— 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 June 29 – July 5, 2026, recording 18.57% of all AI answer openings observed over the period.
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- Market
- Premium Education US Northeast
- Location
- Boston / New York
- Observed period
- Jun 29 – Jul 5, 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
“Platforms, not institutions, open AI answers on the Premium Education US Northeast surface.”
Quick answer
youtube.com follows at 17.86%, sitting 0.71 percentage points behind reddit.com on AI opening share on this market.
Key reading
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 2026
reddit.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education US Northeast across the 7-run window from June 29 – July 5, 2026, at 18.57%. youtube.com sits just 0.71 percentage points behind it, and the top 3 actors together hold more than the remaining 7 combined. The 9 sources behind reddit.com range from 17.86% down to 2.50%, a spread of 16.07 percentage points from the panel's top to its bottom. The surface is structurally open: two general-purpose platforms occupy the top two positions, while education-focused domains begin only at the third rank with niche.com at 9.29%. 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 · Jun 29 – Jul 5, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 18.57% AI opening share | opening in 7/7 runs |
| youtube.com | #2 | 17.86% AI opening share | opening in 7/7 runs |
| niche.com | #3 | 9.29% AI opening share | opening in 7/7 runs |
| usnews.com | #4 | 8.57% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #5 | 6.79% AI opening share | opening in 6/7 runs |
| quora.com | #6 | 5.71% AI opening share | opening in 7/7 runs |
| en.wikipedia.org | #7 | 5.00% AI opening share | opening in 6/7 runs |
| solomonadmissions.com | #8 | 4.64% AI opening share | opening in 6/7 runs |
| executiveeducation.wharton.upenn.edu | #9 | 4.29% AI opening share | opening in 6/7 runs |
| princetonreview.com | #10 | 2.50% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 18.57%, accumulated across all 7 comparable runs. As a general-purpose platform, reddit.com opened AI answers on 7 of 7 comparable runs — one of 5 actors on the panel to do so.
youtube.com records 17.86% AI opening share on this market, sitting 0.71 percentage points behind reddit.com on AI opening share on this market. Like reddit.com, youtube.com is a general-purpose platform and opened AI answers on 7 of 7 comparable runs.
niche.com records 9.29% AI opening share on this market, the highest-ranked focused source on this panel. It sits 9.29 percentage points behind reddit.com on AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
usnews.com records 8.57% AI opening share on this market, sitting 10.00 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, placing it among the panel's most frequently appearing sources across the window.
boardingschoolreview.com records 6.79% AI opening share on this market and sits 11.79 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, one run fewer than the top four actors.
quora.com records 5.71% AI opening share on this market, a user-generated discussion platform sitting 12.86 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs — one of 5 actors on the panel to do so.
en.wikipedia.org records 5.00% AI opening share on this market and sits 13.57 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs.
solomonadmissions.com records 4.64% AI opening share on this market, a focused source sitting 13.93 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs.
executiveeducation.wharton.upenn.edu
executiveeducation.wharton.upenn.edu records 4.29% AI opening share on this market, the only institutional subdomain on the governed panel. It sits 14.29 percentage points behind reddit.com and opened AI answers on 6 of 7 comparable runs.
princetonreview.com records 2.50% AI opening share on this market, the lowest value on the panel. It sits 16.07 percentage points behind reddit.com and opened AI answers on 5 of 7 comparable runs — the fewest of any actor on this panel.
Pattern on the observed surface
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 2026
The panel is top-heavy and platform-led
The panel is top-heavy and platform-led. The top 3 actors together hold more than the remaining 7 combined, and the two highest positions belong to general-purpose platforms — reddit.com and youtube.com — rather than education-focused domains. Below them, the surface fragments into a long gradient of focused sources and niche domains. The 9 sources behind reddit.com range from 17.86% down to 2.50%. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs. The mix of platforms and specialist domains on this rail means AI is drawing its opening answers from a structurally diverse set of source types.
Why this reading matters
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 2026
reddit.com's position at the top of this opening-control rail is notable because it is a user-generated discussion platform, not an education-specific source. The fact that AI reaches for community-generated content first — ahead of every focused education domain on the panel — reframes what counts as a credible opening source on this surface for Premium Education US Northeast queries.
Market implication
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 2026
The opening-control rail for Premium Education US Northeast is structurally open to platforms. reddit.com and youtube.com together account for the panel's two largest shares, and the top 3 actors together hold more than the remaining 7 combined. For any institution or focused source monitoring its AI visibility, this observation signals that the primacy slot on this surface is occupied by general-purpose platforms across the 7-run window — not by education-specialist domains. The spread of 16.07 percentage points from top to bottom underscores the distance between the panel's lead and its trailing edge.
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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:
- Jun 29 – Jul 5, 2026
- Published:
- July 7, 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 baabcb64f5d46024
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-june-29-to-july-5-2026 Scope: Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Jun 29 – Jul 5, 2026 (2026-06-29/2026-07-05) Published: July 7, 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-june-29-to-july-5-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-june-29-to-july-5-2026/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 June 29 – July 5, 2026, recording 18.57% of all AI answer openings observed over the period. Key facts: • reddit.com: 19% AI opening share · opening in 7/7 runs • youtube.com: 18% AI opening share · opening in 7/7 runs • niche.com: 9% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Jun 29 – Jul 5, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 18.57% AI opening share · opening in 7/7 runs — #1 2. youtube.com — 17.86% AI opening share · opening in 7/7 runs — #2 3. niche.com — 9.29% AI opening share · opening in 7/7 runs — #3 4. usnews.com — 8.57% AI opening share · opening in 7/7 runs — #4 5. boardingschoolreview.com — 6.79% AI opening share · opening in 6/7 runs — #5 6. quora.com — 5.71% AI opening share · opening in 7/7 runs — #6 7. en.wikipedia.org — 5.00% AI opening share · opening in 6/7 runs — #7 8. solomonadmissions.com — 4.64% AI opening share · opening in 6/7 runs — #8 9. executiveeducation.wharton.upenn.edu — 4.29% AI opening share · opening in 6/7 runs — #9 10. princetonreview.com — 2.50% 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 June 29 – July 5, 2026. The panel ranks the top 10 actors by 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, July 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US Northeast · Boston / New York · AI Overview · Google · Desktop · Jun 29 – Jul 5, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791426557738_7a8t89. 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 7, 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-june-29-to-july-5-2026 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: baabcb64f5d46024
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 · Jun 29 – Jul 5, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791426557738_7a8t89. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI opening share measure?
- AI opening share measures which source AI Overviews reach for first when constructing an answer. It captures the opening-control position — the actor cited at the start of the AI-generated response — not general citation frequency and not organic search ranking.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It aggregates 7 comparable scheduled runs across the window from June 29 – July 5, 2026. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why are platforms ranked above education-focused domains?
- The panel reflects what AI Overviews actually cited at the opening position across 105 observed queries over the 7-run window. The ranking is based on cumulative opening volume over the period. This card does not explain why AI selects one source over another — it observes which sources were selected.
Scope and limitations
Premium Education US Northeast · Boston / New York · AI Overview · Jun 29 – Jul 5, 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 United States on Google desktop across 7 comparable scheduled runs in the observation period from June 29 – July 5, 2026. The panel ranks the top 10 actors by 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, June 29 – July 5, 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 2026-07-07 · Governed capture ID · pr_1791426557738_7a8t89
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, Jun 29 – Jul 5, 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 London reading and San Francisco Bay Area / Los Angeles reading examine the same AI Overview Ranking — Top 10 for Jun 29 – Jul 5, 2026; compare the stated reading bases before drawing a cross-market conclusion.
