Who does AI cite most for Premium Education, Singapore?

Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-20-26-2026
Scope: Premium Education · Singapore · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: July 20–26, 2026 (2026-07-20/2026-07-26)
Published: August 1, 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-20-26-2026/data.csv
Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-20-26-2026/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 20–26, 2026), recording 15.47%.

Key facts:
• youtube.com: 15% AI citation share · cited in 7/7 runs
• skoolopedia.com: 12% AI citation share · cited in 7/7 runs
• reddit.com: 9% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (July 20–26, 2026 · 7 comparable runs): Rank · Actor · Citation share
1. youtube.com — 15.47% AI citation share · cited in 7/7 runs — #1
2. skoolopedia.com — 11.57% AI citation share · cited in 7/7 runs — #2
3. reddit.com — 8.73% AI citation share · cited in 7/7 runs — #3
4. theinternationalschools.com — 6.74% AI citation share · cited in 7/7 runs — #4
5. whichschooladvisor.com — 6.60% 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 20–26, 2026. AI Overview citation evidence was available on 7 of 7 runs. Per-actor AI citation share values are the sum of each actor's citations across all comparable runs divided by one single period-wide denominator. The panel ranks the top-5 actors by cumulative citation volume over the period. The observation covers 105 queries in the market's active query set. The primary metric is AI citation share on this market.

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 20–26, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1791397395320_i854kd. 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 (August 1, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-july-20-26-2026

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: a7deba266e436026