— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Luxury Fashion, Seoul?
youtube.com holds the strongest AI opening share on this market across the 6-run observation period (August 24–30, 2026), recording 22.93% of all AI answer openings observed over the period.
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- Market
- Luxury Fashion
- Location
- Seoul
- Observed period
- August 24–30, 2026
- Run type
- Period run · 6 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- KR
- Reading
- Ranking Top 10 · AI Overview
“On Luxury Fashion Seoul's AI opening-control rail, platforms — not specialist domains — open the answers.”
Quick answer
The top-10 panel is drawn from 105 observed queries on Google desktop in South Korea.
Key reading
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
youtube.com holds the rank-1 position in the period-wide AI opening-control ranking at 22.93%, with reddit.com in second at 15.12% and instagram.com in third at 11.22%. The top 3 actors together hold more than the remaining 7 combined. The 9 sources behind youtube.com range from 15.12% down to 3.41%, and the 9 sources behind youtube.com sit between 7.80 and 19.51 percentage points behind it — a spread of 19.51 percentage points separates the panel's top from its bottom. AI Overview opening-control evidence was available on 5 of 6 runs in the comparable window; one run on August 26, 2026 returned no AI Overview source competitors, so aggregated values reflect the 5 runs with available evidence.
Core metric
AIO opening control — top 10 · Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 22.93% AI opening share | opening in 4/6 runs |
| reddit.com | #2 | 15.12% AI opening share | opening in 4/6 runs |
| instagram.com | #3 | 11.22% AI opening share | opening in 4/6 runs |
| facebook.com | #4 | 9.27% AI opening share | opening in 4/6 runs |
| traveloka.com | #5 | 9.27% AI opening share | opening in 4/6 runs |
| darveys.com | #6 | 5.37% AI opening share | opening in 4/6 runs |
| koreatodo.com | #7 | 4.88% AI opening share | opening in 3/6 runs |
| businessoffashion.com | #8 | 3.41% AI opening share | opening in 3/6 runs |
| farfetch.com | #9 | 3.41% AI opening share | opening in 2/6 runs |
| vogue.com | #10 | 3.41% AI opening share | opening in 2/6 runs |
How the actors read on the surface
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
youtube.com holds the strongest AI opening share on this market in this card scope, at 22.93%. It opened AI answers on 4 of 6 comparable runs. As a general-purpose platform, youtube.com occupies the AI primacy slot on a surface where no specialist fashion domain leads the period-wide ranking.
reddit.com records 15.12% AI opening share on this market and sits 7.80 percentage points behind youtube.com on AI opening share on this market. It opened AI answers on 4 of 6 comparable runs, matching the rank-1 actor's presence frequency while accumulating a materially lower share of openings.
instagram.com records 11.22% AI opening share on this market, sitting 11.71 percentage points behind youtube.com. It opened AI answers on 4 of 6 comparable runs. Another social platform occupying a top-3 position on this opening-control rail.
facebook.com records 9.27% AI opening share on this market and sits 13.66 percentage points behind youtube.com. It opened AI answers on 4 of 6 comparable runs. The fourth social platform in the governed panel, rounding out a cluster of general-purpose platforms at the top of the ranking.
traveloka.com records 9.27% AI opening share on this market, tied on the metric with facebook.com but holding a separate governed rank. It opened AI answers on 4 of 6 comparable runs. traveloka.com is the first non-platform domain on the panel, appearing as a visible domain on this surface.
darveys.com records 5.37% AI opening share on this market and sits 17.56 percentage points behind youtube.com. It opened AI answers on 4 of 6 comparable runs. A niche domain on the panel, darveys.com occupies a position well behind the platform-heavy upper tier.
koreatodo.com records 4.88% AI opening share on this market and sits 18.05 percentage points behind youtube.com. It opened AI answers on 3 of 6 comparable runs — a lower presence frequency than the actors ranked above it.
businessoffashion.com records 3.41% AI opening share on this market and sits 19.51 percentage points behind youtube.com. It opened AI answers on 3 of 6 comparable runs. A focused source on this surface, it shares its opening-share value with two other actors at the bottom of the panel.
farfetch.com records 3.41% AI opening share on this market and sits 19.51 percentage points behind youtube.com. It opened AI answers on 2 of 6 comparable runs — the joint-lowest presence frequency on the governed panel.
vogue.com records 3.41% AI opening share on this market and sits 19.51 percentage points behind youtube.com. It opened AI answers on 2 of 6 comparable runs. The only publication on the panel, vogue.com shares the bottom-tier opening share and the lowest presence frequency.
Pattern on the observed surface
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
The panel is top-heavy and platform-dominated
The panel is top-heavy and platform-dominated. The top 3 actors together hold more than the remaining 7 combined, and all three are social platforms. The 9 sources behind youtube.com range from 15.12% down to 3.41%. Niche domains and focused sources appear only from the fifth position downward, and none of the 10 actors on the panel opened AI answers in all 6 comparable runs. The bottom three actors share an identical opening-share value of 3.41%, compressing the tail of the panel into a flat cluster. The surface reads as a contest between general-purpose platforms at the top and a dispersed set of specialist or niche domains trailing behind them.
