— 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 at 18.63%, observed across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- Aug 31 – Sep 6, 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 West Coast, a discussion platform opens more AI answers than any specialist domain across the 7-run window.”
Quick answer
reddit.com holds the strongest AI opening share on the Premium Education US West Coast market at 18.63%, observed across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 18.63%, across the 7-run window from August 31 – September 6, 2026. youtube.com sits 4.38 percentage points behind reddit.com on AI opening share on this market, while boardingschoolreview.com records 11.51%. The top 3 actors together hold more than the remaining 7 combined. This panel mixes user-generated discussion platforms, focused education-review domains, and general-purpose platforms — a structurally unusual lineup that contributes to the fragmented character observed across the 7-run window. The 9 sources behind reddit.com range from 14.25% down to 4.11%, a spread of 14.52 percentage points between the panel's top and bottom.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 18.63% AI opening share | opening in 7/7 runs |
| youtube.com | #2 | 14.25% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #3 | 11.51% AI opening share | opening in 7/7 runs |
| facebook.com | #4 | 10.14% AI opening share | opening in 7/7 runs |
| usnews.com | #5 | 7.12% AI opening share | opening in 7/7 runs |
| executive.berkeley.edu | #6 | 6.03% AI opening share | opening in 7/7 runs |
| quora.com | #7 | 5.21% AI opening share | opening in 6/7 runs |
| niche.com | #8 | 4.66% AI opening share | opening in 7/7 runs |
| iecaonline.com | #9 | 4.38% AI opening share | opening in 6/7 runs |
| topuniversities.com | #10 | 4.11% AI opening share | opening in 7/7 runs |
How the actors read on the surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 18.63%. It opened AI answers on 7 of 7 comparable runs, placing a general-purpose discussion platform at the top of a surface where focused education domains might be expected to lead.
youtube.com records 14.25% AI opening share on this market and sits 4.38 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, making it the second-ranked actor on this opening-control rail across the period.
boardingschoolreview.com records 11.51% AI opening share on this market, the highest share among focused education domains on this panel. It sits 7.12 percentage points behind reddit.com and opened AI answers on 7 of 7 comparable runs.
facebook.com records 10.14% AI opening share on this market and sits 8.49 percentage points behind reddit.com. Another social platform in the top four, it opened AI answers on 7 of 7 comparable runs.
usnews.com records 7.12% AI opening share on this market and sits 11.51 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, occupying a mid-panel position on this opening-control rail.
executive.berkeley.edu records 6.03% AI opening share on this market and sits 12.60 percentage points behind reddit.com. It is the only .edu subdomain on the governed top-10 panel and opened AI answers on 7 of 7 comparable runs.
quora.com records 5.21% AI opening share on this market and sits 13.42 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, one of two actors on the panel with fewer than full-window presence.
niche.com records 4.66% AI opening share on this market and sits 13.97 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, a focused source positioned in the lower portion of the panel.
iecaonline.com records 4.38% AI opening share on this market and sits 14.25 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, the second actor on the panel with fewer than full-window presence.
topuniversities.com records 4.11% AI opening share on this market and sits 14.52 percentage points behind reddit.com. It holds the bottom position on the governed top-10 panel and opened AI answers on 7 of 7 comparable runs.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
The opening-control rail on this market is top-heavy but not
The opening-control rail on this market is top-heavy but not concentrated around a single actor. The top 3 actors together hold more than the remaining 7 combined, yet the rank-1 position records only 18.63% — a lead, not a lock. The panel splits between general-purpose platforms (reddit.com, youtube.com, facebook.com, quora.com) and focused or niche domains (boardingschoolreview.com, usnews.com, executive.berkeley.edu, niche.com, iecaonline.com, topuniversities.com). 8 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 2 opened AI answers in fewer runs. The 9 sources behind reddit.com range from 14.25% down to 4.11%.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
reddit.com holds the rank-1 position on this AI opening-control rail across the 7-run window, yet it is a general-purpose discussion platform rather than a specialist education source. The surface reads as structurally open: platforms and focused education domains coexist across the panel, and no single actor type commands a clear majority of AI answer openings on this market.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 2026
This observation signals that the AI Overview opening-control surface for Premium Education US West Coast draws from a structurally mixed panel of platforms and focused domains across the 7-run window. The spread of 14.52 percentage points between the top and bottom of the panel, combined with the presence of four general-purpose platforms in the top seven positions, suggests that AI answer openings on this market are not anchored to any single category of source. Monitoring this surface requires tracking both platform and specialist-domain visibility.
