— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education, Singapore?
youtube.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window from June 29 – July 5, 2026, recording 16.96% of all AI answer openings observed over the period.
Follow
Follow The Observatory
- Market
- Premium Education
- Location
- Singapore
- Observed period
- Jun 29 – Jul 5, 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, no single source commands the AI opening slot — the top-10 panel is fragmented across the 7-run window.”
Quick answer
youtube.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window from June 29 – July 5, 2026, recording 16.96% of all AI answer openings observed over the period.
Key reading
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 2026
youtube.com leads the period-wide AI opening-control ranking at 16.96%, but the top 3 actors together hold less than the remaining 7 combined — a dispersed surface where cumulative opening volume is spread across the governed top-10 panel. Australian International School Singapore sits in the second position at 10.73%, 6.23 percentage points behind youtube.com on AI opening share on this market. The 9 sources behind youtube.com range from 10.73% down to 3.46%, and no single actor commands a decisive share of the observed opening surface across the 7 comparable scheduled runs. The panel mixes platforms — youtube.com and reddit.com — with focused education domains and advisory sources, producing a multi-actor landscape where the primacy slot is contested rather than settled.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 16.96% AI opening share | opening in 7/7 runs |
| Australian International School Singapore | #2 | 10.73% AI opening share | opening in 7/7 runs |
| goodschoolsguide.co.uk | #3 | 7.27% AI opening share | opening in 5/7 runs |
| Stamford American International School (SAIS) | #4 | 6.92% AI opening share | opening in 7/7 runs |
| whichschooladvisor.com | #5 | 6.92% AI opening share | opening in 7/7 runs |
| reddit.com | #6 | 6.57% AI opening share | opening in 7/7 runs |
| skoolopedia.com | #7 | 6.57% AI opening share | opening in 7/7 runs |
| theinternationalschools.com | #8 | 5.19% AI opening share | opening in 7/7 runs |
| Nanyang Technological University (NTU) | #9 | 5.19% AI opening share | opening in 6/7 runs |
| owis.org | #10 | 3.46% AI opening share | opening in 6/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 2026
youtube.com holds the strongest AI opening share on this market in this card scope, at 16.96%. As a general-purpose platform, it opened AI answers on 7 of 7 comparable runs, accumulating the highest opening volume on the period-wide panel.
Australian International School Singapore
Australian International School Singapore records 10.73% AI opening share on this market and sits 6.23 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, placing it as the highest-ranked focused source on this opening-control rail over the period.
goodschoolsguide.co.uk records 7.27% AI opening share on this market, sitting 9.69 percentage points behind youtube.com. It opened AI answers on 5 of 7 comparable runs — one of the three actors on the panel with fewer than full-window presence.
Stamford American International School (SAIS)
Stamford American International School (SAIS) records 6.92% AI opening share on this market and sits 10.03 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, placing it in the mid-panel cluster of focused sources.
whichschooladvisor.com records 6.92% AI opening share on this market, matching Stamford American International School (SAIS) on the primary metric. It opened AI answers on 7 of 7 comparable runs, occupying a position on the AI Overview opening-control panel for this market.
reddit.com records 6.57% AI opening share on this market as a user-generated / discussion platform. It sits 10.38 percentage points behind youtube.com and opened AI answers on 7 of 7 comparable runs — the second platform on this panel alongside youtube.com.
skoolopedia.com records 6.57% AI opening share on this market, matching reddit.com on the primary metric. It opened AI answers on 7 of 7 comparable runs, appearing as a focused source on the opening-control rail across the full window.
theinternationalschools.com records 5.19% AI opening share on this market and sits 11.76 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, occupying the lower portion of the governed panel.
Nanyang Technological University (NTU)
Nanyang Technological University (NTU) records 5.19% AI opening share on this market and sits 11.76 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs — one of the three actors on the panel without full-window presence.
owis.org records 3.46% AI opening share on this market, the lowest on the governed top-10 panel. It sits 13.49 percentage points behind youtube.com and opened AI answers on 6 of 7 comparable runs.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 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 2 actors together hold less than the remaining 8 combined, and the top 3 actors together hold less than the remaining 7 combined — the surface resists top-heavy consolidation. Two platforms (youtube.com and reddit.com) sit alongside focused education domains and advisory sources, producing a mixed-composition panel. The spread between the rank-1 and rank-10 actors is 13.49 percentage points, but the mid-panel cluster from rank 3 to rank 7 is compressed, with four actors recording between 6.57% and 7.27%. 7 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 3 opened AI answers in fewer runs.
