— 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 23.69%, observed across 7 comparable scheduled runs in the observation period August 17–23, 2026.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- August 17–23, 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 AI answers more often than any specialist domain across the top-10 panel.”
Quick answer
reddit.com holds the strongest AI opening share on the Premium Education US West Coast market at 23.69%, observed across 7 comparable scheduled runs in the observation period August 17–23, 2026.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 23.69%, with boardingschoolreview.com at 15.38% and usnews.com at 10.46% completing the top three. The top 3 actors together hold more than the remaining 7 combined. The 9 sources behind reddit.com range from 15.38% down to 3.08%, producing a spread of 20.62 percentage points between the rank-1 and rank-10 positions. The panel mixes general-purpose platforms — reddit.com, facebook.com, youtube.com, quora.com, en.wikipedia.org — with focused sources such as boardingschoolreview.com, usnews.com, niche.com, executive.berkeley.edu, and topuniversities.com. That a user-generated discussion platform accumulated the highest opening volume over the period, rather than any education-focused domain, is the non-obvious structural read of this surface.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 23.69% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #2 | 15.38% AI opening share | opening in 7/7 runs |
| usnews.com | #3 | 10.46% AI opening share | opening in 7/7 runs |
| niche.com | #4 | 8.62% AI opening share | opening in 7/7 runs |
| facebook.com | #5 | 6.77% AI opening share | opening in 7/7 runs |
| youtube.com | #6 | 6.77% AI opening share | opening in 7/7 runs |
| quora.com | #7 | 5.54% AI opening share | opening in 7/7 runs |
| executive.berkeley.edu | #8 | 5.54% AI opening share | opening in 6/7 runs |
| topuniversities.com | #9 | 4.92% AI opening share | opening in 6/7 runs |
| en.wikipedia.org | #10 | 3.08% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
reddit.com holds the strongest AI opening share on this market in this card scope, at 23.69%. It opened AI answers on 7 of 7 comparable runs, and its cumulative opening volume over the period placed it at the top of the governed panel — a general-purpose discussion platform occupying the primacy slot on an education-market surface.
boardingschoolreview.com records 15.38% AI opening share on this market, the highest among the focused education sources on the panel. It sits 8.31 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 10.46% AI opening share on this market and sits 13.23 percentage points behind reddit.com on AI opening share on this market. It opened AI answers on 7 of 7 comparable runs, anchoring the third position in the period-wide ranking.
niche.com records 8.62% AI opening share on this market, sitting 15.08 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, placing it in the mid-tier of the governed panel.
facebook.com records 6.77% AI opening share on this market and sits 16.92 percentage points behind reddit.com. A social platform rather than a specialist source, it opened AI answers on 7 of 7 comparable runs.
youtube.com records 6.77% AI opening share on this market, matching facebook.com on the metric. It sits 16.92 percentage points behind reddit.com on AI opening share on this market and opened AI answers on 7 of 7 comparable runs.
quora.com records 5.54% AI opening share on this market and sits 18.15 percentage points behind reddit.com. Another user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs.
executive.berkeley.edu records 5.54% AI opening share on this market, matching quora.com on the metric. It opened AI answers on 6 of 7 comparable runs, one of the three actors on the panel with fewer-than-full presence across the window.
topuniversities.com records 4.92% AI opening share on this market and sits 18.77 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs.
en.wikipedia.org records 3.08% AI opening share on this market, the lowest on the governed panel. It sits 20.62 percentage points behind reddit.com and opened AI answers on 5 of 7 comparable runs — the lowest presence frequency among the ten actors.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
The panel splits evenly between general-purpose platforms an
The panel splits evenly between general-purpose platforms and focused education-oriented sources. Platforms — reddit.com, facebook.com, youtube.com, quora.com, en.wikipedia.org — occupy five of the ten positions, yet the surface is top-heavy: the top 3 actors together hold more than the remaining 7 combined. The 9 sources behind reddit.com range from 15.38% down to 3.08%. 7 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 3 opened AI answers in fewer runs. The concentration at the top and the platform-heavy composition define the structural shape of this opening-control rail over the observed period.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
reddit.com accumulated the highest AI opening volume on a premium education surface — a market where one might expect institutional or specialist domains to hold the primacy slot. That a user-generated discussion platform opens more AI answers than any education-focused source on this panel reframes what 'first source' means on this AI surface across the August 17–23, 2026 window.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 2026
This observation signals that the AI Overview opening-control surface for Premium Education US West Coast draws heavily on general-purpose platforms over the observed period. For any institution or specialist domain monitoring its AI visibility on this market, the structural read is clear: the opening slot is not yet captured by education-focused sources. The surface remains shaped by platform content across the 7-run window.
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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:
- August 17–23, 2026
- Published:
- August 25, 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 a46e94465d36fc7a
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-17-23-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: August 17–23, 2026 (2026-08-17/2026-08-23) Published: August 25, 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-17-23-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-august-17-23-2026/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 23.69%, observed across 7 comparable scheduled runs in the observation period August 17–23, 2026. Key facts: • reddit.com: 24% AI opening share · opening in 7/7 runs • boardingschoolreview.com: 15% AI opening share · opening in 7/7 runs • usnews.com: 10% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (August 17–23, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 23.69% AI opening share · opening in 7/7 runs — #1 2. boardingschoolreview.com — 15.38% AI opening share · opening in 7/7 runs — #2 3. usnews.com — 10.46% AI opening share · opening in 7/7 runs — #3 4. niche.com — 8.62% AI opening share · opening in 7/7 runs — #4 5. facebook.com — 6.77% AI opening share · opening in 7/7 runs — #5 6. youtube.com — 6.77% AI opening share · opening in 7/7 runs — #6 7. quora.com — 5.54% AI opening share · opening in 7/7 runs — #7 8. executive.berkeley.edu — 5.54% AI opening share · opening in 6/7 runs — #8 9. topuniversities.com — 4.92% AI opening share · opening in 6/7 runs — #9 10. en.wikipedia.org — 3.08% AI opening share · opening in 5/7 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 August 17–23, 2026. The governed top-10 panel was derived from 105 observed queries. Per-actor AI opening share values reflect the sum of each actor's openings across all comparable runs in the period, 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 West Coast San Francisco Bay Area / Los Angeles, August 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 · August 17–23, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787897373307_sat448. 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 (August 25, 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-17-23-2026 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: a46e94465d36fc7a
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 · August 17–23, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787897373307_sat448. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure?
- AI opening share measures how often a given domain is cited at the very opening of an AI Overview answer — the first source AI reaches for. It is not the same as general citation share (which counts all citations, not just the opening) and is not an organic search ranking.
- Does this card prove a longer-term trend?
- This observation does not establish a longer-term trend. It reflects cumulative AI answer openings across 7 comparable scheduled runs in the observation period August 17–23, 2026. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why do some actors show fewer than 7 of 7 comparable runs?
- Presence frequency reflects how many of the 7 comparable runs an actor actually opened at least one AI Overview answer. executive.berkeley.edu and topuniversities.com each opened AI answers on 6 of 7 comparable runs; en.wikipedia.org opened AI answers on 5 of 7 comparable runs. This does not imply those actors were absent from the market — only that they did not open an AI answer in every run.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · August 17–23, 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, August 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 August 17–23, 2026. The governed top-10 panel was derived from 105 observed queries. Per-actor AI opening share values reflect the sum of each actor's openings across all comparable runs in the period, 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 (August 17–23, 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 2026-08-25 · Governed capture ID · pr_1787897373307_sat448
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, August 17–23, 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 August 17–23, 2026; compare the stated reading bases before drawing a cross-market conclusion.
