— 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 13.65%, accumulated across 7 comparable scheduled runs in the observation period August 17–23, 2026.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- August 17–23, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 5 · AI citation
“No single source commands AI Overview citations on Premium Education Singapore — the top-5 panel is open and contested.”
Quick answer
skoolopedia.com follows closely at 12.85%, with the remaining three actors clustered between 8.93% and 6.83%.
Key reading
Premium Education · Singapore · AI citation · August 17–23, 2026
The AI Overview citation rail for Premium Education Singapore is unconsolidated across the 7-run window. youtube.com holds the rank-1 position in the period-wide ranking at 13.65%, but skoolopedia.com sits only 0.80 percentage points behind it — a gap narrow enough that the lead is structurally thin. The 4 sources behind youtube.com range from 12.85% down to 6.83%, and the top 2 actors together hold more than the remaining 3 combined. The panel mixes general-purpose platforms with focused sources, yet none has accumulated enough citation volume to separate decisively from the field across this window.
Core metric
Citation share — top 5 · Premium Education · Singapore · AI citation · August 17–23, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 13.65% AI citation share | cited in 7/7 runs |
| skoolopedia.com | #2 | 12.85% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 8.93% AI citation share | cited in 7/7 runs |
| Stamford American International School (SAIS) | #4 | 7.19% AI citation share | cited in 7/7 runs |
| owis.org | #5 | 6.83% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI citation · August 17–23, 2026
youtube.com holds the strongest AI citation share on this market at 13.65%, accumulated across the 7-run window. As a general-purpose platform, it occupies the rank-1 position in the period-wide citation ranking — yet its lead over the next actor is only 0.80 percentage points, leaving its position exposed rather than commanding.
skoolopedia.com records 12.85% AI citation share on this market and sits 0.80 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, this focused source is the closest challenger to the panel lead — a gap so slim it underscores how open the citation surface remains.
reddit.com records 8.93% AI citation share on this market, sitting 4.72 percentage points behind youtube.com. As a discussion platform cited in 7 of 7 comparable runs, it occupies a distinct mid-panel position — well behind the top two yet clearly separated from the bottom pair.
Stamford American International School (SAIS)
Stamford American International School (SAIS) records 7.19% AI citation share on this market and sits 6.46 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is a focused source that appears consistently on the AI Overview citation rail despite holding a lower share.
owis.org records 6.83% AI citation share on this market, the lowest on the governed top-5 panel, and sits 6.83 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it anchors the bottom of the panel while maintaining unbroken citation presence across the window.
Pattern on the observed surface
Premium Education · Singapore · AI citation · August 17–23, 2026
The panel shape is distributed rather than concentrated
The panel shape is distributed rather than concentrated. The spread between the rank-1 and rank-5 actors is 6.83 percentage points — modest for a five-actor panel. Two general-purpose platforms (youtube.com and reddit.com) share the surface with three focused sources (skoolopedia.com, Stamford American International School (SAIS), owis.org), producing a mixed-type composition. The top 3 actors together hold more than the remaining 2 combined, but no single actor has pulled away from the field. All 5 actors on the panel were cited in all 7 comparable runs.
Why this reading matters
Premium Education · Singapore · AI citation · August 17–23, 2026
youtube.com, a general-purpose platform, holds the rank-1 position by cumulative AI citation volume over the period — yet the two focused education-oriented sources on the panel (skoolopedia.com and Stamford American International School (SAIS)) together account for a combined presence that frames the citation surface as one where specialist content competes directly alongside platform content for AI Overview visibility in Singapore.
Market implication
Premium Education · Singapore · AI citation · August 17–23, 2026
The AI Overview citation rail for Premium Education Singapore is active but unconsolidated across the 7-run window. No single actor controls the citation narrative on this surface, and the narrow gap at the top suggests that citation share on this market remains contestable. For any institution or domain monitoring its AI Overview visibility in Singapore's premium education space, this observation signals a surface where incremental shifts in citation volume could rearrange the panel order.
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Observatory Reading — Citable Proof Capsule
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Use this citation capsule instead of copy-pasting fragments. It keeps the scope, capture identifiers, attribution and canonical source attached, so the observation can travel without losing context.
- Scope:
- Premium Education · Singapore
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 17–23, 2026
- Published:
- August 29, 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 2cc60cf6aebd0ede
Who does AI cite most for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-17-23-2026 Scope: Premium Education · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 17–23, 2026 (2026-08-17/2026-08-23) Published: August 29, 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-august-17-23-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-17-23-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Premium Education Singapore panel at 13.65%, accumulated across 7 comparable scheduled runs in the observation period August 17–23, 2026. Key facts: • youtube.com: 14% AI citation share · cited in 7/7 runs • skoolopedia.com: 13% AI citation share · cited in 7/7 runs • reddit.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 17–23, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 13.65% AI citation share · cited in 7/7 runs — #1 2. skoolopedia.com — 12.85% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 8.93% AI citation share · cited in 7/7 runs — #3 4. Stamford American International School (SAIS) — 7.19% AI citation share · cited in 7/7 runs — #4 5. owis.org — 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 August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The observation is aggregated from 105 observed queries per run. 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 Singapore, August 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI citation · Google · Desktop · August 17–23, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787894517594_nqm24t. 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 (August 29, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-17-23-2026 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: 2cc60cf6aebd0ede
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 · August 17–23, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787894517594_nqm24t. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI citation share on this market' measure?
- It measures how often a 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 answers, nor does it reflect organic search ranking.
- Can this card prove a longer-term trend in AI citation behavior?
- No. This card observes a 7-run window from August 17–23, 2026. AI Overview content varies by query, model, and date. The observation captures a specific period, not a trajectory.
- Why do platforms like youtube.com and reddit.com appear on a premium education panel?
- AI Overviews cite sources based on the content they surface for each query, not on the domain's primary business. Platforms hosting education-related content can accumulate citation share alongside focused education domains.
Scope and limitations
Premium Education · Singapore · AI citation · August 17–23, 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, August 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 August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The observation is aggregated from 105 observed queries per run. 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 17–23, 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 2026-08-29 · Governed capture ID · pr_1787894517594_nqm24t
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, August 17–23, 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 August 17–23, 2026; compare the stated reading bases before drawing a cross-market conclusion.
