— 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 this market across the 7-run window (July 6–12, 2026), recording 21.94% of all AI answer openings observed over the period.
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- Market
- Premium Education US West Coast
- Location
- San Francisco Bay Area / Los Angeles
- Observed period
- July 6–12, 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, the AI opening-control surface belongs to platforms — not to any institution on the top-10 panel.”
Quick answer
The top-10 panel was derived from 105 queries observed on Google desktop in the United States.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 2026
reddit.com holds the rank-1 position on the AI Overview opening-control rail for Premium Education US West Coast in the period-wide ranking, at 21.94%. niche.com sits 6.58 percentage points behind reddit.com on AI opening share on this market, recording 15.36%. The top 3 actors together hold more than the remaining 7 combined, yet the surface remains genuinely contested: the 9 sources behind reddit.com range from 15.36% down to 2.82%. The AI-answer opening layer on this market remains open — no single institution has converted its presence into concentrated authority on this observed AI-generated surface across the 7 comparable runs.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| reddit.com | #1 | 21.94% AI opening share | opening in 7/7 runs |
| niche.com | #2 | 15.36% AI opening share | opening in 7/7 runs |
| youtube.com | #3 | 13.17% AI opening share | opening in 7/7 runs |
| usnews.com | #4 | 7.52% AI opening share | opening in 7/7 runs |
| boardingschoolreview.com | #5 | 7.21% AI opening share | opening in 7/7 runs |
| quora.com | #6 | 5.96% AI opening share | opening in 7/7 runs |
| executive.berkeley.edu | #7 | 5.33% AI opening share | opening in 5/7 runs |
| en.wikipedia.org | #8 | 3.76% AI opening share | opening in 5/7 runs |
| solomonadmissions.com | #9 | 3.13% AI opening share | opening in 5/7 runs |
| facebook.com | #10 | 2.82% 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 · July 6–12, 2026
reddit.com holds the strongest AI opening share on this market in this period-wide ranking, at 21.94%, and opened AI answers on 7 of 7 comparable runs. As a general-purpose discussion platform, it occupies the opening slot more often than any other source on this education surface across the window.
niche.com records 15.36% AI opening share on this market and sits 6.58 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, making it the highest-ranked focused source on this panel — a domain rather than a general-purpose platform.
youtube.com records 13.17% AI opening share on this market and sits 8.78 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, reinforcing the pattern of general-purpose platforms occupying the upper ranks of this opening-control rail.
usnews.com records 7.52% AI opening share on this market, sitting 14.42 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs — a visible domain on this surface across the full window, though well below the top three.
boardingschoolreview.com records 7.21% AI opening share on this market and sits 14.73 percentage points behind reddit.com. It opened AI answers on 7 of 7 comparable runs, occupying a position on the AI Overview opening-control panel as a focused source.
quora.com records 5.96% AI opening share on this market and sits 15.99 percentage points behind reddit.com. As a user-generated discussion platform, it opened AI answers on 7 of 7 comparable runs but accumulated a fraction of the opening volume held by reddit.com.
executive.berkeley.edu records 5.33% AI opening share on this market and sits 16.61 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs — one of the lower-presence actors on the panel and the only .edu subdomain visible in this top-10 ranking.
en.wikipedia.org records 3.76% AI opening share on this market and sits 18.18 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs, placing it in the lower portion of this panel despite its role as a general-purpose platform.
solomonadmissions.com records 3.13% AI opening share on this market and sits 18.81 percentage points behind reddit.com. It opened AI answers on 5 of 7 comparable runs, appearing on the AI Overview opening-control surface for this market as a focused source.
