— 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 across the 5-run observation period (June 15–21, 2026), recording 18.23% 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
- June 15–21, 2026
- Run type
- Period run · 5 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 remains contested — no single source commands the top-10 panel.”
Quick answer
niche.com holds the strongest AI opening share on this market across the 5-run observation period (June 15–21, 2026), recording 18.23% of all AI answer openings observed over the period.
Key reading
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
niche.com holds the rank-1 position in the period-wide AI opening-control ranking at 18.23%, but the surface behind it is wide and contested. reddit.com sits 3.31 percentage points behind niche.com on AI opening share on this market, while youtube.com sits 7.18 percentage points behind. The top 3 actors together hold more than the remaining 7 combined, yet no single source approaches even a fifth of all openings. The panel mixes niche domains, discussion platforms, and general-purpose platforms — a structurally complex landscape where the AI-answer layer on this market has not consolidated around any one actor across the 5-run window.
Core metric
AIO opening control — top 10 · Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| niche.com | #1 | 18.23% AI opening share | opening in 5/5 runs |
| reddit.com | #2 | 14.92% AI opening share | opening in 5/5 runs |
| youtube.com | #3 | 11.05% AI opening share | opening in 5/5 runs |
| boardingschoolreview.com | #4 | 7.73% AI opening share | opening in 5/5 runs |
| usnews.com | #5 | 7.18% AI opening share | opening in 5/5 runs |
| quora.com | #6 | 6.08% AI opening share | opening in 5/5 runs |
| executive.berkeley.edu | #7 | 6.08% AI opening share | opening in 4/5 runs |
| en.wikipedia.org | #8 | 4.42% AI opening share | opening in 3/5 runs |
| iecaonline.com | #9 | 3.87% AI opening share | opening in 3/5 runs |
| facebook.com | #10 | 2.76% AI opening share | opening in 3/5 runs |
How the actors read on the surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
niche.com holds the strongest AI opening share on this market in this card scope, at 18.23%. It opened AI answers on 5 of 5 comparable runs, one of 6 actors on the panel to do so — holding the rank-1 position on this AI opening-control rail across the June 15–21, 2026 window.
reddit.com records 14.92% AI opening share on this market and sits 3.31 percentage points behind niche.com. As a discussion platform, it opened AI answers on 5 of 5 comparable runs — the closest challenger to the rank-1 position on this opening-control rail over the period.
youtube.com records 11.05% AI opening share on this market and sits 7.18 percentage points behind niche.com. Another general-purpose platform, it opened AI answers on 5 of 5 comparable runs, holding the third position in the period-wide ranking.
boardingschoolreview.com records 7.73% AI opening share on this market, sitting 10.50 percentage points behind niche.com. A niche domain focused on this surface, it opened AI answers on 5 of 5 comparable runs — present across every observation in the window despite its lower cumulative share.
usnews.com records 7.18% AI opening share on this market and sits 11.05 percentage points behind niche.com. It opened AI answers on 5 of 5 comparable runs, rounding out the group of 6 actors present across every run in the window.
quora.com records 6.08% AI opening share on this market, sitting 12.15 percentage points behind niche.com. A discussion platform, it opened AI answers on 5 of 5 comparable runs — the last of the 6 actors present across every observation in this window.
executive.berkeley.edu records 6.08% AI opening share on this market, matching quora.com on the metric but ranking behind it in the period-wide panel. It opened AI answers on 4 of 5 comparable runs — one of the 4 actors that did not appear in every observation.
en.wikipedia.org records 4.42% AI opening share on this market and sits 13.81 percentage points behind niche.com. A general-purpose platform, it opened AI answers on 3 of 5 comparable runs, placing it in the lower portion of the panel by both share and presence frequency.
iecaonline.com records 3.87% AI opening share on this market, sitting 14.36 percentage points behind niche.com. A niche domain, it opened AI answers on 3 of 5 comparable runs — a narrower presence window than the top-6 actors.
facebook.com records 2.76% AI opening share on this market and sits 15.47 percentage points behind niche.com. A social platform at the bottom of the governed panel, it opened AI answers on 3 of 5 comparable runs.
Pattern on the observed surface
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
The opening-control rail for Premium Education US West Coast
The opening-control rail for Premium Education US West Coast is dispersed rather than concentrated. The top 3 actors together hold more than the remaining 7 combined, but the rank-1 share itself is modest. The 9 sources behind niche.com range from 14.92% down to 2.76%. The panel splits evenly between niche domains and general-purpose or discussion platforms — neither category monopolizes the opening slot. 6 of the 10 actors on the panel opened AI answers in all 5 comparable runs; 4 opened AI answers in fewer runs.
