— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Luxury Fashion, Seoul?
youtube.com holds the strongest AI opening share on the Luxury Fashion Seoul market across the 6-run window from June 29 – July 5, 2026, at 20.69%.
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- Market
- Luxury Fashion
- Location
- Seoul
- Observed period
- Jun 29 – Jul 5, 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 Seoul's luxury fashion surface, platforms open AI answers — and no specialist domain has claimed the primacy slot.”
Quick answer
reddit.com follows at 20.31%, sitting 0.38 percentage points behind.
Key reading
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
youtube.com holds the rank-1 position in the period-wide AI opening-control ranking for Luxury Fashion Seoul at 20.69%, with reddit.com at 20.31% — a gap of just 0.38 percentage points. The top 3 actors together hold more than the remaining 7 combined. Below the top two, the panel drops sharply: instagram.com records 9.96%, and the 9 sources behind youtube.com range from 20.31% down to 3.83%. The non-obvious read is structural: four of the governed top-10 actors are general-purpose platforms, yet the surface also features focused sources such as guide.michelin.com and koreatodo.com, each at 8.05%. This is a surface where AI reaches for platforms first, but niche domains have accumulated enough opening volume to hold mid-panel positions across the period.
Core metric
AIO opening control — top 10 · Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| youtube.com | #1 | 20.69% AI opening share | opening in 6/6 runs |
| reddit.com | #2 | 20.31% AI opening share | opening in 6/6 runs |
| instagram.com | #3 | 9.96% AI opening share | opening in 6/6 runs |
| guide.michelin.com | #4 | 8.05% AI opening share | opening in 6/6 runs |
| koreatodo.com | #5 | 8.05% AI opening share | opening in 5/6 runs |
| traveloka.com | #6 | 4.98% AI opening share | opening in 6/6 runs |
| darveys.com | #7 | 4.60% AI opening share | opening in 6/6 runs |
| klook.com | #8 | 4.21% AI opening share | opening in 5/6 runs |
| facebook.com | #9 | 3.83% AI opening share | opening in 6/6 runs |
| vogue.com | #10 | 3.83% AI opening share | opening in 5/6 runs |
How the actors read on the surface
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
youtube.com holds the strongest AI opening share on this market in this card scope, at 20.69%. It opened AI answers on 6 of 6 comparable runs, making it one of 7 actors on the panel to open AI answers in all 6 comparable runs. As a general-purpose platform, its rank-1 position on this opening-control rail signals that AI reaches for video-hosting content first when answering luxury fashion queries in Seoul.
reddit.com records 20.31% AI opening share on this market and sits 0.38 percentage points behind youtube.com on AI opening share on this market. It opened AI answers on 6 of 6 comparable runs. The margin separating it from the rank-1 actor is the narrowest gap on the entire panel — a user-generated discussion platform nearly matching a video platform at the top of the opening rail.
instagram.com records 9.96% AI opening share on this market, sitting 10.73 percentage points behind youtube.com on AI opening share on this market. It opened AI answers on 6 of 6 comparable runs. The drop from the top two to instagram.com marks the panel's steepest single-step decline, separating the co-contending pair from the rest of the surface.
guide.michelin.com records 8.05% AI opening share on this market and sits 12.64 percentage points behind youtube.com. It opened AI answers on 6 of 6 comparable runs. As a focused source rather than a general-purpose platform, its presence at this level on a luxury fashion surface is a distinctive feature of the panel's composition.
koreatodo.com records 8.05% AI opening share on this market, matching guide.michelin.com on the primary metric. It opened AI answers on 5 of 6 comparable runs. Its position as a niche domain on a fashion-focused surface underscores how AI opening behavior draws from locally oriented sources alongside global platforms.
traveloka.com records 4.98% AI opening share on this market and sits 15.71 percentage points behind youtube.com. It opened AI answers on 6 of 6 comparable runs — one of 7 actors on the panel to open AI answers in all 6 comparable runs, despite holding a lower cumulative share.
darveys.com records 4.60% AI opening share on this market and sits 16.09 percentage points behind youtube.com. It opened AI answers on 6 of 6 comparable runs. As a visible domain on this surface, it occupies the lower-mid tier of the panel by cumulative opening volume over the period.
klook.com records 4.21% AI opening share on this market and sits 16.48 percentage points behind youtube.com. It opened AI answers on 5 of 6 comparable runs. Its presence on a luxury fashion rail — rather than a travel-specific surface — illustrates the breadth of sources AI draws from when opening answers.
facebook.com records 3.83% AI opening share on this market and sits 16.86 percentage points behind youtube.com. It opened AI answers on 6 of 6 comparable runs. As a social platform, it rounds out the platform contingent on this panel but at the lowest share among the four platforms present.
vogue.com records 3.83% AI opening share on this market and sits 16.86 percentage points behind youtube.com. It opened AI answers on 5 of 6 comparable runs. As the only publication-classified actor on the governed top-10 panel, its position at rank 10 by cumulative opening volume is notable on a surface explicitly covering luxury fashion.
