— 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 the Premium Education US Northeast market at 24.53%, accumulated across 7 comparable scheduled runs in the observation period October 5–11, 2026.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- October 5–11, 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
“When AI answers Premium Education US Northeast queries, platforms — not institutions — control the opening slot across the top-10 panel.”
Quick answer
youtube.com holds the strongest AI opening share on the Premium Education US Northeast market at 24.53%, accumulated across 7 comparable scheduled runs in the observation period October 5–11, 2026.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
youtube.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education US Northeast across the 7-run window, at 24.53% of all observed AI answer openings over the period. The top 3 actors together hold more than the remaining 7 combined. The 9 sources behind youtube.com range from 11.49% down to 4.04%, a spread of 20.50 percentage points between the first and last positions. The surface is structurally open to focused sources: boardingschoolreview.com and niche.com both appear on the panel alongside social platforms, yet no single actor commands a majority of AI answer openings across this window.
Core metric
AIO opening control — top 10 · Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 24.53% AI opening share | opening in 7/7 runs |
| quora.com | #2 | 11.49% AI opening share | opening in 7/7 runs |
| instagram.com | #3 | 7.76% AI opening share | opening in 7/7 runs |
| reddit.com | #4 | 7.45% AI opening share | opening in 7/7 runs |
| facebook.com | #5 | 7.14% AI opening share | opening in 6/7 runs |
| boardingschoolreview.com | #6 | 6.21% AI opening share | opening in 7/7 runs |
| niche.com | #7 | 5.28% AI opening share | opening in 6/7 runs |
| orieladmissions.com | #8 | 4.66% AI opening share | opening in 4/7 runs |
| linkedin.com | #9 | 4.04% AI opening share | opening in 6/7 runs |
| usnews.com | #10 | 4.04% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
youtube.com holds the strongest AI opening share on this market at 24.53%, accumulated over the 7-run window. It opened AI answers on 7 of 7 comparable runs — a consistent opening-control signal across the full period.
quora.com records 11.49% AI opening share on this market and sits 13.04 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, placing it as a user-generated / discussion platform on this opening-control rail.
instagram.com records 7.76% AI opening share on this market and sits 16.77 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs — a social platform occupying the third position in the period-wide ranking.
reddit.com records 7.45% AI opening share on this market and sits 17.08 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, making it a user-generated / discussion platform on this surface across the window.
facebook.com records 7.14% AI opening share on this market and sits 17.39 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs — a social platform present on nearly every run in the window.
boardingschoolreview.com records 6.21% AI opening share on this market and sits 18.32 percentage points behind youtube.com. As a focused source rather than a general-purpose platform, it opened AI answers on 7 of 7 comparable runs — a niche domain on this surface.
niche.com records 5.28% AI opening share on this market and sits 19.25 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, occupying the panel as a niche domain alongside the larger platforms.
orieladmissions.com records 4.66% AI opening share on this market and sits 19.88 percentage points behind youtube.com. It opened AI answers on 4 of 7 comparable runs — an intermittent signal from a focused source on this opening-control rail.
linkedin.com records 4.04% AI opening share on this market and sits 20.50 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, appearing as a social platform at the ninth position in the period-wide ranking.
usnews.com records 4.04% AI opening share on this market and sits 20.50 percentage points behind youtube.com. It opened AI answers on 5 of 7 comparable runs — a visible domain with intermittent presence on this surface across the window.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
The panel is top-heavy
The panel is top-heavy: the top 3 actors together hold more than the remaining 7 combined, and youtube.com alone accounts for the largest single share. The surface is platform-dominated — six of the governed top-10 positions belong to general-purpose or social platforms, while focused sources such as boardingschoolreview.com, niche.com, and orieladmissions.com occupy the remaining positions. Presence frequency splits evenly: 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs. The 9 sources behind youtube.com range from 11.49% down to 4.04%, producing a compressed trailing field where no single challenger separates decisively from the rest.
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
youtube.com's rank-1 position on the AI Overview opening-control rail for a premium education market is structurally notable: the surface that decides who AI reaches for first on US Northeast education queries is controlled not by an educational institution or an admissions-focused domain, but by a general-purpose platform. The presence of boardingschoolreview.com and orieladmissions.com on the same panel signals that focused sources can reach the opening slot, but their cumulative opening volume across the window remains far behind the platform tier.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 2026
This observation signals that the AI Overview opening-control surface for Premium Education US Northeast is structurally open — platforms hold the volume, but niche domains maintain presence across the window. For any institution or operator monitoring AI visibility on this market, the opening slot is not locked: the spread of 20.50 percentage points between the first and last positions, combined with the mix of platforms and focused sources, suggests the surface remains contestable rather than settled.
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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:
- October 5–11, 2026
- Published:
- October 13, 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 df410cd7b2cc7351
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-october-5-11-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: October 5–11, 2026 (2026-10-05/2026-10-11) Published: October 13, 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-october-5-11-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-october-5-11-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Premium Education US Northeast market at 24.53%, accumulated across 7 comparable scheduled runs in the observation period October 5–11, 2026. Key facts: • youtube.com: 25% AI opening share · opening in 7/7 runs • quora.com: 11% AI opening share · opening in 7/7 runs • instagram.com: 8% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (October 5–11, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 24.53% AI opening share · opening in 7/7 runs — #1 2. quora.com — 11.49% AI opening share · opening in 7/7 runs — #2 3. instagram.com — 7.76% AI opening share · opening in 7/7 runs — #3 4. reddit.com — 7.45% AI opening share · opening in 7/7 runs — #4 5. facebook.com — 7.14% AI opening share · opening in 6/7 runs — #5 6. boardingschoolreview.com — 6.21% AI opening share · opening in 7/7 runs — #6 7. niche.com — 5.28% AI opening share · opening in 6/7 runs — #7 8. orieladmissions.com — 4.66% AI opening share · opening in 4/7 runs — #8 9. linkedin.com — 4.04% AI opening share · opening in 6/7 runs — #9 10. usnews.com — 4.04% AI opening share · opening in 5/7 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 October 5–11, 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, October 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · October 5–11, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791734834943_dd7s4m. 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 13, 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-october-5-11-2026 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: df410cd7b2cc7351
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 · October 5–11, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791734834943_dd7s4m. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share captures which source is cited at the very opening of an AI Overview answer — the primacy slot. It does not measure general citation frequency across the full AI answer, and it does not reflect organic search rankings.
- Does this card prove a longer-term trend in AI opening behavior?
- No. This observation covers 7 comparable scheduled runs in the observation period October 5–11, 2026. AI Overview opening behavior is volatile across queries, models, and dates. This observation does not establish a longer-term trend.
- Why do platforms appear so prominently on a premium education market panel?
- The card observes which sources AI Overviews reach for first when answering this market's queries. The panel reflects AI engine behavior on the observed surface, not the real business market. Platform prominence here is a surface-level observation, not a claim about educational authority or market ownership.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · October 5–11, 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, October 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 October 5–11, 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
Period observation across 7 comparable scheduled runs in the observation period October 5–11, 2026. AI Overview opening-control evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about general citation share or organic visibility.
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 2026-10-13 · Governed capture ID · pr_1791734834943_dd7s4m
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.
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Submit a statement → right-of-reply@theobservatory.ioHow we read this
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.
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, October 5–11, 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 Sep 28 – Oct 4, 2026. An earlier Query Spotlight table for Premium Education US Northeast provides additional context; it records Sep 28 – Oct 4, 2026.
The Dubai Abu Dhabi reading and Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for October 5–11, 2026; compare the stated reading bases before drawing a cross-market conclusion.
