— 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 13.73%, observed across 7 comparable scheduled runs in the observation period October 26 – November 1, 2026.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- Oct 26 – Nov 1, 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
“Social platforms open AI answers on Singapore's premium education surface — the top-10 panel splits between general-purpose platforms and focused sources.”
Quick answer
facebook.com holds the strongest AI opening share on the Premium Education Singapore market at 13.73%, observed across 7 comparable scheduled runs in the observation period October 26 – November 1, 2026.
Key reading
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
facebook.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education Singapore across the 7-run window, at 13.73% AI opening share on this market. instagram.com follows at 11.34%, sitting 2.39 percentage points behind facebook.com on AI opening share on this market. The opening-control surface is distributed rather than concentrated: the top 3 actors together hold less than the remaining 7 combined. Five of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs — a split that signals uneven presence across the window without licensing any claim about per-run ranking order. The spread between the first and last positions on the panel is 10.75 percentage points.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| facebook.com | #1 | 13.73% AI opening share | opening in 7/7 runs |
| instagram.com | #2 | 11.34% AI opening share | opening in 7/7 runs |
| skoolopedia.com | #3 | 9.25% AI opening share | opening in 7/7 runs |
| whichschooladvisor.com | #4 | 8.96% AI opening share | opening in 7/7 runs |
| youtube.com | #5 | 8.96% AI opening share | opening in 7/7 runs |
| doris.school | #6 | 5.37% AI opening share | opening in 6/7 runs |
| ischooladvisor.com | #7 | 5.37% AI opening share | opening in 4/7 runs |
| blog.doris.school | #8 | 4.18% AI opening share | opening in 5/7 runs |
| emeritus.org | #9 | 3.28% AI opening share | opening in 4/7 runs |
| owis.org | #10 | 2.99% AI opening share | opening in 3/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
facebook.com holds the strongest AI opening share on this market in this card scope, at 13.73%. It opened AI answers on 7 of 7 comparable runs — one of 5 actors on the panel to do so across the full window.
instagram.com records 11.34% AI opening share on this market, sitting 2.39 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs, matching facebook.com on presence frequency while recording a narrower cumulative opening volume.
skoolopedia.com records 9.25% AI opening share on this market and sits 4.48 percentage points behind facebook.com. A focused source rather than a general-purpose platform, it opened AI answers on 7 of 7 comparable runs.
whichschooladvisor.com records 8.96% AI opening share on this market. It sits 4.78 percentage points behind facebook.com on AI opening share and opened AI answers on 7 of 7 comparable runs.
youtube.com records 8.96% AI opening share on this market — the same displayed value as whichschooladvisor.com on the primary metric. It opened AI answers on 7 of 7 comparable runs, completing the set of 5 actors present across every observation in the window.
doris.school records 5.37% AI opening share on this market and sits 8.36 percentage points behind facebook.com. It opened AI answers on 6 of 7 comparable runs.
ischooladvisor.com records 5.37% AI opening share on this market — the same displayed value as doris.school. It opened AI answers on 4 of 7 comparable runs.
blog.doris.school records 4.18% AI opening share on this market and sits 9.55 percentage points behind facebook.com. It opened AI answers on 5 of 7 comparable runs.
emeritus.org records 3.28% AI opening share on this market and sits 10.45 percentage points behind facebook.com. It opened AI answers on 4 of 7 comparable runs.
owis.org records 2.99% AI opening share on this market and sits 10.75 percentage points behind facebook.com. It opened AI answers on 3 of 7 comparable runs.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
The opening-control panel for Premium Education Singapore is dispersed rather than top-heavy. 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 panel mixes social platforms (facebook.com, instagram.com, youtube.com) with focused sources and niche domains — neither category locks out the other. The 9 sources behind facebook.com range from 11.34% down to 2.99%. Presence frequency divides the panel evenly: 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs.
