13, 2026
The AI Overview citation surface for Premium Education Singa
The AI Overview citation surface for Premium Education Singapore is top-heavy but not dominated by a single source. The top 2 actors together hold more than the remaining 3 combined, yet the gap between rank 1 and rank 2 is only 1.11 percentage points — a contested lead. Below the top pair, the panel drops sharply: the 4 sources behind youtube.com sit between 1.11 and 7.93 percentage points behind it. The mix is notable: two general-purpose platforms share the panel with three focused or niche domains, and the spread from top to bottom spans 7.93 percentage points.
Why this reading matters
Premium Education · Singapore · AI citation · September 7–13, 2026
youtube.com, a general-purpose platform, holds the rank-1 position on the period-wide AI Overview citation ranking for this market — ahead of every focused education domain on the panel. When AI Overviews answer premium-education queries in Singapore, the most-cited source across this window is a video platform, not a specialist school directory or institution site.
Market implication
Premium Education · Singapore · AI citation · September 7–13, 2026
The observation signals that AI Overview citations on Premium Education Singapore are not concentrated around a single authoritative education source. A general-purpose platform leads, and focused education domains split the remaining citation volume across a narrow band. For any operator monitoring AI citation visibility on this surface, the reading suggests that no single education-focused domain has separated itself as the primary reference for AI Overviews across this window.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI citation · Google · Desktop
- Observed:
- September 7–13, 2026
- Published:
- September 19, 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 f8f1a646c4f1b86a
Who does AI cite most for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-7-13-2026 Scope: Premium Education · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: September 7–13, 2026 (2026-09-07/2026-09-13) Published: September 19, 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-singapore-most-cited-by-ai-september-7-13-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-7-13-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Premium Education Singapore panel at 14.76%, observed across 7 comparable scheduled runs from September 7–13, 2026. Key facts: • youtube.com: 15% AI citation share · cited in 7/7 runs • skoolopedia.com: 14% AI citation share · cited in 7/7 runs • reddit.com: 8% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (September 7–13, 2026 · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 14.76% AI citation share · cited in 7/7 runs — #1 2. skoolopedia.com — 13.65% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 8.00% AI citation share · cited in 7/7 runs — #3 4. owis.org — 7.28% AI citation share · cited in 7/7 runs — #4 5. theinternationalschools.com — 6.83% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Premium Education Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period September 7–13, 2026. AI Overview citation evidence was available on 7 of 7 runs. The governed top-5 panel is ranked by cumulative AI citation volume over the period, with per-actor shares computed on one single period-wide denominator. The observation covers 105 queries. The primary metric is AI citation share on this market. 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 Singapore, September 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI citation · Google · Desktop · September 7–13, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1789264202101_33whoq. 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 19, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-7-13-2026 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: f8f1a646c4f1b86a
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 · Singapore · AI citation · Google · Desktop · September 7–13, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1789264202101_33whoq. 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 those AI Overview answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term trend in AI citation behavior?
- No. This card observes an observation period of 7 comparable scheduled runs from September 7–13, 2026. AI Overview content varies by query, model, and date. The period aggregate widens the evidence base beyond a single run but does not establish a multi-month trend.
- Why does a video platform lead the AI Overview citation panel for an education market?
- The card observes which domains AI Overviews cite — it does not explain why. youtube.com accumulated the highest cumulative citation volume across the 7-run window. The card does not claim this reflects business-market leadership or editorial authority beyond the AI Overview citation surface.
Scope and limitations
Premium Education · Singapore · AI citation · September 7–13, 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 Singapore, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Premium Education Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period September 7–13, 2026. AI Overview citation evidence was available on 7 of 7 runs. The governed top-5 panel is ranked by cumulative AI citation volume over the period, with per-actor shares computed on one single period-wide denominator. The observation covers 105 queries. The primary metric is AI citation share on this market.
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, September 7–13, 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 2026-09-19 · Governed capture ID · pr_1789264202101_33whoq
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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Send the reading link and your proposed correction or statement to right-of-reply@theobservatory.io. We review attribution, relevance and legal concerns before publication. Our correction and reply process explains what happens next.
Governed measurements and verbatim quotations from observed AI models are distinct from The Observatory’s editorial interpretations. Original model statements are preserved as observed, including any inaccuracies they may contain. Learn more about our verification and editorial standards
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 Singapore room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, September 7–13, 2026, Premium Education Singapore 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 September 7–13, 2026; compare the stated reading bases before drawing a cross-market conclusion.
