— 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 across the 7-run window September 21–27, 2026, recording 21.15% of all AI answer openings observed over the period.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- September 21–27, 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 queries in the US Northeast, AI reaches for platforms first — and no specialist institution controls the opening.”
Quick answer
The top-10 panel is led by a general-purpose platform, not a focused education domain.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
youtube.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education US Northeast across 7 comparable scheduled runs in the observation period September 21–27, 2026, at 21.15% AI opening share on this market. The top 3 actors together hold more than the remaining 7 combined, yet the panel below youtube.com is compressed: the 9 sources behind youtube.com range from 10.35% down to 3.96%. Five of the governed top-10 actors are general-purpose or social platforms — youtube.com, reddit.com, facebook.com, quora.com, and instagram.com — while focused domains such as boardingschoolreview.com, orieladmissions.com, usnews.com, and niche.com fill the remaining non-platform positions. The spread between the rank-1 and rank-10 actor is 17.18 percentage points, but the trailing group itself sits within a narrow band, making the middle and lower positions closely contested on this surface.
Core metric
AIO opening control — top 10 · Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 21.15% AI opening share | opening in 7/7 runs |
| reddit.com | #2 | 10.35% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #3 | 10.13% AI opening share | opening in 7/7 runs |
| facebook.com | #4 | 8.15% AI opening share | opening in 7/7 runs |
| quora.com | #5 | 7.93% AI opening share | opening in 7/7 runs |
| orieladmissions.com | #6 | 7.27% AI opening share | opening in 7/7 runs |
| usnews.com | #7 | 5.73% AI opening share | opening in 7/7 runs |
| instagram.com | #8 | 4.19% AI opening share | opening in 7/7 runs |
| niche.com | #9 | 4.19% AI opening share | opening in 7/7 runs |
| en.wikipedia.org | #10 | 3.96% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
youtube.com holds the strongest AI opening share on this market in this card scope, at 21.15%. It opened AI answers on 7 of 7 comparable runs, and as a general-purpose platform it sits at the top of a surface where no specialist education domain comes close on cumulative opening volume over the period.
reddit.com records 10.35% AI opening share on this market and sits 10.79 percentage points behind youtube.com on AI opening share on this market. A user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs, holding the second position on the period-wide ranking.
boardingschoolreview.com records 10.13% AI opening share on this market, the highest share among focused sources on this panel. It sits 11.01 percentage points behind youtube.com on AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
facebook.com records 8.15% AI opening share on this market and sits 13.00 percentage points behind youtube.com. As a social platform, it opened AI answers on 7 of 7 comparable runs, occupying the fourth position on the period-wide ranking.
quora.com records 7.93% AI opening share on this market, sitting 13.22 percentage points behind youtube.com. A discussion platform, it opened AI answers on 7 of 7 comparable runs and trails facebook.com by a narrow margin on cumulative opening volume.
orieladmissions.com records 7.27% AI opening share on this market and sits 13.88 percentage points behind youtube.com. A focused source on this surface, it opened AI answers on 7 of 7 comparable runs.
usnews.com records 5.73% AI opening share on this market and sits 15.42 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, occupying the seventh position in the period-wide ranking.
instagram.com records 4.19% AI opening share on this market and sits 16.96 percentage points behind youtube.com. A social platform, it opened AI answers on 7 of 7 comparable runs.
niche.com records 4.19% AI opening share on this market, matching instagram.com on the metric but holding a separate governed rank. It sits 16.96 percentage points behind youtube.com and opened AI answers on 7 of 7 comparable runs.
en.wikipedia.org records 3.96% AI opening share on this market and sits 17.18 percentage points behind youtube.com. It opened AI answers on 5 of 7 comparable runs, the only actor on the governed panel that did not open AI answers in every run of the window.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
The panel is platform-heavy
The panel is platform-heavy: five of the governed top-10 positions belong to general-purpose or social platforms, while four focused domains and one general-purpose platform round out the surface. The top 3 actors together hold more than the remaining 7 combined, yet concentration is moderate — youtube.com at 21.15% holds a clear lead, but the 9 sources behind youtube.com range from 10.35% down to 3.96%, keeping the trailing group compressed rather than sharply tiered. 9 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 1 opened AI answers in fewer runs. The surface reads as a contest between platforms that aggregate user-generated content and a small set of focused education-adjacent domains.
