— 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 July 20–26, 2026, recording 16.71% of all AI answer openings observed over the period.
Follow
Follow The Observatory
- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- July 20–26, 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, AI reaches for a discussion platform first — not a single institution on the top-10 panel.”
Quick answer
reddit.com holds the strongest AI opening share on the Premium Education US West Coast market across the 7-run window July 20–26, 2026, recording 16.71% of all AI answer openings observed over the period.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 2026
reddit.com holds the rank-1 position in the period-wide AI opening-control ranking at 16.71%, with niche.com close behind at 14.73% — a gap of just 1.98 percentage points. usnews.com records 11.33%, and boardingschoolreview.com and youtube.com each record 9.63%. The top 3 actors together hold more than the remaining 7 combined, yet the 9 sources behind reddit.com range from 14.73% down to 3.68%, producing a surface where the opening-control rail is concentrated at the top but not monopolized. The non-obvious read: across 105 observed queries over 7 comparable scheduled runs, AI Overviews on this education market open most often with user-generated and aggregator content rather than with any single institution's own domain.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 16.71% AI opening share | opening in 7/7 runs |
| niche.com | #2 | 14.73% AI opening share | opening in 7/7 runs |
| usnews.com | #3 | 11.33% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #4 | 9.63% AI opening share | opening in 7/7 runs |
| youtube.com | #5 | 9.63% AI opening share | opening in 7/7 runs |
| executive.berkeley.edu | #6 | 5.10% AI opening share | opening in 5/7 runs |
| quora.com | #7 | 4.25% AI opening share | opening in 7/7 runs |
| en.wikipedia.org | #8 | 4.25% AI opening share | opening in 6/7 runs |
| privateschoolreview.com | #9 | 4.25% AI opening share | opening in 6/7 runs |
| facebook.com | #10 | 3.68% 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 · July 20–26, 2026
reddit.com holds the strongest AI opening share on this market at 16.71% across the 7-run window, and opened AI answers on 7 of 7 comparable runs. As a general-purpose discussion platform, it accumulated more opening volume than any focused education source on this panel.
niche.com records 14.73% AI opening share on this market and sits 1.98 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, making it the closest challenger on the opening-control rail across the period.
usnews.com records 11.33% AI opening share on this market, sitting 5.38 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, holding a clear position in the upper portion of the panel.
boardingschoolreview.com records 9.63% AI opening share on this market and sits 7.08 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, matching youtube.com on the same share value while occupying a distinct governed rank.
youtube.com also records 9.63% AI opening share on this market, tied on the metric with boardingschoolreview.com but holding a separate governed rank. As a social platform, it opened AI answers on 7 of 7 comparable runs — another non-education-specialist source in the upper half of the panel.
executive.berkeley.edu records 5.10% AI opening share on this market and sits 11.61 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs — one of the three actors on the panel with fewer than full presence across the window.
quora.com records 4.25% AI opening share on this market and sits 12.46 percentage points behind reddit.com. As a user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs despite its lower cumulative volume.
en.wikipedia.org records 4.25% AI opening share on this market, tied on the metric with quora.com and privateschoolreview.com. It opened AI answers on 6 of 7 comparable runs, sitting 12.46 percentage points behind reddit.com.
privateschoolreview.com records 4.25% AI opening share on this market and opened AI answers on 6 of 7 comparable runs. It sits 12.46 percentage points behind reddit.com on the opening-control rail across the period.
