— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Premium Education US West Coast, San Francisco Bay Area / Los Angeles?
niche.com holds the strongest AI opening share on this market in this card scope, at 19.40%, across 7 comparable scheduled runs in the observation period July 13–19, 2026.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- July 13–19, 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 the Premium Education US West Coast AI opening-control rail, the top-10 panel is fragmented and no actor has pulled away.”
Quick answer
reddit.com sits 3.68 percentage points behind niche.com on AI opening share on this market, recording 15.72%.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 2026
niche.com holds the rank-1 position on the period-wide AI Overview opening-control ranking for Premium Education US West Coast, at 19.40% of all AI answer openings observed across the 7-run window July 13–19, 2026. reddit.com follows at 15.72%, sitting 3.68 percentage points behind. youtube.com records 11.04%, and quora.com records 9.03% — three general-purpose platforms occupy ranks 2 through 4. The top 3 actors together hold more than the remaining 7 combined, yet no single actor commands a decisive share. 6 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 4 opened AI answers in fewer runs, which signals that the lower portion of the panel carries intermittent opening presence over the period.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| niche.com | #1 | 19.40% AI opening share | opening in 7/7 runs |
| reddit.com | #2 | 15.72% AI opening share | opening in 7/7 runs |
| youtube.com | #3 | 11.04% AI opening share | opening in 7/7 runs |
| quora.com | #4 | 9.03% AI opening share | opening in 7/7 runs |
| usnews.com | #5 | 8.36% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #6 | 8.03% AI opening share | opening in 7/7 runs |
| cardinaleducation.com | #7 | 4.35% AI opening share | opening in 6/7 runs |
| facebook.com | #8 | 3.68% AI opening share | opening in 6/7 runs |
| executive.berkeley.edu | #9 | 3.34% AI opening share | opening in 3/7 runs |
| linkedin.com | #10 | 2.01% 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 · July 13–19, 2026
niche.com holds the strongest AI opening share on this market in this card scope, at 19.40%. It opened AI answers on 7 of 7 comparable runs, placing it among the 6 actors on the panel present across the full window.
reddit.com records 15.72% AI opening share on this market and sits 3.68 percentage points behind niche.com. As a discussion platform, it opened AI answers on 7 of 7 comparable runs — matching the rank-1 actor's presence frequency across the window.
youtube.com records 11.04% AI opening share on this market and sits 8.36 percentage points behind niche.com. It opened AI answers on 7 of 7 comparable runs, holding a position as a general-purpose platform on this education-focused surface.
quora.com records 9.03% AI opening share on this market, sitting 10.37 percentage points behind niche.com. It opened AI answers on 7 of 7 comparable runs — another discussion platform that AI consistently reaches for on this surface over the period.
usnews.com records 8.36% AI opening share on this market and sits 11.04 percentage points behind niche.com. It opened AI answers on 7 of 7 comparable runs, one of the focused sources present across the entire window.
boardingschoolreview.com records 8.03% AI opening share on this market, sitting 11.37 percentage points behind niche.com. It opened AI answers on 7 of 7 comparable runs — a niche domain that holds a position close to usnews.com on this rail over the period.
cardinaleducation.com records 4.35% AI opening share on this market and sits 15.05 percentage points behind niche.com. It opened AI answers on 6 of 7 comparable runs, placing it among the actors with intermittent presence on this surface.
facebook.com records 3.68% AI opening share on this market, sitting 15.72 percentage points behind niche.com. As a social platform, it opened AI answers on 6 of 7 comparable runs — its opening volume over the period is modest relative to the other platforms on this panel.
executive.berkeley.edu records 3.34% AI opening share on this market and sits 16.05 percentage points behind niche.com. It opened AI answers on 3 of 7 comparable runs, the lowest presence frequency on the governed panel.
