— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education US Northeast, Boston / New York?
youtube.com holds the strongest AI opening share on this market in this ranking, at 33.84%.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- November 2–8, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- United States
- Reading
- Ranking Top 10 · AI Overview
“On Premium Education US Northeast, a platform rather than a non-platform domain holds the largest AI opening share.”
Quick answer
This card reads the top-10 actors on the AI Overview opening-control rail for Premium Education US Northeast, across 7 comparable runs, November 2–8, 2026.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
youtube.com, a platform, holds the largest AI opening share in this ranking on Premium Education US Northeast, ahead of the 3 domains on this panel that are not platforms. On this panel, the top 3 actors together hold more than the remaining 7 combined (51.22 percentage points against 37.20 percentage points). youtube.com leads facebook.com by 24.70 percentage points on AI opening share on this market. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs.
Core metric
AIO opening control — top 10 · Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 33.84% AI opening share | opening in 7/7 runs |
| facebook.com | #2 | 9.15% AI opening share | opening in 7/7 runs |
| quora.com | #3 | 8.23% AI opening share | opening in 7/7 runs |
| reddit.com | #4 | 8.23% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #5 | 7.32% AI opening share | opening in 7/7 runs |
| instagram.com | #6 | 7.01% AI opening share | opening in 6/7 runs |
| usnews.com | #7 | 5.49% AI opening share | opening in 6/7 runs |
| en.wikipedia.org | #8 | 4.27% AI opening share | opening in 6/7 runs |
| niche.com | #9 | 3% AI opening share | opening in 6/7 runs |
| linkedin.com | #10 | 1.52% AI opening share | opening in 2/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
Reading note · AI-assisted commentary
The AI-generated explanation is provided as an additional reading aid, not as the primary evidence. It may contain errors or imperfect interpretations; we continuously work to identify and correct them and improve the quality of these explanations. See methodology.
youtube.com, a platform, holds the strongest AI opening share on this market in this ranking, at 33.84%, and opened AI answers on 7 of 7 comparable runs.
facebook.com, a platform, opened AI answers on 7 of 7 comparable runs and records 9.15% AI opening share on this market.
quora.com, a platform, records 8.23% AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
reddit.com, a platform, opened AI answers on 7 of 7 comparable runs and records 8.23% AI opening share on this market.
boardingschoolreview.com records 7.32% AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
instagram.com, a platform, opened AI answers on 6 of 7 comparable runs and records 7.01% AI opening share on this market.
usnews.com records 5.49% AI opening share on this market and opened AI answers on 6 of 7 comparable runs.
en.wikipedia.org, a platform, opened AI answers on 6 of 7 comparable runs and records 4.27% AI opening share on this market.
AI opening share on this market: 3.35%. This actor opened AI answers on 6 of 7 comparable runs.
linkedin.com, a platform, opened AI answers on 2 of 7 comparable runs and records 1.52% AI opening share on this market.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
On this panel, the top 2 actors together hold less than the remaining 8 combined (42.99 percentage points against 45.43 percentage points). The widest step between two consecutive positions in this ranking is between positions 1 and 2: 24.70 percentage points (33.84% against 9.15%). The spread between the first and last positions on this panel is 32.32 percentage points (33.84% against 1.52%).
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
quora.com and reddit.com are published at the same AI opening share.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education US Northeast · Boston / New York
- Surface:
- AI Overview · Google · Desktop
- Observed:
- November 2–8, 2026
- Published:
- November 10, 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 1fd794b3c9dc16ad
Who controls Google's AI Overview for Premium Education US Northeast, Boston / New York? Source: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-november-2-8-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: November 2–8, 2026 (2026-11-02/2026-11-08) Published: November 10, 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-ai-overview-control-november-2-8-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-november-2-8-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on this market in this ranking, at 33.84%. Key facts: • youtube.com: 34% AI opening share · opening in 7/7 runs • facebook.com: 9% AI opening share · opening in 7/7 runs • quora.com: 8% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (November 2–8, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 33.84% AI opening share · opening in 7/7 runs — #1 2. facebook.com — 9.15% AI opening share · opening in 7/7 runs — #2 3. quora.com — 8.23% AI opening share · opening in 7/7 runs — #3 4. reddit.com — 8.23% AI opening share · opening in 7/7 runs — #4 5. boardingschoolreview.com — 7.32% AI opening share · opening in 7/7 runs — #5 6. instagram.com — 7.01% AI opening share · opening in 6/7 runs — #6 7. usnews.com — 5.49% AI opening share · opening in 6/7 runs — #7 8. en.wikipedia.org — 4.27% AI opening share · opening in 6/7 runs — #8 9. niche.com — 3% AI opening share · opening in 6/7 runs — #9 10. linkedin.com — 1.52% AI opening share · opening in 2/7 runs — #10 Reading basis: This card examines Google AI Overview openings for Premium Education US Northeast, observed on Google desktop from the United States during November 2–8, 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 answer 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, November 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · November 2–8, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1794157005021_37g3kq. 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 (November 10, 2026), Who controls Google's AI Overview for Premium Education US Northeast, Boston / New York?. https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-november-2-8-2026 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: 1fd794b3c9dc16ad
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 US Northeast · Boston / New York · AI Overview · Google · Desktop · November 2–8, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1794157005021_37g3kq. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share is an actor's share of the openings recorded for the sources in this ranking: each daily observation contributes its ranked sources, pooled over the window, and the opening excerpt can name several sources.
- What does this card not prove?
- This card does not measure general citation share or organic visibility, and it does not establish a longer-term trend.
- How many actors on this panel are platforms?
- 7 of the 10 actors on this panel are platforms (social, discussion or general-purpose); the other 3 are domains that are not platforms.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · November 2–8, 2026 · what this card does not claim
- Observes the observed AI answer 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, November 2026; not generalisable beyond this market and window.
Method & source
This card examines Google AI Overview openings for Premium Education US Northeast, observed on Google desktop from the United States during November 2–8, 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.
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
This card does not measure general citation share or organic visibility, and it does not establish a longer-term trend.
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 2026-11-10 · Governed capture ID · pr_1794157005021_37g3kq
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.
Right of replyNamed in this reading? Submit a correction or a response.
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 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.
Method & SourceContinue the reading
The Premium Education US Northeast room places this AI Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, November 2–8, 2026, Premium Education US Northeast is also read in the Organic Ranking — Top 5 table; each keeps its own reading basis. An earlier AI Citation Ranking — Top 5 table for Premium Education US Northeast provides additional context; it records Oct 26 – Nov 1, 2026. An earlier Query Spotlight table for Premium Education US Northeast provides additional context; it records Oct 26 – Nov 1, 2026.
The Dubai / Abu Dhabi reading and Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for November 2–8, 2026; compare the stated reading bases before drawing a cross-market conclusion.