Why this reading matters
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
facebook.com's rank-1 position on this AI Overview opening-control rail is notable because it is a social platform rather than a specialist education domain. The surface reaches for user-generated and discussion content first — ahead of every focused education source on the governed panel — when opening AI answers on premium education queries in Singapore across this 7-run window.
Market implication
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 2026
The distribution of AI opening share across this panel signals that no single source controls the primacy slot on this observed surface. AI Overview opening behavior on Premium Education Singapore is shared across social platforms and focused education domains alike, which means that monitoring a single actor's opening share provides an incomplete picture of the surface. The spread of 10.75 percentage points between the first and last positions, combined with the even split in presence frequency, suggests that the opening-control rail draws from a broad set of sources across the observed window.
Read within the scope and limitations of this card.
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 Overview · Google · Desktop
- Observed:
- Oct 26 – Nov 1, 2026
- Published:
- November 3, 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 f41e21ca0d66235a
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-26-to-november-1-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Oct 26 – Nov 1, 2026 (2026-10-26/2026-11-01) Published: November 3, 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-october-26-to-november-1-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-26-to-november-1-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI opening share on the Premium Education Singapore market at 13.73%, observed across 7 comparable scheduled runs in the observation period October 26 – November 1, 2026. Key facts: • facebook.com: 14% AI opening share · opening in 7/7 runs • instagram.com: 11% AI opening share · opening in 7/7 runs • skoolopedia.com: 9% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Oct 26 – Nov 1, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. facebook.com — 13.73% AI opening share · opening in 7/7 runs — #1 2. instagram.com — 11.34% AI opening share · opening in 7/7 runs — #2 3. skoolopedia.com — 9.25% AI opening share · opening in 7/7 runs — #3 4. whichschooladvisor.com — 8.96% AI opening share · opening in 7/7 runs — #4 5. youtube.com — 8.96% AI opening share · opening in 7/7 runs — #5 6. doris.school — 5.37% AI opening share · opening in 6/7 runs — #6 7. ischooladvisor.com — 5.37% AI opening share · opening in 4/7 runs — #7 8. blog.doris.school — 4.18% AI opening share · opening in 5/7 runs — #8 9. emeritus.org — 3.28% AI opening share · opening in 4/7 runs — #9 10. owis.org — 2.99% AI opening share · opening in 3/7 runs — #10 Reading basis: This card examines Google AI Overview openings for Premium Education Singapore, observed on Google desktop from Singapore during October 26 – November 1, 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 · Oct 26 – Nov 1, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1793614270475_sjn9p5. 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 3, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-26-to-november-1-2026 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: f41e21ca0d66235a
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 · Oct 26 – Nov 1, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1793614270475_sjn9p5. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share is an actor's percentage of the recorded appearances in the captured opening excerpt of AI Overview answers, across this market's observed query panel and window. The opening excerpt can name several actors; it is not an exclusive first-source slot. It does not measure general citation share, organic search ranking or business-market position.
- Can this observation establish a longer-term trend?
- This reading is based on 7 comparable scheduled runs in an observation period. It identifies the panel's current shape over that period but does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce a different panel.
- Why do some actors share the same displayed AI opening share value?
- whichschooladvisor.com and youtube.com both record 8.96% AI opening share on this market; doris.school and ischooladvisor.com both record 5.37%. These are metric ties on the displayed value. The governed panel preserves a tie-break ordering, so each actor retains a distinct rank position.
Scope and limitations
Premium Education · Singapore · AI Overview · Oct 26 – Nov 1, 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 October 26 – November 1, 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. 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 2026-11-03 · Governed capture ID · pr_1793614270475_sjn9p5
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, Oct 26 – Nov 1, 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 October 19–25, 2026. An earlier Query Spotlight table for Premium Education Singapore provides additional context; it records October 19–25, 2026.
An earlier AI Overview Ranking — Top 10 reading for Boston / New York provides additional context; it records October 19–25, 2026. An earlier AI Overview Ranking — Top 10 reading for Dubai / Abu Dhabi provides additional context; it records October 19–25, 2026.
