— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education US West Coast, San Francisco Bay Area / Los Angeles?
reddit.com holds the strongest AI opening share on the Premium Education US West Coast market across the 7-run window from June 29 – July 5, 2026, recording 22.26% of all AI answer openings observed over the period.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- 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
“On premium education queries across the US West Coast, a discussion platform opens more AI answers than any specialist source.”
Quick answer
niche.com follows at 15.99%.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
reddit.com holds the strongest AI opening share on this market in this period, at 22.26%, with niche.com 6.27 percentage points behind it at 15.99%. The top 3 actors together hold more than the remaining 7 combined, concentrating the opening-control surface around reddit.com, niche.com, and youtube.com. The 9 sources behind reddit.com range from 15.99% down to 2.19%, a spread of 20.06 percentage points between the period's rank-1 and rank-10 actors. The non-obvious read: four of the governed top-10 actors are general-purpose platforms — reddit.com, youtube.com, quora.com, and facebook.com — while focused education sources such as boardingschoolreview.com and executive.berkeley.edu sit in the middle and lower tiers of the panel. With 7 comparable runs in this window, these positions should be read as a current observation of the competitive surface, not as settled long-term standings.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 22.26% AI opening share | opening in 7/7 runs |
| niche.com | #2 | 15.99% AI opening share | opening in 7/7 runs |
| youtube.com | #3 | 10.34% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #4 | 8.78% AI opening share | opening in 7/7 runs |
| usnews.com | #5 | 7.52% AI opening share | opening in 7/7 runs |
| executive.berkeley.edu | #6 | 5.96% AI opening share | opening in 6/7 runs |
| iecaonline.com | #7 | 5.02% AI opening share | opening in 5/7 runs |
| quora.com | #8 | 5.02% AI opening share | opening in 5/7 runs |
| facebook.com | #9 | 3.76% AI opening share | opening in 5/7 runs |
| cardinaleducation.com | #10 | 2.19% AI opening share | opening in 4/7 runs |
How the actors read on the surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
reddit.com holds the rank-1 position on the AI Overview opening-control rail in the period-wide ranking, accumulating 22.26% of all observed AI answer openings across the 7-run window. It opened AI answers on 7 of 7 comparable runs, one of 5 actors on the panel to do so.
niche.com records 15.99% AI opening share on this market and sits 6.27 percentage points behind reddit.com. A focused source that opened AI answers on 7 of 7 comparable runs, it is the highest-ranked domain on this panel that is not a general-purpose platform.
youtube.com records 10.34% AI opening share on this market, sitting 11.91 percentage points behind reddit.com. As a general-purpose platform, it opened AI answers on 7 of 7 comparable runs, anchoring the third position in the period-wide ranking.
boardingschoolreview.com records 8.78% AI opening share on this market and sits 13.48 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, making it one of 5 actors present across every run in the window.
usnews.com records 7.52% AI opening share on this market, 14.73 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, rounding out the group of actors with full presence across the window.
executive.berkeley.edu records 5.96% AI opening share on this market and sits 16.30 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, the first actor on the panel with fewer than full-window presence.
iecaonline.com records 5.02% AI opening share on this market, 17.24 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs.
quora.com records 5.02% AI opening share on this market, matching iecaonline.com on the metric while occupying a distinct governed rank. A user-generated discussion platform, it opened AI answers on 5 of 7 comparable runs.
facebook.com records 3.76% AI opening share on this market and sits 18.50 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs, the fourth social platform on the governed panel.
