— 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 across the 7-run window from September 28 – October 4, 2026, at 14.44%.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- Sep 28 – Oct 4, 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 Premium Education Singapore, AI reaches for social platforms first — and no specialist source has broken through.”
Quick answer
skoolopedia.com follows at 12.53%, with instagram.com close behind at 12.26%.
Key reading
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 2026
Across 7 comparable scheduled runs, the AI Overview opening-control surface for Premium Education Singapore shows no concentrated leader — visibility is spread thinly across the governed top-10 panel. facebook.com holds the rank-1 position in the period-wide ranking at 14.44%, but skoolopedia.com sits only 1.91 percentage points behind it. The top 3 actors together hold less than the remaining 8 combined, underscoring how dispersed the opening rail is. Four of the panel's actors — facebook.com, instagram.com, youtube.com, and linkedin.com — are social platforms, yet the niche domains skoolopedia.com, goodschoolsguide.co.uk, whichschooladvisor.com, topuniversities.com, and theinternationalschools.com also occupy positions on the panel. The spread between the rank-1 and rank-10 actor is 10.63 percentage points, a gap that is narrow enough to keep the entire surface contested.
Core metric
AIO opening control — top 10 · Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| facebook.com | #1 | 14.44% AI opening share | opening in 7/7 runs |
| skoolopedia.com | #2 | 12.53% AI opening share | opening in 7/7 runs |
| instagram.com | #3 | 12.26% AI opening share | opening in 7/7 runs |
| youtube.com | #4 | 7.90% AI opening share | opening in 7/7 runs |
| linkedin.com | #5 | 6.27% AI opening share | opening in 6/7 runs |
| reddit.com | #6 | 5.72% AI opening share | opening in 7/7 runs |
| goodschoolsguide.co.uk | #7 | 5.45% AI opening share | opening in 6/7 runs |
| whichschooladvisor.com | #8 | 5.18% AI opening share | opening in 7/7 runs |
| topuniversities.com | #9 | 4.90% AI opening share | opening in 6/7 runs |
| theinternationalschools.com | #10 | 3.81% AI opening share | opening in 6/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 2026
facebook.com holds the strongest AI opening share on this market in this card scope, at 14.44%. It opened AI answers on 7 of 7 comparable runs. As a social platform, its rank-1 position on the opening-control rail means AI reaches for user-generated discussion content before any education-focused source on this market.
skoolopedia.com records 12.53% AI opening share on this market and sits 1.91 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs. Among the niche domains on the panel, it accumulated the highest opening volume over the period.
instagram.com records 12.26% AI opening share on this market, sitting 2.18 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs. A second social platform in the top three reinforces the platform-heavy shape of the opening rail.
youtube.com records 7.90% AI opening share on this market and sits 6.54 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs. The gap between instagram.com at rank 3 and youtube.com at rank 4 is the widest step in the upper portion of the panel.
linkedin.com records 6.27% AI opening share on this market and sits 8.17 percentage points behind facebook.com. It opened AI answers on 6 of 7 comparable runs, making it one of the actors with intermittent presence on this surface.
reddit.com records 5.72% AI opening share on this market and sits 8.72 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs. As a discussion platform, it occupies a mid-panel position alongside education-focused domains.
goodschoolsguide.co.uk records 5.45% AI opening share on this market and sits 8.99 percentage points behind facebook.com. It opened AI answers on 6 of 7 comparable runs. A UK-based domain appearing on a Singapore-focused opening-control rail is a notable surface signal.
whichschooladvisor.com records 5.18% AI opening share on this market and sits 9.26 percentage points behind facebook.com. It opened AI answers on 7 of 7 comparable runs, placing it among the niche domains with full presence across the window.
topuniversities.com records 4.90% AI opening share on this market and sits 9.54 percentage points behind facebook.com. It opened AI answers on 6 of 7 comparable runs. Its position near the bottom of the panel reflects a modest but measurable opening signal.
theinternationalschools.com records 3.81% AI opening share on this market and sits 10.63 percentage points behind facebook.com. It opened AI answers on 6 of 7 comparable runs, holding the rank-10 position in the period-wide panel.
