Who does AI cite most for Premium Education UK / London?

Source: https://theobservatory.io/articles/premium-education-london-most-cited-by-ai-october-12-18-2026
Scope: Premium Education UK / London · London · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: October 12–18, 2026 (2026-10-12/2026-10-18)
Published: October 24, 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-london-most-cited-by-ai-october-12-18-2026/data.csv
Citation text: https://theobservatory.io/articles/premium-education-london-most-cited-by-ai-october-12-18-2026/citation.txt
Reuse terms: https://theobservatory.io/terms

youtube.com holds the strongest AI citation share on the Premium Education UK / London market across the 7-run window from October 12–18, 2026, recording 23.38%.

Key facts:
• youtube.com: 23% AI citation share · cited in 7/7 runs
• goodschoolsguide.co.uk: 9% AI citation share · cited in 7/7 runs
• facebook.com: 8% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (October 12–18, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share
1. youtube.com — 23.38% AI citation share · cited in 7/7 runs — #1
2. goodschoolsguide.co.uk — 9.01% AI citation share · cited in 7/7 runs — #2
3. facebook.com — 8.27% AI citation share · cited in 7/7 runs — #3
4. gov.uk — 5.66% AI citation share · cited in 7/7 runs — #4
5. instagram.com — 5.58% AI citation share · cited in 7/7 runs — #5

Reading basis: This card examines sources cited in Google's AI Overviews for Premium Education UK / London, observed on Google desktop from the United Kingdom during October 12–18, 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 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 UK / London London, October 2026; not generalisable beyond this market and window.

— The Observatory · Premium Education UK / London · London · AI citation · Google · Desktop · October 12–18, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1792335801889_21p4uq. Cite freely with attribution. Published by The Observatory.
Source footnote: Sourced from a published AAI Kernel Market Intelligence Board (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 24, 2026), Who does AI cite most for Premium Education UK / London?. https://theobservatory.io/articles/premium-education-london-most-cited-by-ai-october-12-18-2026

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: e9b3815abd3ed382