— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education, Singapore?
Across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026, skoolopedia.com holds the strongest AI opening share on the Premium Education Singapore market at 12.47%.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- Jul 27 – Aug 2, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 10 · AI Overview
“On Singapore's premium education surface, AI reaches for skoolopedia.com first — but the top-10 panel is tightly contested.”
Quick answer
Stamford American International School (SAIS) and youtube.com each record 9.61%, sharing the second-highest value on the panel.
Key reading
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
skoolopedia.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education Singapore in the period-wide ranking, at 12.47% of all AI answer openings observed across the 7-run window July 27 – August 2, 2026. The surface is fully fragmented: the 9 sources behind skoolopedia.com range from 9.61% down to 4.68%, and the top 3 actors together hold less than the remaining 7 combined. Two general-purpose platforms — youtube.com and reddit.com — occupy positions on a panel otherwise composed of focused sources and niche domains. The spread between rank 1 and rank 10 is 7.79 percentage points, a narrow corridor that leaves no actor with a commanding share of AI openings on this market over the observed period.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| skoolopedia.com | #1 | 12.47% AI opening share | opening in 7/7 runs |
| Stamford American International School (SAIS) | #2 | 9.61% AI opening share | opening in 7/7 runs |
| youtube.com | #3 | 9.61% AI opening share | opening in 7/7 runs |
| reddit.com | #4 | 8.31% AI opening share | opening in 7/7 runs |
| Nanyang Technological University (NTU) | #5 | 7.79% AI opening share | opening in 6/7 runs |
| theinternationalschools.com | #6 | 7.27% AI opening share | opening in 7/7 runs |
| goodschoolsguide.co.uk | #7 | 7.01% AI opening share | opening in 7/7 runs |
| Australian International School Singapore | #8 | 6.49% AI opening share | opening in 7/7 runs |
| whichschooladvisor.com | #9 | 5.45% AI opening share | opening in 7/7 runs |
| owis.org | #10 | 4.68% AI opening share | opening in 7/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
skoolopedia.com holds the strongest AI opening share on this market in the period-wide ranking, at 12.47%. It opened AI answers on 7 of 7 comparable runs, and is one of 9 actors on the panel to do so.
Stamford American International School (SAIS)
Stamford American International School (SAIS) records 9.61% AI opening share on this market, sitting 2.86 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs.
youtube.com records 9.61% AI opening share on this market — the same displayed value as Stamford American International School (SAIS). As a general-purpose platform, its presence on a panel otherwise populated by focused sources signals that AI reaches beyond specialist domains when opening answers on Singapore education queries. It opened AI answers on 7 of 7 comparable runs.
reddit.com records 8.31% AI opening share on this market and sits 4.16 percentage points behind skoolopedia.com. A user-generated discussion platform, it is the second platform on the governed top-10 panel. It opened AI answers on 7 of 7 comparable runs.
Nanyang Technological University (NTU)
Nanyang Technological University (NTU) records 7.79% AI opening share on this market, sitting 4.68 percentage points behind skoolopedia.com. It opened AI answers on 6 of 7 comparable runs — the only actor on the panel that did not appear in every run.
theinternationalschools.com records 7.27% AI opening share on this market and sits 5.19 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs.
goodschoolsguide.co.uk records 7.01% AI opening share on this market. A .co.uk domain appearing on a Singapore-focused surface, it sits 5.45 percentage points behind skoolopedia.com and opened AI answers on 7 of 7 comparable runs.
Australian International School Singapore
Australian International School Singapore records 6.49% AI opening share on this market, sitting 5.97 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs.
whichschooladvisor.com records 5.45% AI opening share on this market and sits 7.01 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs.
owis.org records 4.68% AI opening share on this market — the lowest value on the governed top-10 panel. It sits 7.79 percentage points behind skoolopedia.com and opened AI answers on 7 of 7 comparable runs.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
The opening-control rail for Premium Education Singapore is
The opening-control rail for Premium Education Singapore is dispersed rather than concentrated. The top 3 actors together hold less than the remaining 7 combined, and the top 2 actors together hold less than the remaining 8 combined. The panel mixes niche domains and focused sources with two general-purpose platforms — youtube.com and reddit.com — which together occupy mid-panel positions. 9 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 1 opened AI answers in fewer runs. The surface reads as a wide, competitive field with no single actor commanding a decisive share of AI openings over the period.
Why this reading matters
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
skoolopedia.com holds the rank-1 position on this AI opening-control rail, yet the governed panel includes goodschoolsguide.co.uk — a .co.uk domain surfacing on a Singapore-located observation. AI Overview opening behavior on this market draws from sources beyond Singapore-registered domains, a structural feature worth monitoring in future windows.