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
youtube.com holds the rank-1 position on this AI Overview opening-control rail across the 7-run window, yet it is a general-purpose platform with no specialization in premium education. The fact that AI reaches for a video platform first — ahead of every focused education domain on the panel — reframes what 'opening authority' means on this surface: it reflects the content AI selects to open an answer, not the content a prospective student or parent might expect to find.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 2026
The observed opening-control rail signals that AI Overview answers on premium education queries in the US Northeast draw their opening sources from a mix of platforms and focused domains, with no single specialist institution controlling the primacy slot across the 7-run window. This observation suggests that monitoring AI opening share on this market requires tracking platform visibility alongside specialist-domain visibility, because the surface does not default to education-specific sources when constructing its opening answers.
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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:
- September 21–27, 2026
- Published:
- September 29, 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 4b1441fc7a6da0c0
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-september-21-27-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: September 21–27, 2026 (2026-09-21/2026-09-27) Published: September 29, 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-september-21-27-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-september-21-27-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Premium Education US Northeast market across the 7-run window September 21–27, 2026, recording 21.15% of all AI answer openings observed over the period. Key facts: • youtube.com: 21% AI opening share · opening in 7/7 runs • reddit.com: 10% AI opening share · opening in 7/7 runs • boardingschoolreview.com: 10% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (September 21–27, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 21.15% AI opening share · opening in 7/7 runs — #1 2. reddit.com — 10.35% AI opening share · opening in 7/7 runs — #2 3. boardingschoolreview.com — 10.13% AI opening share · opening in 7/7 runs — #3 4. facebook.com — 8.15% AI opening share · opening in 7/7 runs — #4 5. quora.com — 7.93% AI opening share · opening in 7/7 runs — #5 6. orieladmissions.com — 7.27% AI opening share · opening in 7/7 runs — #6 7. usnews.com — 5.73% AI opening share · opening in 7/7 runs — #7 8. instagram.com — 4.19% AI opening share · opening in 7/7 runs — #8 9. niche.com — 4.19% AI opening share · opening in 7/7 runs — #9 10. en.wikipedia.org — 3.96% AI opening share · opening in 5/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Premium Education US Northeast in the United States on Google desktop across 7 comparable scheduled runs in the observation period September 21–27, 2026. The panel ranks the top-10 actors by cumulative AI opening share on this market, aggregated from 105 observed queries. Per-actor values reflect the sum of each actor's openings across all comparable runs divided by one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. 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, September 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · September 21–27, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1790526022240_3ii2ta. 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 (September 29, 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-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: 4b1441fc7a6da0c0
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 · September 21–27, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1790526022240_3ii2ta. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure?
- AI opening share measures which domain AI Overviews reach for first when constructing an answer. It captures the opening-control position — who opens the AI answer — not general citation frequency and not organic search ranking.
- Does this card prove a longer-term pattern?
- This card covers 7 comparable scheduled runs in the window September 21–27, 2026. Positions and shares reflect that defined range only. This observation does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why do instagram.com and niche.com show the same AI opening share but different ranks?
- Both actors record 4.19% AI opening share on this market. They are tied on the metric value, but the governed ranking applies a deterministic tie-break that assigns each actor a distinct position. The tie reflects identical cumulative opening volume over the period, not identical rank.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · September 21–27, 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, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview opening-control rail for Premium Education US Northeast in the United States on Google desktop across 7 comparable scheduled runs in the observation period September 21–27, 2026. The panel ranks the top-10 actors by cumulative AI opening share on this market, aggregated from 105 observed queries. Per-actor values reflect the sum of each actor's openings across all comparable runs divided by one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window.
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, September 21–27, 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 2026-09-29 · Governed capture ID · pr_1790526022240_3ii2ta
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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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 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, September 21–27, 2026, Premium Education US Northeast is also read in the AI Citation Ranking — Top 5 table, the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis.
The Dubai Abu Dhabi reading and Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for September 21–27, 2026; compare the stated reading bases before drawing a cross-market conclusion.
