— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education, Singapore?
facebook.com holds the strongest AI opening share on the Premium Education Singapore market at 20.82%, observed across 7 comparable scheduled runs from November 2–8, 2026.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- November 2–8, 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
“A social platform — not an education domain — opens the most AI answers for Premium Education Singapore.”
Quick answer
facebook.com holds the strongest AI opening share on the Premium Education Singapore market at 20.82%, observed across 7 comparable scheduled runs from November 2–8, 2026.
Key reading
Premium Education · Singapore · AI Overview · November 2–8, 2026
facebook.com accumulated the highest opening volume across the 7-run window, recording 20.82% AI opening share on this market. The top 3 actors together hold more than the remaining 7 combined, and the rank-1 position belongs to a social platform. Two education-focused domains — skoolopedia.com at 9.97% and whichschooladvisor.com at 9.38% — sit in the middle of the governed panel, each present in all 7 comparable runs but each sitting more than 10 percentage points behind facebook.com. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · November 2–8, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| facebook.com | #1 | 20.82% AI opening share | opening in 7/7 runs |
| youtube.com | #2 | 12.02% AI opening share | opening in 7/7 runs |
| skoolopedia.com | #3 | 9.97% AI opening share | opening in 7/7 runs |
| whichschooladvisor.com | #4 | 9.38% AI opening share | opening in 7/7 runs |
| instagram.com | #5 | 8.21% AI opening share | opening in 7/7 runs |
| blog.doris.school | #6 | 4.69% AI opening share | opening in 5/7 runs |
| tutopiya.com | #7 | 4.11% AI opening share | opening in 6/7 runs |
| theinternationalschools.com | #8 | 3.81% AI opening share | opening in 5/7 runs |
| en.wikipedia.org | #9 | 2.93% AI opening share | opening in 5/7 runs |
| doris.school | #10 | 2.35% AI opening share | opening in 4/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · November 2–8, 2026
Reading note · AI-assisted commentary
The AI-generated explanation is provided as an additional reading aid, not as the primary evidence. It may contain errors or imperfect interpretations; we continuously work to identify and correct them and improve the quality of these explanations. See methodology.
facebook.com holds the strongest AI opening share on this market in this card scope, at 20.82%. It opened AI answers on 7 of 7 comparable runs — a social platform at the top of an education-market opening-control rail on the period aggregate.
youtube.com records 12.02% AI opening share on this market and sits 8.80 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs and is the second-ranked actor by cumulative opening volume over the period.
skoolopedia.com records 9.97% AI opening share on this market and opened AI answers on 7 of 7 comparable runs. It sits 10.85 percentage points behind facebook.com on AI opening share on this market — a domain visible on this surface in every observation across the window.
whichschooladvisor.com records 9.38% AI opening share on this market, present in all 7 of 7 comparable runs. It sits 11.44 percentage points behind facebook.com, occupying a position on the AI Overview opening-control panel for this market.
instagram.com records 8.21% AI opening share on this market and opened AI answers on 7 of 7 comparable runs. It sits 12.61 percentage points behind facebook.com — another social platform in the governed top 5.
blog.doris.school records 4.69% AI opening share on this market and opened AI answers on 5 of 7 comparable runs. It sits 16.13 percentage points behind facebook.com on AI opening share on this market.
tutopiya.com records 4.11% AI opening share on this market and opened AI answers on 6 of 7 comparable runs. It sits 16.72 percentage points behind facebook.com on AI opening share on this market.
theinternationalschools.com records 3.81% AI opening share on this market and opened AI answers on 5 of 7 comparable runs. It sits 17.01 percentage points behind facebook.com on AI opening share on this market.
en.wikipedia.org records 2.93% AI opening share on this market and opened AI answers on 5 of 7 comparable runs. A general-purpose platform, it sits 17.89 percentage points behind facebook.com on AI opening share on this market.
doris.school records 2.35% AI opening share on this market and opened AI answers on 4 of 7 comparable runs. It sits 18.48 percentage points behind facebook.com on AI opening share on this market.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · November 2–8, 2026
The panel is top-heavy: the top 3 actors together hold more than the remaining 7 combined. The 9 sources behind facebook.com range from 12.02% down to 2.35%, and they sit between 8.80 and 18.48 percentage points behind it. Three social platforms — facebook.com, youtube.com, and instagram.com — occupy three of the top five positions, while education-focused domains fill the other two.
