— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education US West Coast, San Francisco Bay Area / Los Angeles?
youtube.com holds the strongest AI opening share on the Premium Education US West Coast market at 15.38%, observed across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- Sep 28 – Oct 4, 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 Premium Education US West Coast — and no single source commands the surface.”
Quick answer
youtube.com holds the strongest AI opening share on the Premium Education US West Coast market at 15.38%, observed across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
youtube.com holds the strongest AI opening share on this market at 15.38% across the 7-run window, but the panel behind it is neither empty nor distant. The 9 sources behind youtube.com range from 12.47% down to 3.45%, and the top 3 actors together hold less than the remaining 7 combined. facebook.com records 12.47% and reddit.com records 11.94%, each sitting within a few percentage points of the lead. The surface is populated overwhelmingly by general-purpose platforms — social and discussion domains — rather than by education-specific sources, with only usnews.com, niche.com, and boardingschoolreview.com representing focused domains in the governed top-10 panel.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 15.38% AI opening share | opening in 7/7 runs |
| facebook.com | #2 | 12.47% AI opening share | opening in 7/7 runs |
| reddit.com | #3 | 11.94% AI opening share | opening in 7/7 runs |
| instagram.com | #4 | 9.28% AI opening share | opening in 6/7 runs |
| quora.com | #5 | 8.22% AI opening share | opening in 7/7 runs |
| usnews.com | #6 | 6.10% AI opening share | opening in 6/7 runs |
| niche.com | #7 | 5.84% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #8 | 5.31% AI opening share | opening in 6/7 runs |
| linkedin.com | #9 | 4.51% AI opening share | opening in 6/7 runs |
| en.wikipedia.org | #10 | 3.45% AI opening share | opening in 6/7 runs |
How the actors read on the surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
youtube.com holds the rank-1 position on this AI opening-control rail in the period-wide ranking, at 15.38% of all AI answer openings observed 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.
facebook.com records 12.47% AI opening share on this market and sits 2.92 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs — one of 5 actors on the panel to do so.
reddit.com records 11.94% AI opening share on this market, sitting 3.45 percentage points behind youtube.com. As a user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs.
instagram.com records 9.28% AI opening share on this market and sits 6.10 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, placing it just outside the group that appeared across every run in the window.
quora.com records 8.22% AI opening share on this market and sits 7.16 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs, making it one of 5 actors on the panel to appear across every comparable run.
usnews.com records 6.10% AI opening share on this market and sits 9.28 percentage points behind youtube.com. As a focused source rather than a social platform, it opened AI answers on 6 of 7 comparable runs.
niche.com records 5.84% AI opening share on this market and sits 9.55 percentage points behind youtube.com. It opened AI answers on 7 of 7 comparable runs — one of 5 actors on the panel to do so — yet its cumulative opening volume places it in the lower half of the panel.
boardingschoolreview.com records 5.31% AI opening share on this market and sits 10.08 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, the narrowest focused domain on the panel by opening share.
linkedin.com records 4.51% AI opening share on this market and sits 10.88 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, occupying the lower portion of the panel as a social platform.
en.wikipedia.org records 3.45% AI opening share on this market and sits 11.94 percentage points behind youtube.com. It opened AI answers on 6 of 7 comparable runs, holding the lowest cumulative opening volume on the governed top-10 panel.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
The panel is dispersed, not concentrated
The panel is dispersed, not concentrated. The top 3 actors together hold less than the remaining 7 combined, and the spread from rank 1 to rank 10 is 11.94 percentage points. The surface is dominated by general-purpose platforms: social platforms and discussion platforms occupy seven of the ten governed positions, while focused domains — usnews.com, niche.com, and boardingschoolreview.com — sit in the lower half. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs. The shape suggests AI Overviews on this education market draw opening sources broadly from user-generated and aggregator domains rather than concentrating on specialist education content.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
youtube.com holds the rank-1 position on this AI opening-control rail across the 7-run window, yet its 15.38% share means the surface is not locked to a single source. The absence of any education institution's own domain from the governed top-10 panel is the structural signal: when AI Overviews answer premium education queries on the US West Coast, they reach first for platforms that host user-generated discussion, not for the institutions themselves.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 2026
This observation signals that AI Overview opening behavior on the Premium Education US West Coast market, across the September 28 – October 4, 2026 window, routes through platforms rather than through institutional sources. For any institution or operator monitoring AI-surface visibility, the opening-control rail is structurally open — no single actor has accumulated a commanding share, and the surface remains contested across social, discussion, and focused domains alike.
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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:
- Sep 28 – Oct 4, 2026
- Published:
- October 6, 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 dc50088038ee72c0
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-september-28-to-october-4-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Sep 28 – Oct 4, 2026 (2026-09-28/2026-10-04) Published: October 6, 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-september-28-to-october-4-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-september-28-to-october-4-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Premium Education US West Coast market at 15.38%, observed across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026. Key facts: • youtube.com: 15% AI opening share · opening in 7/7 runs • facebook.com: 12% AI opening share · opening in 7/7 runs • reddit.com: 12% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Sep 28 – Oct 4, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 15.38% AI opening share · opening in 7/7 runs — #1 2. facebook.com — 12.47% AI opening share · opening in 7/7 runs — #2 3. reddit.com — 11.94% AI opening share · opening in 7/7 runs — #3 4. instagram.com — 9.28% AI opening share · opening in 6/7 runs — #4 5. quora.com — 8.22% AI opening share · opening in 7/7 runs — #5 6. usnews.com — 6.10% AI opening share · opening in 6/7 runs — #6 7. niche.com — 5.84% AI opening share · opening in 7/7 runs — #7 8. boardingschoolreview.com — 5.31% AI opening share · opening in 6/7 runs — #8 9. linkedin.com — 4.51% AI opening share · opening in 6/7 runs — #9 10. en.wikipedia.org — 3.45% AI opening share · opening in 6/7 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 September 28 – October 4, 2026. The governed top-10 panel was aggregated from 105 observed queries. Per-actor AI opening share reflects the sum of each actor's opening values across all comparable runs in the period, ranked on one single period-wide denominator. 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, October 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 · Sep 28 – Oct 4, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791219625214_uhq8vi. 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 (October 6, 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-september-28-to-october-4-2026 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: dc50088038ee72c0
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 · Sep 28 – Oct 4, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791219625214_uhq8vi. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share on this market' measure?
- It measures how often a given domain is cited at the very opening of an AI Overview answer — the first source AI reaches for. This is distinct from general citation share, which counts all citations regardless of position.
- Does this card prove a longer-term trend in AI opening behavior?
- No. This observation covers 7 comparable scheduled runs in an observation period from September 28 – October 4, 2026. It does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates.
- Why are platforms rather than education institutions at the top of this panel?
- The card observes which sources AI Overviews reach for first when answering 105 queries on this market. It does not explain why AI selects one source over another. The observation records the outcome on this surface across this window, not the mechanism behind it.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Sep 28 – Oct 4, 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, October 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 September 28 – October 4, 2026. The governed top-10 panel was aggregated from 105 observed queries. Per-actor AI opening share reflects the sum of each actor's opening values across all comparable runs in the period, ranked on one single period-wide denominator. 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 (September 28 – October 4, 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 2026-10-06 · Governed capture ID · pr_1791219625214_uhq8vi
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, Sep 28 – Oct 4, 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 Dubai Abu Dhabi reading examine the same AI Overview Ranking — Top 10 for Sep 28 – Oct 4, 2026; compare the stated reading bases before drawing a cross-market conclusion.