Pattern on the observed surface
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
The panel is top-heavy but not monopolized
The panel is top-heavy but not monopolized. The top 3 actors together hold more than the remaining 7 combined, yet the rank-1 and rank-2 actors are separated by just 0.38 percentage points — the tightest gap on the surface. Below the top pair, the panel drops into a broad trailing band: the 9 sources behind youtube.com range from 20.31% down to 3.83%. Platforms dominate the upper ranks — four of the governed top-10 are general-purpose or social platforms — but focused sources and niche domains occupy the mid-panel, preventing a pure platform lockout. 7 of the 10 actors on the panel opened AI answers in all 6 comparable runs; 3 opened AI answers in fewer runs.
Why this reading matters
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
youtube.com holds the rank-1 position on this AI opening-control rail, yet the surface it leads is structurally unusual for a luxury fashion market: the governed top-10 panel includes travel-oriented domains, a food-guide source, and user-generated discussion platforms alongside a single fashion publication. AI opening behavior on this market draws from a wider source vocabulary than the market label alone would suggest.
Market implication
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 2026
The AI-answer layer across this Seoul fashion surface remains wide open — presence values stay low across the entire panel over the observed 6-run window, and no single actor has built deep authority on this observed AI Overview opening-control surface across the comparable window. For any operator monitoring AI opening share on this market, the observation signals that the primacy slot is contested between platforms rather than claimed by a specialist fashion source. The spread of 16.86 percentage points from top to bottom is meaningful, but the rank-1 share itself — 20.69% — leaves substantial opening volume distributed across the rest of the panel.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Fashion · Seoul
- Surface:
- AI Overview · Google · Desktop
- Observed:
- Jun 29 – Jul 5, 2026
- Published:
- July 7, 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 23a8d037d05a0231
Who controls Google's AI Overview for Luxury Fashion, Seoul? Source: https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-june-29-to-july-5-2026 Scope: Luxury Fashion · Seoul · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Jun 29 – Jul 5, 2026 (2026-06-29/2026-07-05) Published: July 7, 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-june-29-to-july-5-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-june-29-to-july-5-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI opening share on the Luxury Fashion Seoul market across the 6-run window from June 29 – July 5, 2026, at 20.69%. Key facts: • youtube.com: 21% AI opening share · opening in 6/6 runs • reddit.com: 20% AI opening share · opening in 6/6 runs • instagram.com: 10% AI opening share · opening in 6/6 runs Published table — AIO opening control — top 10 (Jun 29 – Jul 5, 2026 · 105 queries per run · 6 comparable runs): Rank · Actor · AIO opening control 1. youtube.com — 20.69% AI opening share · opening in 6/6 runs — #1 2. reddit.com — 20.31% AI opening share · opening in 6/6 runs — #2 3. instagram.com — 9.96% AI opening share · opening in 6/6 runs — #3 4. guide.michelin.com — 8.05% AI opening share · opening in 6/6 runs — #4 5. koreatodo.com — 8.05% AI opening share · opening in 5/6 runs — #5 6. traveloka.com — 4.98% AI opening share · opening in 6/6 runs — #6 7. darveys.com — 4.60% AI opening share · opening in 6/6 runs — #7 8. klook.com — 4.21% AI opening share · opening in 5/6 runs — #8 9. facebook.com — 3.83% AI opening share · opening in 6/6 runs — #9 10. vogue.com — 3.83% AI opening share · opening in 5/6 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 June 29 – July 5, 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 openings across all comparable runs divided by one single period-wide denominator. AI Overview opening-control evidence was available on 6 of 6 runs in the comparable window. Primary metric: 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 (6 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Luxury Fashion Seoul, July 2026; not generalisable beyond this market and window. — The Observatory · Luxury Fashion · Seoul · AI Overview · Google · Desktop · Jun 29 – Jul 5, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791394644258_wtxfww. 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 7, 2026), Who controls Google's AI Overview for Luxury Fashion, Seoul?. https://theobservatory.io/articles/luxury-fashion-seoul-ai-overview-control-june-29-to-july-5-2026 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: 23a8d037d05a0231
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 · Jun 29 – Jul 5, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791394644258_wtxfww. 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-control slot — the actor cited at the start of the AI-generated response — not general citation frequency and not organic search ranking.
- How was this panel calculated?
- The panel aggregates AI Overview opening data from 105 observed queries across 6 comparable scheduled runs in the observation period June 29 – July 5, 2026. Each actor's share is its total openings divided by a single period-wide denominator. The ranking reflects cumulative opening volume over the period, not a daily average.
- Does this card prove a longer-term trend or reflect organic search visibility?
- No. This observation covers a 6-run window on the AI Overview opening-control rail only. It does not establish a longer-term trend, does not measure general citation share, and does not reflect organic search visibility. AI Overview opening behavior is volatile across queries, models, and dates.
Scope and limitations
Luxury Fashion · Seoul · AI Overview · Jun 29 – Jul 5, 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, July 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 June 29 – July 5, 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 openings across all comparable runs divided by one single period-wide denominator. AI Overview opening-control evidence was available on 6 of 6 runs in the comparable window. Primary metric: 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 6 comparable scheduled runs in an observation period. AI Overview opening-control evidence available on 6 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 2026-07-07 · Governed capture ID · pr_1791394644258_wtxfww
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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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, Jun 29 – Jul 5, 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 Jun 29 – Jul 5, 2026; compare the stated reading bases before drawing a cross-market conclusion.
