— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education US Northeast, Boston / New York?
reddit.com holds the strongest AI opening share on the Premium Education US Northeast market across the 7-run window from August 17–23, 2026, recording 26.54% of all AI Overview openings observed over the period.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- August 17–23, 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
“A discussion platform opens AI answers ahead of every specialist domain on the Premium Education US Northeast surface.”
Quick answer
The top-10 panel spans a 22.84 percentage-point spread from first to last.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
reddit.com holds the rank-1 position on the period-wide AI Overview opening-control ranking for Premium Education US Northeast, accumulating 26.54% of all observed openings across 7 comparable scheduled runs from August 17–23, 2026. boardingschoolreview.com sits 13.58 percentage points behind reddit.com on AI opening share on this market, recording 12.96%. The top 3 actors together hold more than the remaining 7 combined. Behind the top three, the 9 sources behind reddit.com range from 12.96% down to 3.70%, with niche domains, focused sources, and additional platforms sharing the lower portion of the rail. The surface reads as top-heavy: one platform commands the opening slot at more than double the rate of any single focused source, while the rest of the panel distributes the remaining volume thinly.
Core metric
AIO opening control — top 10 · Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 26.54% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #2 | 12.96% AI opening share | opening in 7/7 runs |
| usnews.com | #3 | 9.26% AI opening share | opening in 7/7 runs |
| niche.com | #4 | 7.72% AI opening share | opening in 6/7 runs |
| youtube.com | #5 | 7.10% AI opening share | opening in 7/7 runs |
| orieladmissions.com | #6 | 6.17% AI opening share | opening in 7/7 runs |
| en.wikipedia.org | #7 | 4.63% AI opening share | opening in 7/7 runs |
| facebook.com | #8 | 4.63% AI opening share | opening in 6/7 runs |
| executiveeducation.wharton.upenn.edu | #9 | 4.32% AI opening share | opening in 6/7 runs |
| eduavenues.com | #10 | 3.70% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 26.54%. It opened AI answers on 7 of 7 comparable runs, and sits 13.58 percentage points ahead of the next actor on the panel — a gap that marks it as the clear period-wide leader on this opening-control rail.
boardingschoolreview.com records 12.96% AI opening share on this market, placing it as the highest-ranked focused source on the panel. It opened AI answers on 7 of 7 comparable runs and sits 13.58 percentage points behind reddit.com on AI opening share on this market.
usnews.com records 9.26% AI opening share on this market and sits 17.28 percentage points behind reddit.com on AI opening share on this market. It opened AI answers on 7 of 7 comparable runs, anchoring the middle tier of the panel.
niche.com records 7.72% AI opening share on this market and sits 18.83 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, one of the four actors on the panel that did not carry signal in every run.
youtube.com records 7.10% AI opening share on this market, making it the second general-purpose platform on the panel. It opened AI answers on 7 of 7 comparable runs and sits 19.44 percentage points behind reddit.com on AI opening share on this market.
orieladmissions.com records 6.17% AI opening share on this market. It opened AI answers on 7 of 7 comparable runs and sits 20.37 percentage points behind reddit.com on AI opening share on this market — a niche domain holding a narrow slice of the opening rail.
en.wikipedia.org records 4.63% AI opening share on this market. As a general-purpose platform, it sits 21.91 percentage points behind reddit.com on AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
facebook.com records 4.63% AI opening share on this market, matching en.wikipedia.org on the metric but placed one position lower in the governed ranking. It opened AI answers on 6 of 7 comparable runs and sits 21.91 percentage points behind reddit.com.
executiveeducation.wharton.upenn.edu
executiveeducation.wharton.upenn.edu records 4.32% AI opening share on this market. It opened AI answers on 6 of 7 comparable runs and sits 22.22 percentage points behind reddit.com — a focused source near the bottom of the governed panel.
eduavenues.com records 3.70% AI opening share on this market, the lowest value on the governed top-10 panel. It opened AI answers on 5 of 7 comparable runs and sits 22.84 percentage points behind reddit.com on AI opening share on this market.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
The panel is sharply top-heavy
The panel is sharply top-heavy. The top 3 actors together hold more than the remaining 7 combined. Below the rank-1 position, the 9 sources behind reddit.com range from 12.96% down to 3.70%. The surface mixes general-purpose platforms — reddit.com, youtube.com, en.wikipedia.org, facebook.com — with focused and niche domains such as boardingschoolreview.com, usnews.com, niche.com, orieladmissions.com, executiveeducation.wharton.upenn.edu, and eduavenues.com. 6 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 4 opened AI answers in fewer runs. The concentration at the top and the platform-heavy composition suggest that AI Overview opening behavior on this market leans toward aggregator and discussion sources rather than specialist education domains.
