— 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 16.48%, observed across 7 comparable scheduled runs in the observation period July 20–26, 2026.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- July 20–26, 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, platforms — not institutions — open the AI answers.”
Quick answer
reddit.com follows at 15.64%, sitting 0.84 percentage points behind.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 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 July 20–26, 2026, at 16.48%. The top 3 actors together hold more than the remaining 7 combined, yet the gap between the rank-1 and rank-3 positions is narrow: niche.com sits 1.12 percentage points behind youtube.com at 15.36%, and reddit.com sits 0.84 percentage points behind at 15.64%. The non-obvious read is the composition of that top tier: two of the three leading actors are general-purpose platforms, while the third — niche.com — is a focused source. Below this contested cluster, the 9 sources behind youtube.com range from 15.64% down to 3.07%, with a sharp drop after the top three into single-digit shares.
Core metric
AIO opening control — top 10 · Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 16.48% AI opening share | opening in 7/7 runs |
| reddit.com | #2 | 15.64% AI opening share | opening in 7/7 runs |
| niche.com | #3 | 15.36% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #4 | 9.22% AI opening share | opening in 7/7 runs |
| usnews.com | #5 | 7.82% AI opening share | opening in 7/7 runs |
| quora.com | #6 | 5.31% AI opening share | opening in 7/7 runs |
| en.wikipedia.org | #7 | 3.63% AI opening share | opening in 7/7 runs |
| orieladmissions.com | #8 | 3.63% AI opening share | opening in 5/7 runs |
| eduavenues.com | #9 | 3.35% AI opening share | opening in 6/7 runs |
| executiveeducation.wharton.upenn.edu | #10 | 3.07% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 2026
youtube.com holds the strongest AI opening share on this market at 16.48% across the 7-run window. As a general-purpose platform, it opened AI answers on 7 of 7 comparable runs — one of 7 actors on the panel to do so.
reddit.com records 15.64% AI opening share on this market, sitting 0.84 percentage points behind youtube.com. A user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs, keeping the gap to the rank-1 position razor-thin across the window.
niche.com records 15.36% AI opening share on this market, sitting 1.12 percentage points behind youtube.com. It is the highest-ranked focused source on this panel and opened AI answers on 7 of 7 comparable runs.
boardingschoolreview.com records 9.22% AI opening share on this market, sitting 7.26 percentage points behind youtube.com. A niche domain, it opened AI answers on 7 of 7 comparable runs — present across the full window despite its single-digit share.
usnews.com records 7.82% AI opening share on this market, sitting 8.66 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, occupying a mid-panel position on the opening-control rail.
quora.com records 5.31% AI opening share on this market, sitting 11.17 percentage points behind youtube.com. Another general-purpose platform, it opened AI answers on 7 of 7 comparable runs but accumulated a markedly smaller share than the top-three cluster.
en.wikipedia.org records 3.63% AI opening share on this market, sitting 12.85 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, yet its cumulative opening volume places it in the lower portion of the panel.
orieladmissions.com records 3.63% AI opening share on this market, matching en.wikipedia.org on the metric but opening AI answers on 5 of 7 comparable runs — one of the three actors on the panel that did not appear in every run.
eduavenues.com records 3.35% AI opening share on this market, sitting 13.13 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, placing it among the lower-frequency actors on the panel.
executiveeducation.wharton.upenn.edu
executiveeducation.wharton.upenn.edu records 3.07% AI opening share on this market, sitting 13.41 percentage points behind youtube.com. It opened AI answers on 5 of 7 comparable runs and holds the rank-10 position on this opening-control rail across the window.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 2026
The panel splits into a tight top-three cluster and a long,
The panel splits into a tight top-three cluster and a long, dispersed tail. The top 3 actors together hold more than the remaining 7 combined, yet within that cluster the spread is only 1.12 percentage points — making the contest for the rank-1 position genuinely open. Below the cluster, a clear structural break separates the top three from the rest: boardingschoolreview.com at rank 4 already sits 7.26 percentage points behind youtube.com. The surface is platform-heavy: four of the governed top-10 actors are general-purpose or discussion platforms, while the remaining six are focused or niche domains. Presence across the window is high — 7 of the 10 actors on the panel opened AI answers in all 7 comparable runs, with 3 opening AI answers in fewer runs.