Pattern on the observed surface
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 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 8 combined, and the 9 sources behind facebook.com range from 12.53% down to 3.81%. The panel splits between social platforms — facebook.com, instagram.com, youtube.com, linkedin.com, reddit.com — and niche or focused domains — skoolopedia.com, goodschoolsguide.co.uk, whichschooladvisor.com, topuniversities.com, theinternationalschools.com. 6 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 4 opened AI answers in fewer runs. The surface is wide open: no single actor has pulled away on cumulative opening volume over the period.
Why this reading matters
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 2026
facebook.com holds rank 1 in the period-wide ranking, yet its 14.44% share means AI answers on this market open with facebook.com content on a modest fraction of occasions. The presence of five niche domains alongside five social platforms suggests the AI opening-control surface for premium education in Singapore draws from a structurally mixed source pool — neither platform-only nor specialist-only.
Market implication
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 2026
The observed opening-control rail signals that AI Overview answers on premium education queries in Singapore draw from a broad, dispersed set of sources across the 7-run window from September 28 – October 4, 2026. No actor has accumulated enough opening volume to hold clear authority on this AI surface over the period. For any operator monitoring AI visibility on this market, the reading is that the opening slot remains contested and structurally fragmented.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI Overview · Google · Desktop
- Observed:
- Sep 28 – Oct 4, 2026
- Published:
- October 6, 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 e778a4249a86a8e8
Who controls Google's AI Overview for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-september-28-to-october-4-2026 Scope: Premium Education · Singapore · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Sep 28 – Oct 4, 2026 (2026-09-28/2026-10-04) Published: October 6, 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-september-28-to-october-4-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-september-28-to-october-4-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI opening share on the Premium Education Singapore market across the 7-run window from September 28 – October 4, 2026, at 14.44%. Key facts: • facebook.com: 14% AI opening share · opening in 7/7 runs • skoolopedia.com: 13% AI opening share · opening in 7/7 runs • instagram.com: 12% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Sep 28 – Oct 4, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. facebook.com — 14.44% AI opening share · opening in 7/7 runs — #1 2. skoolopedia.com — 12.53% AI opening share · opening in 7/7 runs — #2 3. instagram.com — 12.26% AI opening share · opening in 7/7 runs — #3 4. youtube.com — 7.90% AI opening share · opening in 7/7 runs — #4 5. linkedin.com — 6.27% AI opening share · opening in 6/7 runs — #5 6. reddit.com — 5.72% AI opening share · opening in 7/7 runs — #6 7. goodschoolsguide.co.uk — 5.45% AI opening share · opening in 6/7 runs — #7 8. whichschooladvisor.com — 5.18% AI opening share · opening in 7/7 runs — #8 9. topuniversities.com — 4.90% AI opening share · opening in 6/7 runs — #9 10. theinternationalschools.com — 3.81% 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 September 28 – October 4, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries per run. Per-actor AI opening share uses one single period-wide denominator. 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, October 2026; not generalisable beyond this market and window. — The Observatory · Premium Education · Singapore · AI Overview · Google · Desktop · Sep 28 – Oct 4, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791078612581_mt4qmd. 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 6, 2026), Who controls Google's AI Overview for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-ai-overview-control-september-28-to-october-4-2026 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: e778a4249a86a8e8
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 · Sep 28 – Oct 4, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791078612581_mt4qmd. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share on this market' measure?
- It measures how often a given domain is the source cited at the very opening of an AI Overview answer across the market's observed query set. It captures the primacy slot — who AI reaches for first — not general citation frequency or organic search ranking.
- Does this card prove a longer-term trend in AI opening behavior?
- No. This observation covers 7 comparable scheduled runs over a single week. AI Overview opening behavior is volatile across queries, models, and dates. This observation does not establish a longer-term trend.
- Why do social platforms appear at the top of an education-market opening rail?
- The card observes which sources AI Overview answers reach for first on 105 premium education queries in Singapore. It does not explain why AI selects a given source. The observation records the surface outcome — platform content opened AI answers more frequently than any single education-focused domain over this period.
Scope and limitations
Premium Education · Singapore · AI Overview · Sep 28 – Oct 4, 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 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 September 28 – October 4, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries per run. Per-actor AI opening share uses one single period-wide denominator. 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. AI Overview opening-control evidence was 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 2026-10-06 · Governed capture ID · pr_1791078612581_mt4qmd
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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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, Sep 28 – Oct 4, 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 Dubai Abu Dhabi reading examine the same AI Overview Ranking — Top 10 for Sep 28 – Oct 4, 2026; compare the stated reading bases before drawing a cross-market conclusion.