Why this reading matters
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
niche.com holds the rank-1 position on this AI opening-control rail, yet it shares the surface with three discussion or social platforms (reddit.com, youtube.com, quora.com) that collectively occupy ranks 2, 3, and 6. On a market defined by premium education queries, the AI opening slot draws as heavily from user-generated and aggregator platforms as from focused education domains — a structural feature worth monitoring across future windows.
Market implication
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026
The AI-answer layer on this observed surface remains open — no actor has converted opening-control visibility into a commanding position across the 5-run window. The spread of 15.47 percentage points between the rank-1 and rank-10 actors signals a surface where the primacy slot is distributed across structurally different source types. For any institution monitoring its AI visibility on Premium Education US West Coast, the observation suggests that the opening-control rail is contested territory where platforms and niche domains compete on overlapping ground.
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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:
- June 15–21, 2026
- Published:
- June 23, 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 e37c33e9d0161c7f
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-june-15-21-2026 Scope: Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: June 15–21, 2026 (2026-06-15/2026-06-21) Published: June 23, 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-june-15-21-2026/data.csv Citation text: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-june-15-21-2026/citation.txt Reuse terms: https://theobservatory.io/terms niche.com holds the strongest AI opening share on this market across the 5-run observation period (June 15–21, 2026), recording 18.23% of all AI answer openings observed over the period. Key facts: • niche.com: 18% AI opening share · opening in 5/5 runs • reddit.com: 15% AI opening share · opening in 5/5 runs • youtube.com: 11% AI opening share · opening in 5/5 runs Published table — AIO opening control — top 10 (June 15–21, 2026 · 105 queries per run · 5 comparable runs): Rank · Actor · AIO opening control 1. niche.com — 18.23% AI opening share · opening in 5/5 runs — #1 2. reddit.com — 14.92% AI opening share · opening in 5/5 runs — #2 3. youtube.com — 11.05% AI opening share · opening in 5/5 runs — #3 4. boardingschoolreview.com — 7.73% AI opening share · opening in 5/5 runs — #4 5. usnews.com — 7.18% AI opening share · opening in 5/5 runs — #5 6. quora.com — 6.08% AI opening share · opening in 5/5 runs — #6 7. executive.berkeley.edu — 6.08% AI opening share · opening in 4/5 runs — #7 8. en.wikipedia.org — 4.42% AI opening share · opening in 3/5 runs — #8 9. iecaonline.com — 3.87% AI opening share · opening in 3/5 runs — #9 10. facebook.com — 2.76% AI opening share · opening in 3/5 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 5 comparable scheduled runs in the observation period June 15–21, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries. Per-actor metric values reflect the sum of each actor's openings across all comparable runs divided by one single period-wide denominator. The primary metric is AI opening share on this market. AI Overview opening-control evidence was available on 5 of 5 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 (5 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Premium Education US West Coast San Francisco Bay Area / Los Angeles, June 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 · June 15–21, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787935033582_s6hnbo. 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 (June 23, 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-june-15-21-2026 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: e37c33e9d0161c7f
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 · June 15–21, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787935033582_s6hnbo. 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 constructing its response. It does not measure general citation frequency, and it does not reflect organic search ranking.
- Does this card prove a longer-term trend in AI opening behavior?
- No. This observation covers 5 comparable scheduled runs in an observation period from June 15–21, 2026. AI Overview opening behavior is volatile across queries, models, and dates. This observation does not establish a longer-term trend.
- Why do quora.com and executive.berkeley.edu show the same percentage but different ranks?
- Both record 6.08% AI opening share on this market. The governed panel applies a deterministic tie-break to order actors with identical metric values, so they hold distinct ranks (#6 and #7) even though their cumulative opening shares match.
Scope and limitations
Premium Education US West Coast · San Francisco Bay Area / Los Angeles · AI Overview · June 15–21, 2026 · what this card does not claim
- Observes the observed AI answer surface only; within a defined scope and window.
- A period aggregate (5 comparable runs) — not a claim about bookings, revenue, or market share.
- Scoped to Premium Education US West Coast San Francisco Bay Area / Los Angeles, June 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 5 comparable scheduled runs in the observation period June 15–21, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 105 observed queries. Per-actor metric values reflect the sum of each actor's openings across all comparable runs divided by one single period-wide denominator. The primary metric is AI opening share on this market. AI Overview opening-control evidence was available on 5 of 5 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 5 comparable scheduled runs in an observation period. AI Overview opening-control evidence available on 5 of 5 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 2026-06-23 · Governed capture ID · pr_1787935033582_s6hnbo
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, June 15–21, 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 Boston / New York reading and Dubai Abu Dhabi reading examine the same AI Overview Ranking — Top 10 for June 15–21, 2026; compare the stated reading bases before drawing a cross-market conclusion.
