— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education, Singapore?
skoolopedia.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window October 5–11, 2026, at 12.58%.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- October 5–11, 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
“Singapore's premium education AI opening rail is contested — no actor in the top-10 panel clears 12.58%.”
Quick answer
facebook.com follows at 10.97%, and instagram.com records 10.32%.
Key reading
Premium Education · Singapore · AI Overview · October 5–11, 2026
skoolopedia.com holds the rank-1 position on the period-wide AI Overview opening-control ranking for Premium Education Singapore, at 12.58% of all AI answer openings observed across the 7-run window. Four social platforms — facebook.com, instagram.com, youtube.com, and whichschooladvisor.com — fill positions two through five, each recording between 10.97% and 8.39%. The 9 sources behind skoolopedia.com range from 10.97% down to 3.55%. The top 3 actors together hold less than the remaining 7 combined, confirming that no single source controls the opening rail. 5 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.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · October 5–11, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| skoolopedia.com | #1 | 12.58% AI opening share | opening in 7/7 runs |
| facebook.com | #2 | 10.97% AI opening share | opening in 7/7 runs |
| instagram.com | #3 | 10.32% AI opening share | opening in 7/7 runs |
| youtube.com | #4 | 9.35% AI opening share | opening in 7/7 runs |
| whichschooladvisor.com | #5 | 8.39% AI opening share | opening in 7/7 runs |
| linkedin.com | #6 | 4.52% AI opening share | opening in 5/7 runs |
| reddit.com | #7 | 4.19% AI opening share | opening in 4/7 runs |
| theinternationalschools.com | #8 | 3.87% AI opening share | opening in 4/7 runs |
| owis.org | #9 | 3.55% AI opening share | opening in 5/7 runs |
| doris.school | #10 | 3.55% AI opening share | opening in 3/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · October 5–11, 2026
skoolopedia.com holds the strongest AI opening share on this market in this card scope, at 12.58%. It opened AI answers on 7 of 7 comparable runs, placing it among the actors with continuous presence on this surface across the full window.
facebook.com records 10.97% AI opening share on this market and sits 1.61 percentage points behind skoolopedia.com. As a social platform, it opened AI answers on 7 of 7 comparable runs — matching the rank-1 actor's presence frequency.
instagram.com records 10.32% AI opening share on this market, sitting 2.26 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs, making it another social platform with unbroken presence on this rail.
youtube.com records 9.35% AI opening share on this market and sits 3.23 percentage points behind skoolopedia.com. It opened AI answers on 7 of 7 comparable runs — the fourth actor on this panel with continuous presence across the window.
whichschooladvisor.com records 8.39% AI opening share on this market, sitting 4.19 percentage points behind skoolopedia.com. A focused source rather than a social platform, it opened AI answers on 7 of 7 comparable runs.
linkedin.com records 4.52% AI opening share on this market and sits 8.06 percentage points behind skoolopedia.com. It opened AI answers on 5 of 7 comparable runs — present on most runs but not all.
reddit.com records 4.19% AI opening share on this market and sits 8.39 percentage points behind skoolopedia.com. As a discussion platform, it opened AI answers on 4 of 7 comparable runs.
theinternationalschools.com records 3.87% AI opening share on this market, sitting 8.71 percentage points behind skoolopedia.com. A niche domain, it opened AI answers on 4 of 7 comparable runs.
owis.org records 3.55% AI opening share on this market and sits 9.03 percentage points behind skoolopedia.com. It opened AI answers on 5 of 7 comparable runs.
doris.school records 3.55% AI opening share on this market and sits 9.03 percentage points behind skoolopedia.com. It opened AI answers on 3 of 7 comparable runs — an intermittent signal on this surface.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · October 5–11, 2026
The panel splits into two structural tiers
The panel splits into two structural tiers. The top five actors — led by a niche domain and followed by three social platforms and a focused source — each recorded between 8.39% and 12.58%, and all opened AI answers on every comparable run. The remaining five sit between 3.55% and 4.52%, with presence frequencies ranging from 3 of 7 to 5 of 7 comparable runs. Social and discussion platforms occupy six of the ten positions, yet the rank-1 and rank-5 slots belong to focused or niche domains. The top 3 actors together hold less than the remaining 7 combined — the surface is dispersed rather than concentrated.