facebook.com records 2.82% AI opening share on this market and sits 19.12 percentage points behind reddit.com. It opened AI answers on 6 of 7 comparable runs, anchoring the bottom of this top-10 panel as a social platform with the smallest accumulated opening volume.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 2026
The panel is top-heavy
The panel is top-heavy: the top 3 actors together hold more than the remaining 7 combined. Yet the spread from rank 1 to rank 10 is 19.12 percentage points, and the 9 sources behind reddit.com range from 15.36% down to 2.82% — a long, gradually tapering tail rather than a sharp cliff. Platforms dominate the upper ranks: three of the top six positions belong to general-purpose or discussion platforms. Focused and niche domains fill the middle and lower tiers. 6 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 4 opened AI answers in fewer runs, all concentrated in the bottom half of the ranking.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 2026
reddit.com's rank-1 position on this AI opening-control rail is notable because the surface observed is Premium Education US West Coast — a market where one might expect institutional or specialist education domains to control the opening slot. Instead, the only .edu subdomain on the panel, executive.berkeley.edu, sits at rank 7 with 5.33% opening share. The opening-control surface, as observed across these 7 comparable runs, is shaped by platforms and information aggregators rather than by the institutions the queries are about.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 2026
The AI-answer opening layer on this market remains wide open — no institution has converted its presence into concentrated authority on AI-generated surfaces across the observed 7 runs. For any operator monitoring AI visibility on Premium Education US West Coast, this observation signals that the opening-control rail is currently shaped by platform and aggregator sources rather than by specialist education actors. The gap between reddit.com at 21.94% and the rest of the panel suggests that AI Overviews reach for community-generated content first, but the surface is not locked: the trailing group's range and the presence of focused sources like niche.com and boardingschoolreview.com indicate that the opening slot is contested across multiple source types.
Read within the scope and limitations of this card.
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 6–12, 2026
- Published:
- July 14, 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 6064b66d5ba8b49b
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-6-12-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: July 6–12, 2026 (2026-07-06/2026-07-12) Published: July 14, 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-6-12-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-july-6-12-2026/citation.txt Reuse terms: https://theobservatory.io/terms reddit.com holds the strongest AI opening share on this market across the 7-run window (July 6–12, 2026), recording 21.94% of all AI answer openings observed over the period. Key facts: • reddit.com: 22% AI opening share · opening in 7/7 runs • niche.com: 15% AI opening share · opening in 7/7 runs • youtube.com: 13% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (July 6–12, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. reddit.com — 21.94% AI opening share · opening in 7/7 runs — #1 2. niche.com — 15.36% AI opening share · opening in 7/7 runs — #2 3. youtube.com — 13.17% AI opening share · opening in 7/7 runs — #3 4. usnews.com — 7.52% AI opening share · opening in 7/7 runs — #4 5. boardingschoolreview.com — 7.21% AI opening share · opening in 7/7 runs — #5 6. quora.com — 5.96% AI opening share · opening in 7/7 runs — #6 7. executive.berkeley.edu — 5.33% AI opening share · opening in 5/7 runs — #7 8. en.wikipedia.org — 3.76% AI opening share · opening in 5/7 runs — #8 9. solomonadmissions.com — 3.13% AI opening share · opening in 5/7 runs — #9 10. facebook.com — 2.82% 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 July 6–12, 2026. The 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. 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 6–12, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791406793772_k6aqav. 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 14, 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-6-12-2026 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: 6064b66d5ba8b49b
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 6–12, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791406793772_k6aqav. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure?
- AI opening share captures which source AI Overviews reach for first when constructing an answer. It measures the opening slot — the actor cited at the start of the AI-generated response — not general citation frequency and not organic search ranking.
- Does this card prove a longer-term trend in AI opening behavior?
- This card observes an observation period of 7 comparable scheduled runs from July 6–12, 2026. It does not establish a longer-term trend. AI Overview opening behavior is volatile across queries, models, and dates; future windows may produce different results.
- Why do platforms like reddit.com and youtube.com rank so high on an education market?
- This card reads only the AI Overview opening-control rail — which source AI reaches for first. It does not measure educational quality, institutional authority, or business-market standing. The observation reflects what the AI surface selected as its opening source across 105 queries over the 7-run window.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · July 6–12, 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 6–12, 2026. The 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. 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 (July 6–12, 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 2026-07-14 · Governed capture ID · pr_1791406793772_k6aqav
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 6–12, 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 July 6–12, 2026; compare the stated reading bases before drawing a cross-market conclusion.
