Who does AI cite most for Premium Education US Northeast, Boston / New York?

Source: https://theobservatory.io/articles/premium-education-boston-new-york-most-cited-by-ai-june-29-to-july-5-2026
Scope: Premium Education US Northeast · Boston / New York · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: Jun 29 – Jul 5, 2026 (2026-06-29/2026-07-05)
Published: July 11, 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-boston-new-york-most-cited-by-ai-june-29-to-july-5-2026/data.csv
Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-most-cited-by-ai-june-29-to-july-5-2026/citation.txt
Reuse terms: https://theobservatory.io/terms

youtube.com holds the strongest AI citation share on the Premium Education US Northeast market across the 7-run window June 29 – July 5, 2026, at 28.67%.

Key facts:
• youtube.com: 29% AI citation share · cited in 7/7 runs
• reddit.com: 15% AI citation share · cited in 7/7 runs
• niche.com: 7% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (Jun 29 – Jul 5, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share
1. youtube.com — 28.67% AI citation share · cited in 7/7 runs — #1
2. reddit.com — 15.21% AI citation share · cited in 7/7 runs — #2
3. niche.com — 6.89% AI citation share · cited in 7/7 runs — #3
4. quora.com — 6.63% AI citation share · cited in 7/7 runs — #4
5. boardingschoolreview.com — 6.50% AI citation share · cited in 7/7 runs — #5

Reading basis: This card observes the AI Overview citation rail for Premium Education US Northeast in the United States on Google desktop, across 7 comparable scheduled runs in the observation period June 29 – July 5, 2026. The panel covers the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries. Per-actor values represent the sum of each actor's citations across all comparable runs divided by one single period-wide denominator. The primary metric is AI citation share on this market. AI Overview citation evidence was available on 7 of 7 runs. AI Overview content is volatile by nature — results may differ across queries, models, and dates.

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 US Northeast Boston / New York, July 2026; not generalisable beyond this market and window.

— The Observatory · Premium Education US Northeast · Boston / New York · AI citation · Google · Desktop · Jun 29 – Jul 5, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1791426598304_l5crhy. 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 11, 2026), Who does AI cite most for Premium Education US Northeast, Boston / New York?. https://theobservatory.io/articles/premium-education-boston-new-york-most-cited-by-ai-june-29-to-july-5-2026

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: 5ea380a3c1dc7421