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
reddit.com's rank-1 position on the AI Overview opening-control rail for a premium education market is structurally notable: the source that AI reaches for first across 105 observed queries is a user-generated discussion platform, not a specialist education domain or an institutional subdomain. Only one institutional subdomain — executiveeducation.wharton.upenn.edu — appears on the governed top-10 panel at all, and it sits at 4.32%.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 2026
This observation signals that the AI Overview opening-control surface for Premium Education US Northeast across the 7-run window is shaped more by general-purpose platforms than by specialist education sources. The opening rail's concentration around reddit.com — with a 22.84 percentage-point spread between rank 1 and rank 10 — suggests that AI answer construction on this market draws heavily on discussion-format content for its opening slot. Monitoring whether focused education domains gain or lose share on this rail in future windows would clarify whether this pattern is a structural feature of the surface or a transient configuration.
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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:
- August 17–23, 2026
- Published:
- August 25, 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 412d33e69d632ae6
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-august-17-23-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: August 17–23, 2026 (2026-08-17/2026-08-23) Published: August 25, 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-august-17-23-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-august-17-23-2026/citation.txt Reuse terms: https://theobservatory.io/terms reddit.com holds the strongest AI opening share on the Premium Education US Northeast market across the 7-run window from August 17–23, 2026, recording 26.54% of all AI Overview openings observed over the period. Key facts: • reddit.com: 27% AI opening share · opening in 7/7 runs • boardingschoolreview.com: 13% AI opening share · opening in 7/7 runs • usnews.com: 9% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (August 17–23, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 26.54% AI opening share · opening in 7/7 runs — #1 2. boardingschoolreview.com — 12.96% AI opening share · opening in 7/7 runs — #2 3. usnews.com — 9.26% AI opening share · opening in 7/7 runs — #3 4. niche.com — 7.72% AI opening share · opening in 6/7 runs — #4 5. youtube.com — 7.10% AI opening share · opening in 7/7 runs — #5 6. orieladmissions.com — 6.17% AI opening share · opening in 7/7 runs — #6 7. en.wikipedia.org — 4.63% AI opening share · opening in 7/7 runs — #7 8. facebook.com — 4.63% AI opening share · opening in 6/7 runs — #8 9. executiveeducation.wharton.upenn.edu — 4.32% AI opening share · opening in 6/7 runs — #9 10. eduavenues.com — 3.70% 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 United States on Google desktop across 7 comparable scheduled runs in the observation period from August 17–23, 2026. The panel ranks the top-10 actors by cumulative AI opening share 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, August 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · August 17–23, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787897486665_3zkruf. 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 (August 25, 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-august-17-23-2026 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: 412d33e69d632ae6
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 · August 17–23, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787897486665_3zkruf. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure?
- AI opening share measures how often a given domain is cited at the very opening of an AI Overview answer — the first source the AI reaches for when constructing its response. It is distinct from general citation share, which counts all citations regardless of position within the answer.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It draws on 7 comparable scheduled runs in an observation period from August 17–23, 2026 — enough to identify positioning patterns across the period, but not enough to characterize them as structurally settled.
- Why does a discussion platform lead the opening-control rail on a premium education market?
- AI Overview opening behavior is volatile across queries, models, and dates. The observation that reddit.com accumulated the highest opening share across this 7-run window reflects what the AI surface chose as its opening source during this period. It does not measure organic search ranking, brand authority, or educational quality.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · August 17–23, 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, August 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 United States on Google desktop across 7 comparable scheduled runs in the observation period from August 17–23, 2026. The panel ranks the top-10 actors by cumulative AI opening share 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 (August 17–23, 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 2026-08-25 · Governed capture ID · pr_1787897486665_3zkruf
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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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 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, August 17–23, 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 London reading examine the same AI Overview Ranking — Top 10 for August 17–23, 2026; compare the stated reading bases before drawing a cross-market conclusion.
