— Ranking Top 5 · AI citation —
Who does AI cite most for Premium Education, Singapore?
youtube.com holds the strongest AI citation share on the Premium Education Singapore market across the 7-run window July 13–19, 2026, at 16.64%.
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- Market
- Premium Education
- Location
- Singapore
- Observed period
- July 13–19, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 5 · AI citation
“On Singapore's premium education AI citation surface, platforms lead and no specialist has broken away.”
Quick answer
The top-5 panel is spread across 9.79 percentage points.
Key reading
Premium Education · Singapore · AI citation · July 13–19, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 16.64%, but the 4 sources behind youtube.com range from 10.89% down to 6.85%. The top 2 actors together hold more than the remaining 3 combined, yet the spread between rank 1 and rank 5 is 9.79 percentage points — a gap that signals an open, distributed surface rather than a concentrated one. All 5 actors on the panel were cited in all 7 comparable runs. The AI Overview citation rail on this market remains wide open: two general-purpose platforms sit at the top of the panel, while three focused sources occupy the lower positions without any single actor pulling decisively ahead.
Core metric
Citation share — top 5 · Premium Education · Singapore · AI citation · July 13–19, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 16.64% AI citation share | cited in 7/7 runs |
| skoolopedia.com | #2 | 10.89% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 7.19% AI citation share | cited in 7/7 runs |
| Stamford American International School (SAIS) | #4 | 7.19% AI citation share | cited in 7/7 runs |
| theinternationalschools.com | #5 | 6.85% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Premium Education · Singapore · AI citation · July 13–19, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 16.64%, and was cited in 7 of 7 comparable runs. As a general-purpose platform, it sits at the top of the AI Overview citation panel for Premium Education Singapore — a position built on cumulative citation volume across the full window.
skoolopedia.com records 10.89% AI citation share on this market and sits 5.75 percentage points behind youtube.com. A focused source cited in 7 of 7 comparable runs, it occupies the second position on the period-wide AI Overview citation ranking for this market.
reddit.com records 7.19% AI citation share on this market and sits 9.45 percentage points behind youtube.com. A discussion platform cited in 7 of 7 comparable runs, it shares its exact AI citation share value with Stamford American International School (SAIS) on this panel.
Stamford American International School (SAIS)
Stamford American International School (SAIS) records 7.19% AI citation share on this market, matching reddit.com exactly. Cited in 7 of 7 comparable runs, it sits 9.45 percentage points behind youtube.com on AI citation share on this market — a focused source appearing alongside platforms on the same citation rail.
theinternationalschools.com records 6.85% AI citation share on this market and sits 9.79 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it holds the fifth position on the period-wide panel — the lowest share, yet within reach of the actors immediately above it.
Pattern on the observed surface
Premium Education · Singapore · AI citation · July 13–19, 2026
The panel splits between two general-purpose platforms at th
The panel splits between two general-purpose platforms at the top and three focused sources in the lower half. The top 2 actors together hold more than the remaining 3 combined, yet the 4 sources behind youtube.com sit between 5.75 and 9.79 percentage points behind it — a gradual taper rather than a sharp drop-off. The surface is distributed: no actor commands a decisive share, and the mix of platform and niche-domain citations signals that AI Overviews draw from structurally different source types when answering Premium Education Singapore queries.
Why this reading matters
Premium Education · Singapore · AI citation · July 13–19, 2026
youtube.com — a general-purpose platform, not a specialist education source — holds the top position on the AI Overview citation rail for Premium Education Singapore across this 7-run window. That a platform rather than a focused education domain accumulated the highest citation volume underscores how open this surface remains for specialist actors.
Market implication
Premium Education · Singapore · AI citation · July 13–19, 2026
The AI Overview citation rail for Premium Education Singapore remains wide open across this observed window. No single actor has accumulated a commanding citation share, and the surface draws from both platforms and focused sources. For any institution or domain monitoring its AI citation visibility on this market, the observation signals that the citation layer is distributed and contestable — not locked around a single reference point.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education · Singapore
- Surface:
- AI citation · Google · Desktop
- Observed:
- July 13–19, 2026
- Published:
- July 25, 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 35adee124df8834e
Who does AI cite most for Premium Education, Singapore? Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-13-19-2026 Scope: Premium Education · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: July 13–19, 2026 (2026-07-13/2026-07-19) Published: July 25, 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-most-cited-by-ai-july-13-19-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-13-19-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Premium Education Singapore market across the 7-run window July 13–19, 2026, at 16.64%. Key facts: • youtube.com: 17% AI citation share · cited in 7/7 runs • skoolopedia.com: 11% AI citation share · cited in 7/7 runs • reddit.com: 7% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (July 13–19, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 16.64% AI citation share · cited in 7/7 runs — #1 2. skoolopedia.com — 10.89% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 7.19% AI citation share · cited in 7/7 runs — #3 4. Stamford American International School (SAIS) — 7.19% AI citation share · cited in 7/7 runs — #4 5. theinternationalschools.com — 6.85% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Premium Education Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period July 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. The source run covers 105 observed queries. Limitations and non-claims: — Observes the observed AI citation 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 citation · Google · Desktop · July 13–19, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791410108131_yfc987. 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 25, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-13-19-2026 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: 35adee124df8834e
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 citation · Google · Desktop · July 13–19, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791410108131_yfc987. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share on this market measure?
- It measures how often an actor's domain appears as a cited source inside AI Overview answers across the market's observed query set. It does not measure who opens those AI answers, nor does it reflect organic search ranking.
- Can this card establish a longer-term trend?
- No. This card observes 7 comparable scheduled runs in an observation period from July 13–19, 2026. AI Overview content varies by query, model, and date. The observation captures one window, not a multi-month trajectory.
- Why do reddit.com and Stamford American International School (SAIS) share the same value?
- Both actors accumulated 7.19% AI citation share on this market across the 7-run window. The ranking order between them reflects cumulative raw citation volume over the period.
Scope and limitations
Premium Education · Singapore · AI citation · July 13–19, 2026 · what this card does not claim
- Observes the observed AI citation 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 citation rail for Premium Education Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period July 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. The source run covers 105 observed queries.
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 citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI opening control 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 2026-07-25 · Governed capture ID · pr_1791410108131_yfc987
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 Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, July 13–19, 2026, Premium Education Singapore is also read in the AI Overview Ranking — Top 10 table and the Query Spotlight table; each keeps its own reading basis. A further Organic Ranking — Top 5 table for Premium Education Singapore provides additional context; it records October 5–11, 2026.
The Geneva / Lausanne / Zurich reading and San Francisco Bay Area / Los Angeles reading examine the same AI Citation Ranking — Top 5 for July 13–19, 2026; compare the stated reading bases before drawing a cross-market conclusion.