cardinaleducation.com records 2.19% AI opening share on this market, 20.06 percentage points behind reddit.com. It opened AI answers on 4 of 7 comparable runs, the lowest presence frequency on the panel.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
The panel splits into a platform-heavy upper tier and a spec
The panel splits into a platform-heavy upper tier and a specialist-domain lower tier. The top 3 actors together hold more than the remaining 7 combined, and the 9 sources behind reddit.com range from 15.99% down to 2.19%. General-purpose platforms occupy four of the governed top-10 positions — reddit.com, youtube.com, quora.com, and facebook.com — while focused education sources fill the remaining six. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs. The surface is top-heavy, with the rank-1 actor separated from the rank-10 actor by 20.06 percentage points.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
reddit.com's rank-1 position on this AI opening-control rail is structurally notable: it is a user-generated discussion platform accumulating the highest opening volume on a market defined by premium education queries in the United States. The presence of four social or discussion platforms in the governed top-10 suggests that AI Overviews on this market draw heavily on user-generated content when selecting which source to reach for first.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Jun 29 – Jul 5, 2026
The AI-answer opening layer on this market surface remains open to a wide mix of source types. No single focused education domain has accumulated enough opening volume to separate itself from the platform-heavy upper tier across the observed 7-run window. This observation signals that monitoring AI opening-control share on Premium Education US West Coast requires tracking both specialist domains and general-purpose platforms, since the surface does not favor one source category over the other in the primacy slot.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Premium Education US West Coast · San Francisco Bay Area / Los Angeles
- 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 c5d9f9840131dfb4
Who controls Google's AI Overview for Premium Education US West Coast, San Francisco Bay Area / Los Angeles? Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-june-29-to-july-5-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · 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-san-francisco-bay-area-los-angeles-ai-overview-control-june-29-to-july-5-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-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 West Coast market across the 7-run window from June 29 – July 5, 2026, recording 22.26% of all AI answer openings observed over the period. Key facts: • reddit.com: 22% AI opening share · opening in 7/7 runs • niche.com: 16% AI opening share · opening in 7/7 runs • youtube.com: 10% 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 — 22.26% AI opening share · opening in 7/7 runs — #1 2. niche.com — 15.99% AI opening share · opening in 7/7 runs — #2 3. youtube.com — 10.34% AI opening share · opening in 7/7 runs — #3 4. boardingschoolreview.com — 8.78% AI opening share · opening in 7/7 runs — #4 5. usnews.com — 7.52% AI opening share · opening in 7/7 runs — #5 6. executive.berkeley.edu — 5.96% AI opening share · opening in 6/7 runs — #6 7. iecaonline.com — 5.02% AI opening share · opening in 5/7 runs — #7 8. quora.com — 5.02% AI opening share · opening in 5/7 runs — #8 9. facebook.com — 3.76% AI opening share · opening in 5/7 runs — #9 10. cardinaleducation.com — 2.19% AI opening share · opening in 4/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Premium Education US West Coast in the 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 cumulative AI opening volume over the period, using one single period-wide denominator. Per-actor values are aggregated from 105 observed queries. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. 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 West Coast San Francisco Bay Area / Los Angeles, July 2026; not generalisable beyond this market and window. — The Observatory · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop · Jun 29 – Jul 5, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791407837692_0fov8e. 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 West Coast, San Francisco Bay Area / Los Angeles?. https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-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: c5d9f9840131dfb4
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 West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop · Jun 29 – Jul 5, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791407837692_0fov8e. 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 proportion of AI answer openings attributed to each actor across the observed query set, using one single period-wide denominator. It does not measure general citation share, organic search ranking, or business-market position.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It covers 7 comparable scheduled runs in 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 do platforms appear so prominently on this education market?
- This card observes which sources AI Overviews select at the opening of answers. It does not explain why the AI engine selects a given source. The governed panel shows that four general-purpose platforms appear in the top-10 by cumulative opening volume over the period, but the card does not attribute causation.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · 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 West Coast San Francisco Bay Area / Los Angeles, July 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview opening-control rail for Premium Education US West Coast in the 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 cumulative AI opening volume over the period, using one single period-wide denominator. Per-actor values are aggregated from 105 observed queries. AI Overview opening-control evidence was available on 7 of 7 runs in the comparable window. 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 (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_1791407837692_0fov8e
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 West Coast 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 West Coast 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 Boston / New York reading and London 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.