Why this reading matters
Premium Education · Singapore · AI Overview · October 5–11, 2026
skoolopedia.com — a niche domain, not a social platform — holds the rank-1 position on this AI opening-control rail across the 7-run window. The surface is platform-heavy in composition, yet the primacy slot belongs to a focused source. That structural contrast frames the opening rail as a space where specialist content can accumulate the largest share of AI answer openings even when platforms outnumber niche domains on the panel.
Market implication
Premium Education · Singapore · AI Overview · October 5–11, 2026
The AI Overview opening-control surface for Premium Education Singapore remains wide open across this 7-run window. The spread between the first and last positions is 9.03 percentage points, and the top 3 actors together hold less than the remaining 7 combined. For any actor monitoring AI visibility on this market, the observation signals that the opening rail is contested and dispersed — no single source has locked in a commanding share of AI answer openings over the observed period.
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:
- October 5–11, 2026
- Published:
- October 13, 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 d411e99ab54b356e
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-5-11-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: October 5–11, 2026 (2026-10-05/2026-10-11) Published: October 13, 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-5-11-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-5-11-2026/citation.txt Reuse terms: https://theobservatory.io/terms skoolopedia.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window October 5–11, 2026, at 12.58%. Key facts: • skoolopedia.com: 13% AI opening share · opening in 7/7 runs • facebook.com: 11% AI opening share · opening in 7/7 runs • instagram.com: 10% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (October 5–11, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. skoolopedia.com — 12.58% AI opening share · opening in 7/7 runs — #1 2. facebook.com — 10.97% AI opening share · opening in 7/7 runs — #2 3. instagram.com — 10.32% AI opening share · opening in 7/7 runs — #3 4. youtube.com — 9.35% AI opening share · opening in 7/7 runs — #4 5. whichschooladvisor.com — 8.39% AI opening share · opening in 7/7 runs — #5 6. linkedin.com — 4.52% AI opening share · opening in 5/7 runs — #6 7. reddit.com — 4.19% AI opening share · opening in 4/7 runs — #7 8. theinternationalschools.com — 3.87% AI opening share · opening in 4/7 runs — #8 9. owis.org — 3.55% AI opening share · opening in 5/7 runs — #9 10. doris.school — 3.55% 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 5–11, 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, October 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI Overview · Google · Desktop · October 5–11, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791683547208_ign4kf. 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 (October 13, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-october-5-11-2026 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: d411e99ab54b356e
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 · October 5–11, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791683547208_ign4kf. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share captures which source is cited at the very opening of an AI Overview answer — the first source AI reaches for when responding to a query. It is distinct from general citation share, which counts all citations across the full answer.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It aggregates 7 comparable scheduled runs in an observation period (October 5–11, 2026). AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why are social platforms so prominent on this panel?
- The panel reflects what AI Overviews actually cited at the opening position across the observed period. Social platforms appear because AI reached for their content first on a meaningful percentage of openings in this governed market panel. The card does not measure organic search ranking or business-market position.
Scope and limitations
Premium Education · Singapore · AI Overview · October 5–11, 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, October 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 5–11, 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 (October 5–11, 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 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 2026-10-13 · Governed capture ID · pr_1791683547208_ign4kf
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 Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, October 5–11, 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 Sep 28 – Oct 4, 2026. An earlier Query Spotlight table for Premium Education Singapore provides additional context; it records Sep 28 – Oct 4, 2026.
The Boston / New York reading and Dubai Abu Dhabi reading examine the same AI Overview Ranking — Top 10 for October 5–11, 2026; compare the stated reading bases before drawing a cross-market conclusion.
