— 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 market across the 7-run window (August 24–30, 2026), recording 12.53%.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- August 24–30, 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
“On Premium Education Singapore, AI Overview citations scatter across platforms and niche domains with no actor pulling away.”
Quick answer
skoolopedia.com sits just 0.08 percentage points behind at 12.45%, making the top-5 panel one of the tightest observed on this surface.
Key reading
Premium Education · Singapore · AI citation · August 24–30, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 12.53%, but skoolopedia.com sits 0.08 percentage points behind it — a gap so narrow it carries no practical separation. reddit.com records 9.86%, sitting 2.67 percentage points behind youtube.com, while owis.org and theinternationalschools.com close the panel at 6.85% and 6.68% respectively. The surface is fragmented: the top 2 actors together hold more than the remaining 3 combined, yet even that concentration is modest — 24.98 percentage points versus 23.39 percentage points. AI Overview citation evidence was available on 6 of 7 runs in the comparable window; one run on August 27, 2026 returned no AI Overview source competitors, and all aggregated values reflect the 6 runs with available evidence.
Core metric
Citation share — top 5 · Premium Education · Singapore · AI citation · August 24–30, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 12.53% AI citation share | cited in 6/7 runs |
| skoolopedia.com | #2 | 12.45% AI citation share | cited in 6/7 runs |
| reddit.com | #3 | 9.86% AI citation share | cited in 6/7 runs |
| owis.org | #4 | 6.85% AI citation share | cited in 6/7 runs |
| theinternationalschools.com | #5 | 6.68% AI citation share | cited in 6/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI citation · August 24–30, 2026
youtube.com holds the strongest AI citation share on this market at 12.53% across the period, a position earned as a general-purpose platform rather than a specialist operator. It was cited in 6 of 7 comparable runs, matching every other actor on the panel in presence frequency.
skoolopedia.com records 12.45% AI citation share on this market, sitting 0.08 percentage points behind youtube.com — a gap that amounts to a statistical whisper. Cited in 6 of 7 comparable runs, this niche domain occupies a position on the AI Overview citation panel that is functionally level with the rank-1 actor.
reddit.com records 9.86% AI citation share on this market and sits 2.67 percentage points behind youtube.com. As a user-generated discussion platform cited in 6 of 7 comparable runs, it holds the middle position on a panel where the distance from rank 1 to rank 3 remains compact.
owis.org records 6.85% AI citation share on this market, sitting 5.68 percentage points behind youtube.com. Cited in 6 of 7 comparable runs, this focused source occupies the lower tier of the panel but remains within the governed top-5 across the full window.
theinternationalschools.com records 6.68% AI citation share on this market, the lowest value on the governed panel, and sits 5.85 percentage points behind youtube.com. It was cited in 6 of 7 comparable runs, matching every other actor on presence frequency.
Pattern on the observed surface
Premium Education · Singapore · AI citation · August 24–30, 2026
The panel splits into two visible tiers
The panel splits into two visible tiers: a near-tied pair at the top (youtube.com and skoolopedia.com) and a trailing group that ranges from 12.45% down to 6.68%. The 4 sources behind youtube.com sit between 0.08 and 5.85 percentage points behind it. The mix of actor types is notable — two general-purpose platforms (youtube.com and reddit.com) share the surface with three niche or focused domains, and no single category of source commands the AI Overview citation rail. None of the 5 actors on the panel were cited in all 7 comparable runs, reinforcing the dispersed character of this surface.
Why this reading matters
Premium Education · Singapore · AI citation · August 24–30, 2026
youtube.com holds the rank-1 position on this AI Overview citation surface, yet its lead over skoolopedia.com is 0.08 percentage points — a separation so thin that the surface effectively has two co-equal citation anchors drawn from entirely different source types: a general-purpose platform and a niche domain.
Market implication
Premium Education · Singapore · AI citation · August 24–30, 2026
The AI Overview citation rail for Premium Education Singapore is fragmented across the observed window. The top 2 actors together hold more than the remaining 3 combined, but even that concentration is narrow. For any actor monitoring AI citation visibility on this market, the observation signals a surface where cumulative citation volume is spread thinly and where no single source has separated itself from the field across the 7-run window.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 24–30, 2026
- Published:
- September 5, 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 8330d79463df6e74
Who does AI cite most for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-24-30-2026 Scope: Premium Education · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 24–30, 2026 (2026-08-24/2026-08-30) Published: September 5, 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-24-30-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-24-30-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Premium Education Singapore market across the 7-run window (August 24–30, 2026), recording 12.53%. Key facts: • youtube.com: 13% AI citation share · cited in 6/7 runs • skoolopedia.com: 12% AI citation share · cited in 6/7 runs • reddit.com: 10% AI citation share · cited in 6/7 runs Published table — Citation share — top 5 (August 24–30, 2026 · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 12.53% AI citation share · cited in 6/7 runs — #1 2. skoolopedia.com — 12.45% AI citation share · cited in 6/7 runs — #2 3. reddit.com — 9.86% AI citation share · cited in 6/7 runs — #3 4. owis.org — 6.85% AI citation share · cited in 6/7 runs — #4 5. theinternationalschools.com — 6.68% AI citation share · cited in 6/7 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 6 of 7 runs; one run on August 27, 2026 returned no AI Overview source competitors. Aggregated values reflect the 6 runs with available evidence. The primary metric is AI citation share on this market, observed across 105 queries. 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 24–30, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788054612872_fhphk0. 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 5, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-august-24-30-2026 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: 8330d79463df6e74
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 24–30, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788054612872_fhphk0. 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 answers, nor does it reflect organic search ranking.
- Why was AI Overview citation evidence missing on one run?
- On August 27, 2026, the scheduled run returned no AI Overview source competitors — meaning the AI Overview surface either did not appear or appeared without source citations. All aggregated values on this card reflect the 6 runs with available AI Overview citation evidence.
- Can this card prove a longer-term trend?
- No. This card observes a 7-run window from August 24–30, 2026. AI Overview content varies by query, model, and date. The period aggregation widens the evidence base beyond a single run but does not establish a multi-month trajectory.
Scope and limitations
Premium Education · Singapore · AI citation · August 24–30, 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 6 of 7 runs; one run on August 27, 2026 returned no AI Overview source competitors. Aggregated values reflect the 6 runs with available evidence. The primary metric is AI citation share on this market, observed across 105 queries.
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 24–30, 2026). AI Overview citation evidence was available on 6 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 2026-09-05 · Governed capture ID · pr_1788054612872_fhphk0
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 24–30, 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 24–30, 2026; compare the stated reading bases before drawing a cross-market conclusion.