Why this reading matters
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
youtube.com's rank-1 position on this AI opening-control rail is structurally notable: it is a general-purpose platform with no fashion-specific editorial mandate, yet it accumulated the largest share of AI answer openings on a luxury fashion market in South Korea. The governed panel contains no fashion-brand domain in its top 4 — the opening-control surface, as observed across this 6-run window, is shaped by platform reach rather than by specialist fashion content.
Market implication
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026
The AI-answer opening layer on this market is wide open as observed across the window. No specialist fashion domain has secured a leading share of AI answer openings; the surface is instead shaped by platforms that aggregate user-generated content. For any operator monitoring AI opening visibility on Luxury Fashion Seoul, this observation signals that the primacy slot is currently occupied by generalist sources rather than by focused fashion actors.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Fashion · Seoul
- Surface:
- AI Overview · Google · Desktop
- Observed:
- August 24–30, 2026
- Published:
- September 1, 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 cc35ae0aacb15762
Who controls Google's AI Overview for Luxury Fashion, Seoul? Source: https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-august-24-30-2026 Scope: Luxury Fashion · Seoul · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: August 24–30, 2026 (2026-08-24/2026-08-30) Published: September 1, 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/luxury-fashion-seoul-ai-overview-control-august-24-30-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-august-24-30-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on this market across the 6-run observation period (August 24–30, 2026), recording 22.93% of all AI answer openings observed over the period. Key facts: • youtube.com: 23% AI opening share · opening in 4/6 runs • reddit.com: 15% AI opening share · opening in 4/6 runs • instagram.com: 11% AI opening share · opening in 4/6 runs Published table — AIO opening control — top 10 (August 24–30, 2026 · 105 queries per run · 6 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 22.93% AI opening share · opening in 4/6 runs — #1 2. reddit.com — 15.12% AI opening share · opening in 4/6 runs — #2 3. instagram.com — 11.22% AI opening share · opening in 4/6 runs — #3 4. facebook.com — 9.27% AI opening share · opening in 4/6 runs — #4 5. traveloka.com — 9.27% AI opening share · opening in 4/6 runs — #5 6. darveys.com — 5.37% AI opening share · opening in 4/6 runs — #6 7. koreatodo.com — 4.88% AI opening share · opening in 3/6 runs — #7 8. businessoffashion.com — 3.41% AI opening share · opening in 3/6 runs — #8 9. farfetch.com — 3.41% AI opening share · opening in 2/6 runs — #9 10. vogue.com — 3.41% AI opening share · opening in 2/6 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Luxury Fashion Seoul in South Korea on Google desktop across 6 comparable scheduled runs in the observation period August 24–30, 2026. The panel ranks the top-10 actors by cumulative AI opening share aggregated from 105 observed queries. Per-actor values represent the sum of each actor's AI answer openings across all comparable runs, divided by one single period-wide denominator. AI Overview opening-control evidence was available on 5 of 6 runs. One run on August 26, 2026 returned no AI Overview source competitors; aggregated values are computed from the 5 runs with available evidence. Limitations and non-claims: — Observes the observed AI answer surface only; within a defined scope and window. — A period aggregate (6 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Luxury Fashion Seoul, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Fashion · Seoul · AI Overview · Google · Desktop · August 24–30, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788047420328_l2jvfz. 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 (September 1, 2026), Who controls Google's AI Overview for Luxury Fashion, Seoul?. https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-august-24-30-2026 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: cc35ae0aacb15762
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 · Luxury Fashion · Seoul · AI Overview · Google · Desktop · August 24–30, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788047420328_l2jvfz. 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. This is distinct from general citation share, which counts all citations regardless of position.
- Why was AI Overview opening-control evidence missing on one run?
- AI Overview opening-control evidence was available on 5 of 6 runs in the comparable window. The run on August 26, 2026 returned no AI Overview source competitors — meaning the AI Overview surface was either absent or returned without source citations on that date. Aggregated values reflect the 5 runs with available evidence.
- Does this card prove a longer-term trend or measure organic search visibility?
- This observation does not establish a longer-term trend. It reads only the AI Overview opening-control rail across a 6-run observation period. It does not measure organic search visibility, general citation share, or business-market position. AI Overview opening behavior is volatile across queries, models, and dates.
Scope and limitations
Luxury Fashion · Seoul · AI Overview · August 24–30, 2026 · what this card does not claim
- Observes the observed AI answer surface only; within a defined scope and window.
- A period aggregate (6 comparable runs) — not a claim about bookings, revenue, or market share.
- Scoped to Luxury Fashion Seoul, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview opening-control rail for Luxury Fashion Seoul in South Korea on Google desktop across 6 comparable scheduled runs in the observation period August 24–30, 2026. The panel ranks the top-10 actors by cumulative AI opening share aggregated from 105 observed queries. Per-actor values represent the sum of each actor's AI answer openings across all comparable runs, divided by one single period-wide denominator. AI Overview opening-control evidence was available on 5 of 6 runs. One run on August 26, 2026 returned no AI Overview source competitors; aggregated values are computed from the 5 runs with available evidence.
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 6 comparable scheduled runs (August 24–30, 2026). AI Overview opening-control evidence available on 5 of 6 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 2026-09-01 · Governed capture ID · pr_1788047420328_l2jvfz
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 Luxury Fashion Seoul room places this AI Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, August 24–30, 2026, Luxury Fashion Seoul 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 Hong Kong reading and London reading examine the same AI Overview Ranking — Top 10 for August 24–30, 2026; compare the stated reading bases before drawing a cross-market conclusion.