Why this reading matters
Premium Education · Singapore · AI Overview · November 2–8, 2026
facebook.com's rank-1 position on the AI Overview opening-control rail for an education market is notable: a general-purpose social platform holds the largest opening share for Premium Education Singapore across the 7-run window.
Market implication
Premium Education · Singapore · AI Overview · November 2–8, 2026
The concentration of AI opening share at the top shows that the AI Overview opening-control surface for Premium Education Singapore is led by platform domains. As observed across this 7-run window, the opening rail on this market leans toward platforms rather than toward domains that specialize in the education sector.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI Overview · Google · Desktop
- Observed:
- November 2–8, 2026
- Published:
- November 10, 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 cb3dacc9bf6e6c0b
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-november-2-8-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: November 2–8, 2026 (2026-11-02/2026-11-08) Published: November 10, 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-november-2-8-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-november-2-8-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI opening share on the Premium Education Singapore market at 20.82%, observed across 7 comparable scheduled runs from November 2–8, 2026. Key facts: • facebook.com: 21% AI opening share · opening in 7/7 runs • youtube.com: 12% AI opening share · opening in 7/7 runs • skoolopedia.com: 10% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (November 2–8, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. facebook.com — 20.82% AI opening share · opening in 7/7 runs — #1 2. youtube.com — 12.02% AI opening share · opening in 7/7 runs — #2 3. skoolopedia.com — 9.97% AI opening share · opening in 7/7 runs — #3 4. whichschooladvisor.com — 9.38% AI opening share · opening in 7/7 runs — #4 5. instagram.com — 8.21% AI opening share · opening in 7/7 runs — #5 6. blog.doris.school — 4.69% AI opening share · opening in 5/7 runs — #6 7. tutopiya.com — 4.11% AI opening share · opening in 6/7 runs — #7 8. theinternationalschools.com — 3.81% AI opening share · opening in 5/7 runs — #8 9. en.wikipedia.org — 2.93% AI opening share · opening in 5/7 runs — #9 10. doris.school — 2.35% AI opening share · opening in 4/7 runs — #10 Reading basis: This card examines Google AI Overview openings for Premium Education Singapore, observed on Google desktop from Singapore during November 2–8, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 105 observed queries, applying the relevant source-selection rules. 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, November 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI Overview · Google · Desktop · November 2–8, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1794200906299_7v8773. Cite freely with attribution. Published by The Observatory. Source footnote: Sourced from a published AAI Kernel Market Intelligence Board (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 (November 10, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-november-2-8-2026 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: cb3dacc9bf6e6c0b
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 · November 2–8, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1794200906299_7v8773. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share is an actor's share of the openings recorded for the sources in this ranking — each daily observation contributes its ranked sources, pooled over the window; the opening excerpt can name several sources. It measures which sources are cited at the opening of AI Overview answers, not general citation share.
- Can this panel establish a longer-term trend?
- This panel is based on 7 runs of observation — enough to map the current visibility landscape, but not enough to assign lasting structural positions or detect directional movement. This observation does not establish a longer-term trend.
- Why do social platforms appear at the top of an education-market panel?
- This card observes which sources AI Overview answers cite at their opening for Premium Education Singapore queries. The surface reflects what the AI model selects, not a measure of educational authority or business-market standing. Social platforms appear because the AI Overview surface draws on their content for opening excerpts across the observed queries.
Scope and limitations
Premium Education · Singapore · AI Overview · November 2–8, 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, November 2026; not generalisable beyond this market and window.
Method & source
This card examines Google AI Overview openings for Premium Education Singapore, observed on Google desktop from Singapore during November 2–8, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 105 observed queries, applying the relevant source-selection rules.
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, November 2–8, 2026. 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.
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 2026-11-10 · Governed capture ID · pr_1794200906299_7v8773
Sourced from a published AAI Kernel Market Intelligence Board (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 Kernel Market Intelligence Board (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, November 2–8, 2026, Premium Education Singapore is also read in the Organic Ranking — Top 5 table; each keeps its own reading basis. An earlier AI Citation Ranking — Top 5 table for Premium Education Singapore provides additional context; it records Oct 26 – Nov 1, 2026. An earlier Query Spotlight table for Premium Education Singapore provides additional context; it records Oct 26 – Nov 1, 2026.
The Dubai / Abu Dhabi reading and Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for November 2–8, 2026; compare the stated reading bases before drawing a cross-market conclusion.