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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:
- Aug 31 – Sep 6, 2026
- Published:
- September 8, 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 ac66ebaf9e0b4379
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-august-31-to-september-6-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Aug 31 – Sep 6, 2026 (2026-08-31/2026-09-06) Published: September 8, 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-august-31-to-september-6-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-august-31-to-september-6-2026/citation.txt Reuse terms: https://theobservatory.io/terms reddit.com holds the strongest AI opening share on the Premium Education US West Coast market at 18.63%, observed across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. Key facts: • reddit.com: 19% AI opening share · opening in 7/7 runs • youtube.com: 14% AI opening share · opening in 7/7 runs • boardingschoolreview.com: 12% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Aug 31 – Sep 6, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 18.63% AI opening share · opening in 7/7 runs — #1 2. youtube.com — 14.25% AI opening share · opening in 7/7 runs — #2 3. boardingschoolreview.com — 11.51% AI opening share · opening in 7/7 runs — #3 4. facebook.com — 10.14% AI opening share · opening in 7/7 runs — #4 5. usnews.com — 7.12% AI opening share · opening in 7/7 runs — #5 6. executive.berkeley.edu — 6.03% AI opening share · opening in 7/7 runs — #6 7. quora.com — 5.21% AI opening share · opening in 6/7 runs — #7 8. niche.com — 4.66% AI opening share · opening in 7/7 runs — #8 9. iecaonline.com — 4.38% AI opening share · opening in 6/7 runs — #9 10. topuniversities.com — 4.11% AI opening share · opening in 7/7 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 August 31 – September 6, 2026. The governed top-10 panel was derived from 105 observed queries. The primary metric is AI opening share on this market, aggregated as the sum of each actor's opening values across all comparable runs in the period using one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs. 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, September 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 · Aug 31 – Sep 6, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791405808427_8i7g68. 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 (September 8, 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-august-31-to-september-6-2026 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: ac66ebaf9e0b4379
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 · Aug 31 – Sep 6, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791405808427_8i7g68. 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 opening of AI Overview answers across the market's observed query set. It captures the primacy slot — who AI reaches for first — not general citation frequency or organic search ranking.
- How was this panel aggregated across the 7-run window?
- Per-actor AI answer openings were summed across all 7 comparable scheduled runs in the window August 31 – September 6, 2026, using one single period-wide denominator. The panel is ranked by cumulative opening volume over the period, not by an average of daily values. This analysis is based on 7 observation runs — enough to describe the current shape of visibility, but below the threshold needed for definitive structural conclusions about any name's standing.
- Does this card establish a longer-term trend or measure organic search visibility?
- No. This observation does not establish a longer-term trend. It reads only the AI Overview opening-control rail and makes no claim about organic search presence or general citation share. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Aug 31 – Sep 6, 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, September 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 August 31 – September 6, 2026. The governed top-10 panel was derived from 105 observed queries. The primary metric is AI opening share on this market, aggregated as the sum of each actor's opening values across all comparable runs in the period using one single period-wide denominator. AI Overview opening-control evidence was available on 7 of 7 runs.
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 31 – September 6, 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 2026-09-08 · Governed capture ID · pr_1791405808427_8i7g68
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, Aug 31 – Sep 6, 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 Aug 31 – Sep 6, 2026; compare the stated reading bases before drawing a cross-market conclusion.