Why this reading matters
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 2026
youtube.com's rank-1 position on this opening-control rail is structurally notable: a general-purpose platform accumulates the highest opening volume on a market where the remaining nine actors are all focused education domains or advisory sources. The AI Overview surface on Premium Education Singapore reaches for a platform first — not for a school, a university, or a specialist guide — when opening its answers across the 7-run window.
Market implication
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 2026
The fragmented shape of this opening-control rail signals that no single source has secured a commanding share of the AI primacy slot on the Premium Education Singapore surface across the 7-run window. The top 3 actors together hold less than the remaining 7 combined, which means the opening surface is a multi-actor landscape where no single actor commands a decisive share. For any institution monitoring its AI visibility on this market, the observation reframes the question: the contest is not about displacing one entrenched source but about accumulating opening volume on a surface where the primacy slot is distributed across platforms and focused domains alike.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
Use this observation
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 Overview · Google · Desktop
- Observed:
- Jun 29 – Jul 5, 2026
- Published:
- July 7, 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
Cite this
Copy parts
The complete citation record · revision 6c86b091de4a344b
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-june-29-to-july-5-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Jun 29 – Jul 5, 2026 (2026-06-29/2026-07-05) Published: July 7, 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-june-29-to-july-5-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-june-29-to-july-5-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window from June 29 – July 5, 2026, recording 16.96% of all AI answer openings observed over the period. Key facts: • youtube.com: 17% AI opening share · opening in 7/7 runs • Australian International School Singapore: 11% AI opening share · opening in 7/7 runs • goodschoolsguide.co.uk: 7% AI opening share · opening in 5/7 runs Published table — AIO opening control — top 10 (Jun 29 – Jul 5, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 16.96% AI opening share · opening in 7/7 runs — #1 2. Australian International School Singapore — 10.73% AI opening share · opening in 7/7 runs — #2 3. goodschoolsguide.co.uk — 7.27% AI opening share · opening in 5/7 runs — #3 4. Stamford American International School (SAIS) — 6.92% AI opening share · opening in 7/7 runs — #4 5. whichschooladvisor.com — 6.92% AI opening share · opening in 7/7 runs — #5 6. reddit.com — 6.57% AI opening share · opening in 7/7 runs — #6 7. skoolopedia.com — 6.57% AI opening share · opening in 7/7 runs — #7 8. theinternationalschools.com — 5.19% AI opening share · opening in 7/7 runs — #8 9. Nanyang Technological University (NTU) — 5.19% AI opening share · opening in 6/7 runs — #9 10. owis.org — 3.46% AI opening share · opening in 6/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Premium Education Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period from June 29 – July 5, 2026. The governed top-10 panel was derived from 105 observed queries. Per-actor AI opening share values represent the sum of each actor's opening counts across all 7 comparable runs, divided by one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. The primary metric is AI opening share on this market. 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, July 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI Overview · Google · Desktop · Jun 29 – Jul 5, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791392839630_q31c3g. 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 (July 7, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-june-29-to-july-5-2026 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: 6c86b091de4a344b
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 · Jun 29 – Jul 5, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791392839630_q31c3g. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share on this market' measure?
- It measures how often a given source is cited at the very opening of an AI Overview answer — the first source AI reaches for when answering a query. This is distinct from general citation share, which counts all citations regardless of position within the AI answer.
- Does this card prove a longer-term trend in AI opening behavior?
- No. This observation covers 7 comparable scheduled runs in an observation period from June 29 – July 5, 2026. It does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates, and future windows may produce different results.
- Why does a platform like youtube.com lead the opening-control rail on an education market?
- This card observes which sources AI reaches for first — it does not measure business-market position, brand strength, or educational quality. youtube.com accumulated the highest cumulative opening volume across the 105 observed queries over the 7-run window. The metric captures AI surface behavior, not the underlying education market.
Scope and limitations
Premium Education · Singapore · AI Overview · Jun 29 – Jul 5, 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, July 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 across 7 comparable scheduled runs in the observation period from June 29 – July 5, 2026. The governed top-10 panel was derived from 105 observed queries. Per-actor AI opening share values represent the sum of each actor's opening counts across all 7 comparable runs, divided by one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. The primary metric is AI opening 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 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 2026-07-07 · Governed capture ID · pr_1791392839630_q31c3g
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.
Right of replyNamed in this reading? Submit a correction or a response.
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 Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, Jun 29 – Jul 5, 2026, Premium Education Singapore is also read in the AI Citation Ranking — Top 5 table, the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis.
The Boston / New York reading and London reading examine the same AI Overview Ranking — Top 10 for Jun 29 – Jul 5, 2026; compare the stated reading bases before drawing a cross-market conclusion.
