Who does AI cite most for Premium Education, Singapore?

Source: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-21-27-2026
Scope: Premium Education · Singapore · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: September 21–27, 2026 (2026-09-21/2026-09-27)
Published: October 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-most-cited-by-ai-september-21-27-2026/data.csv
Citation text: https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-21-27-2026/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 September 21–27, 2026, at 13.87%.

Key facts:
• youtube.com: 14% AI citation share · cited in 7/7 runs
• skoolopedia.com: 12% AI citation share · cited in 7/7 runs
• facebook.com: 9% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (September 21–27, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share
1. youtube.com — 13.87% AI citation share · cited in 7/7 runs — #1
2. skoolopedia.com — 11.73% AI citation share · cited in 7/7 runs — #2
3. facebook.com — 8.98% AI citation share · cited in 7/7 runs — #3
4. instagram.com — 7.64% AI citation share · cited in 7/7 runs — #4
5. reddit.com — 6.96% 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 September 21–27, 2026. AI Overview citation evidence was available on 7 of 7 runs. The governed top-5 panel is ranked by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent each actor's share of all AI citations observed across the full period, using one single period-wide denominator. 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, September 2026; not generalisable beyond this market and window.

— The Observatory · Premium Education · Singapore · AI citation · Google · Desktop · September 21–27, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1790475605378_8mnn20. 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 3, 2026), Who does AI cite most for Premium Education, Singapore?. https://theobservatory.io/articles/premium-education-singapore-most-cited-by-ai-september-21-27-2026

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: 39a867920281f772