facebook.com records 3.68% AI opening share on this market, the lowest on the governed top-10 panel. It sits 13.03 percentage points behind reddit.com yet opened AI answers on 7 of 7 comparable runs, maintaining presence across the full window despite its smaller cumulative volume.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 2026
The opening-control rail is top-heavy but not monopolized
The opening-control rail is top-heavy but not monopolized. The top 3 actors together hold more than the remaining 7 combined, yet the spread from rank 1 to rank 10 spans 13.03 percentage points — enough to separate the panel into a leading cluster (reddit.com, niche.com, usnews.com) and a trailing group where the 9 sources behind reddit.com range from 14.73% down to 3.68%. The surface is dominated by platforms and aggregator domains: reddit.com, youtube.com, quora.com, en.wikipedia.org, and facebook.com are all classified as platforms rather than specialist operators, while the focused education sources — niche.com, usnews.com, boardingschoolreview.com, privateschoolreview.com, and executive.berkeley.edu — share the panel without any single institution pulling away. 7 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 3 opened AI answers in fewer runs.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 2026
reddit.com's rank-1 position on this AI Overview opening-control rail is structurally notable: on a market labeled Premium Education US West Coast, the source AI reaches for first is a general-purpose discussion platform, not an education-focused domain. executive.berkeley.edu is the only institutional subdomain on the governed top-10 panel, and it records 5.10% — sitting 11.61 percentage points behind reddit.com. The opening-control surface for this education market, as observed across the 7-run window, is shaped more by aggregator and user-generated content than by the institutions themselves.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 2026
The AI-answer opening layer across this market is wide open — across the 7-run window, no single source has built a commanding AI-answer opening presence, leaving the surface contested. The field is compressed: the spread from the rank-1 actor (16.71%) to the rank-10 actor (3.68%) is 13.03 percentage points, and the presence of multiple platforms in the upper ranks signals that AI Overviews on education queries in the United States draw heavily on user-generated and aggregator content when selecting an opening source. Monitoring this surface means tracking whether focused education domains can accumulate enough opening volume to displace the platforms that currently anchor the rail.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
Use this observation
Use this citation capsule instead of copy-pasting fragments. It keeps the scope, capture identifiers, attribution and canonical source attached, so the observation can travel without losing context.
- Scope:
- Premium Education US West Coast · San Francisco Bay Area / Los Angeles
- Surface:
- AI Overview · Google · Desktop
- Observed:
- July 20–26, 2026
- Published:
- July 28, 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
Cite this
Copy parts
The complete citation record · revision b7e036bb1ab7a9b5
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-20-26-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: July 20–26, 2026 (2026-07-20/2026-07-26) Published: July 28, 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-20-26-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-july-20-26-2026/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 July 20–26, 2026, recording 16.71% of all AI answer openings observed over the period. Key facts: • reddit.com: 17% AI opening share · opening in 7/7 runs • niche.com: 15% AI opening share · opening in 7/7 runs • usnews.com: 11% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (July 20–26, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 16.71% AI opening share · opening in 7/7 runs — #1 2. niche.com — 14.73% AI opening share · opening in 7/7 runs — #2 3. usnews.com — 11.33% AI opening share · opening in 7/7 runs — #3 4. boardingschoolreview.com — 9.63% AI opening share · opening in 7/7 runs — #4 5. youtube.com — 9.63% AI opening share · opening in 7/7 runs — #5 6. executive.berkeley.edu — 5.10% AI opening share · opening in 5/7 runs — #6 7. quora.com — 4.25% AI opening share · opening in 7/7 runs — #7 8. en.wikipedia.org — 4.25% AI opening share · opening in 6/7 runs — #8 9. privateschoolreview.com — 4.25% AI opening share · opening in 6/7 runs — #9 10. facebook.com — 3.68% 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 July 20–26, 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 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 20–26, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791406795470_mqorzi. 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 28, 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-20-26-2026 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: b7e036bb1ab7a9b5
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 20–26, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791406795470_mqorzi. 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 when answering a query. It is not the same as general citation share (which counts all citations across the full AI Overview) and is not an organic search ranking.
- 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 July 20–26, 2026. AI Overview opening behavior is volatile across queries, models, and dates. This observation does not establish a longer-term trend.
- Why does a discussion platform lead the opening-control rail on an education market?
- The card observes which sources AI Overviews reach for first — it does not explain why. reddit.com accumulated the highest cumulative opening volume across 105 queries over 7 runs. The observation records the surface behavior; it does not attribute cause.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 20–26, 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 July 20–26, 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 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 an observation period (July 20–26, 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 2026-07-28 · Governed capture ID · pr_1791406795470_mqorzi
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.
Right of replyNamed in this reading? Submit a correction or a response.
Send the reading link and your proposed correction or statement to right-of-reply@theobservatory.io. We review attribution, relevance and legal concerns before publication. Our correction and reply process explains what happens next.
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 20–26, 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 Geneva / Lausanne / Zurich reading examine the same AI Overview Ranking — Top 10 for July 20–26, 2026; compare the stated reading bases before drawing a cross-market conclusion.