linkedin.com records 2.01% AI opening share on this market, sitting 17.39 percentage points behind niche.com. It opened AI answers on 4 of 7 comparable runs — a social platform with limited cumulative opening volume over the period.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 2026
The panel mixes niche domains and general-purpose platforms
The panel mixes niche domains and general-purpose platforms in roughly equal proportion. Four platforms — reddit.com, youtube.com, quora.com, and facebook.com — appear alongside focused sources such as usnews.com, boardingschoolreview.com, and cardinaleducation.com. The top 3 actors together hold more than the remaining 7 combined, yet the 9 sources behind niche.com range from 15.72% down to 2.01%, producing a spread of 17.39 percentage points between the rank-1 and rank-10 positions. The lower portion of the panel — cardinaleducation.com, facebook.com, executive.berkeley.edu, and linkedin.com — carries intermittent presence, with each opening AI answers on 3 to 6 of 7 comparable runs. The surface reads as top-weighted but not monopolized: the primacy slot is held by a focused source, while platforms fill the middle ranks.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 2026
niche.com — a focused source, not a platform — holds the rank-1 position on this AI opening-control rail over the 7-run window, while four general-purpose platforms collectively occupy the middle of the panel. On a market defined by premium education queries on the US West Coast, AI Overview answers reach for a domain built around school data and rankings before reaching for any discussion or social platform. That structural choice by the AI surface is the non-obvious read: the opening slot favors a specialized aggregation source over the broader user-generated platforms that fill the rest of the panel.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 2026
This observation signals that the AI Overview opening-control surface for Premium Education US West Coast is fragmented across the 7-run window July 13–19, 2026. No actor accumulated more than 19.40% of AI answer openings over the period, and the panel includes both focused sources and general-purpose platforms. For any institution or operator monitoring AI visibility on this market, the opening rail is contested — the primacy slot is not locked by any single source, and the presence of intermittent actors at the bottom of the panel suggests the surface draws from a broader set of sources than the governed top-10 alone.
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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:
- July 13–19, 2026
- Published:
- July 22, 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 d359fa285517cb4c
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-july-13-19-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: July 13–19, 2026 (2026-07-13/2026-07-19) Published: July 22, 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-july-13-19-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-july-13-19-2026/citation.txt Reuse terms: https://theobservatory.io/terms niche.com holds the strongest AI opening share on this market in this card scope, at 19.40%, across 7 comparable scheduled runs in the observation period July 13–19, 2026. Key facts: • niche.com: 19% AI opening share · opening in 7/7 runs • reddit.com: 16% AI opening share · opening in 7/7 runs • youtube.com: 11% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (July 13–19, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. niche.com — 19.40% AI opening share · opening in 7/7 runs — #1 2. reddit.com — 15.72% AI opening share · opening in 7/7 runs — #2 3. youtube.com — 11.04% AI opening share · opening in 7/7 runs — #3 4. quora.com — 9.03% AI opening share · opening in 7/7 runs — #4 5. usnews.com — 8.36% AI opening share · opening in 7/7 runs — #5 6. boardingschoolreview.com — 8.03% AI opening share · opening in 7/7 runs — #6 7. cardinaleducation.com — 4.35% AI opening share · opening in 6/7 runs — #7 8. facebook.com — 3.68% AI opening share · opening in 6/7 runs — #8 9. executive.berkeley.edu — 3.34% AI opening share · opening in 3/7 runs — #9 10. linkedin.com — 2.01% 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 United States on Google desktop across 7 comparable scheduled runs in the observation period July 13–19, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries per run. Per-actor AI opening share is the sum of the actor's opening values 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 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 · July 13–19, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791410242083_gan3fp. 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 22, 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-july-13-19-2026 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: d359fa285517cb4c
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 · July 13–19, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791410242083_gan3fp. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share on this market' measure?
- It measures which domain AI Overviews reach for first — the source cited at the opening of an AI-generated answer. This is the primacy slot, not general citation share and not organic search ranking. The values on this card reflect cumulative opening volume across 7 comparable scheduled runs, with each actor's share calculated against one single period-wide denominator.
- Does this card prove a longer-term pattern or trend?
- No. This observation covers an observation period of 7 comparable scheduled runs from July 13–19, 2026. It does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates — future windows may produce a different panel composition.
- Why do some actors show fewer than 7 of 7 comparable runs?
- Each actor's presence frequency reflects the count of comparable runs in which that actor opened at least one AI Overview answer. cardinaleducation.com opened AI answers on 6 of 7 comparable runs, executive.berkeley.edu on 3 of 7, facebook.com on 6 of 7, and linkedin.com on 4 of 7. Lower presence frequency means the actor was not reached for at the opening on every run in the window.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 13–19, 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 United States on Google desktop across 7 comparable scheduled runs in the observation period July 13–19, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries per run. Per-actor AI opening share is the sum of the actor's opening values 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 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 in the observation period July 13–19, 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 2026-07-22 · Governed capture ID · pr_1791410242083_gan3fp
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, July 13–19, 2026, Premium Education US West Coast is also read in the AI Citation Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis. A further Organic Ranking — Top 5 table for Premium Education US West Coast provides additional context; it records October 5–11, 2026.
The Geneva / Lausanne / Zurich reading and Singapore reading examine the same AI Overview Ranking — Top 10 for July 13–19, 2026; compare the stated reading bases before drawing a cross-market conclusion.