Market implication
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026
The fully fragmented shape of this opening-control surface signals that no single source has consolidated the AI primacy slot on Premium Education Singapore across the 7-run window. The spread of 7.79 percentage points between rank 1 and rank 10 is narrow enough that small shifts in AI opening behavior could reorder the panel. For any actor monitoring its visibility on this surface, the observation reframes the question: the contest is not who leads, but whether any source can separate from a tightly packed field.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI Overview · Google · Desktop
- Observed:
- Jul 27 – Aug 2, 2026
- Published:
- August 4, 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 5e87e051e879a21f
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-july-27-to-august-2-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Jul 27 – Aug 2, 2026 (2026-07-27/2026-08-02) Published: August 4, 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-ai-overview-control-july-27-to-august-2-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-july-27-to-august-2-2026/citation.txt Reuse terms: https://theobservatory.io/terms Across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026, skoolopedia.com holds the strongest AI opening share on the Premium Education Singapore market at 12.47%. Key facts: • skoolopedia.com: 12% AI opening share · opening in 7/7 runs • Stamford American International School (SAIS): 10% AI opening share · opening in 7/7 runs • youtube.com: 10% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Jul 27 – Aug 2, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. skoolopedia.com — 12.47% AI opening share · opening in 7/7 runs — #1 2. Stamford American International School (SAIS) — 9.61% AI opening share · opening in 7/7 runs — #2 3. youtube.com — 9.61% AI opening share · opening in 7/7 runs — #3 4. reddit.com — 8.31% AI opening share · opening in 7/7 runs — #4 5. Nanyang Technological University (NTU) — 7.79% AI opening share · opening in 6/7 runs — #5 6. theinternationalschools.com — 7.27% AI opening share · opening in 7/7 runs — #6 7. goodschoolsguide.co.uk — 7.01% AI opening share · opening in 7/7 runs — #7 8. Australian International School Singapore — 6.49% AI opening share · opening in 7/7 runs — #8 9. whichschooladvisor.com — 5.45% AI opening share · opening in 7/7 runs — #9 10. owis.org — 4.68% AI opening share · opening in 7/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Premium Education Singapore in Singapore on Google desktop, aggregated from 105 observed queries across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026. The governed top-10 panel is ranked by cumulative AI opening volume over the period, with each actor's share calculated against one single period-wide denominator. The primary metric is AI opening share on this market. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. Limitations and non-claims: — Observes the observed AI answer 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 Overview · Google · Desktop · Jul 27 – Aug 2, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791410192384_2zs9fk. 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 4, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-july-27-to-august-2-2026 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: 5e87e051e879a21f
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 Overview · Google · Desktop · Jul 27 – Aug 2, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791410192384_2zs9fk. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share measures how often a given source is cited at the opening of AI Overview answers across the observed query set. It captures which source AI reaches for first when constructing an answer — the primacy slot — not general citation frequency or organic search ranking.
- Does this card prove a longer-term trend in AI opening behavior?
- This observation does not establish a longer-term trend. It aggregates 7 comparable scheduled runs in an observation period from July 27 – August 2, 2026. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why do Stamford American International School (SAIS) and youtube.com show the same AI opening share but different ranks?
- Both actors record 9.61% AI opening share on this market — they are tied on the metric. The governed panel applies a deterministic tie-break to assign distinct rank positions, so Stamford American International School (SAIS) appears at rank 2 and youtube.com at rank 3. Neither leads the other on the metric itself.
Scope and limitations
Premium Education · Singapore · AI Overview · Jul 27 – Aug 2, 2026 · what this card does not claim
- Observes the observed AI answer 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 opening-control rail for Premium Education Singapore in Singapore on Google desktop, aggregated from 105 observed queries across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026. The governed top-10 panel is ranked by cumulative AI opening volume over the period, with each actor's share calculated against one single period-wide denominator. The primary metric is AI opening share on this market. AI Overview opening-control 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 in an observation period. AI Overview opening-control evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about general citation share 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 2026-08-04 · Governed capture ID · pr_1791410192384_2zs9fk
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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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 Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, Jul 27 – Aug 2, 2026, Premium Education Singapore is also read in the AI Citation Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis. A further Organic Ranking — Top 5 table for Premium Education Singapore provides additional context; it records October 5–11, 2026.
The Dubai Abu Dhabi reading and Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for Jul 27 – Aug 2, 2026; compare the stated reading bases before drawing a cross-market conclusion.