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 2026
youtube.com's rank-1 position on this AI Overview opening-control rail is notable because it is a general-purpose video platform, not a domain specializing in premium education. The opening-control surface for this market is shaped more by platform reach than by subject-matter focus — a structural feature that distinguishes the AI-answer layer from what a reader might expect of a specialist education market.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 2026
The observed opening-control rail signals that AI Overviews on Premium Education US Northeast queries reach for platforms first. The contested, narrow gap at the top of the panel — 0.84 percentage points between youtube.com and reddit.com, 1.12 between youtube.com and niche.com — suggests that no single source has locked in the primacy slot on this surface across the 7-run window. For any institution or specialist domain monitoring AI visibility on this market, the observation reframes the question: the opening-control rail is not yet shaped by education-specific authority on this observed surface.
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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:
- July 20–26, 2026
- Published:
- July 28, 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 fcd53a62a872de02
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-july-20-26-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: July 20–26, 2026 (2026-07-20/2026-07-26) Published: July 28, 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-july-20-26-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-july-20-26-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Premium Education US Northeast market at 16.48%, observed across 7 comparable scheduled runs in the observation period July 20–26, 2026. Key facts: • youtube.com: 16% AI opening share · opening in 7/7 runs • reddit.com: 16% AI opening share · opening in 7/7 runs • niche.com: 15% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (July 20–26, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 16.48% AI opening share · opening in 7/7 runs — #1 2. reddit.com — 15.64% AI opening share · opening in 7/7 runs — #2 3. niche.com — 15.36% AI opening share · opening in 7/7 runs — #3 4. boardingschoolreview.com — 9.22% AI opening share · opening in 7/7 runs — #4 5. usnews.com — 7.82% AI opening share · opening in 7/7 runs — #5 6. quora.com — 5.31% AI opening share · opening in 7/7 runs — #6 7. en.wikipedia.org — 3.63% AI opening share · opening in 7/7 runs — #7 8. orieladmissions.com — 3.63% AI opening share · opening in 5/7 runs — #8 9. eduavenues.com — 3.35% AI opening share · opening in 6/7 runs — #9 10. executiveeducation.wharton.upenn.edu — 3.07% 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, aggregated from 105 observed queries across 7 comparable scheduled runs in the observation period July 20–26, 2026. The governed panel ranks the top-10 actors by cumulative AI opening volume over the period, using one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs. The primary metric is AI opening share on this market. 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, July 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · July 20–26, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791427638453_9upqju. 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 28, 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-july-20-26-2026 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: fcd53a62a872de02
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 · July 20–26, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791427638453_9upqju. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure?
- AI opening share captures which source AI Overviews reach for first when constructing an answer. It measures the primacy slot — who opens the AI answer — not general citation share and not organic search ranking.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It aggregates 105 queries across 7 comparable scheduled runs in the window July 20–26, 2026. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why are platforms ranked above education-specific domains?
- The card observes what AI Overviews actually cite at the opening of their answers on this market's queries. It does not measure institutional quality, reputation, or business-market standing. The surface reflects AI-engine sourcing behavior, not an editorial judgment.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · July 20–26, 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, July 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, aggregated from 105 observed queries across 7 comparable scheduled runs in the observation period July 20–26, 2026. The governed panel ranks the top-10 actors by cumulative AI opening volume over the period, using one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs. The primary metric is AI opening share on this market.
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, July 20–26, 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 2026-07-28 · Governed capture ID · pr_1791427638453_9upqju
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, July 20–26, 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 Geneva / Lausanne / Zurich reading and London reading examine the same AI Overview Ranking — Top 10 for July 20–26, 2026; compare the stated reading bases before drawing a cross-market conclusion.
