— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Luxury Hospitality, French Riviera?
wifirst.com holds the strongest AI opening share on the Luxury Hospitality French Riviera market across the 7-run window (August 31 – September 6, 2026), at 16.46%.
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- Market
- Luxury Hospitality
- Location
- French Riviera
- Observed period
- Aug 31 – Sep 6, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 82 queries per run
- Search engine
- Device
- Desktop
- Source location
- France
- Reading
- Ranking Top 10 · AI Overview
“On the French Riviera luxury hospitality opening-control rail, the top-10 panel is contested — no actor commands even a fifth of AI openings.”
Quick answer
atout-france.fr follows at 15.19%, with instagram.com close behind at 14.77%.
Key reading
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
wifirst.com holds the rank-1 position in the period-wide AI opening-control ranking for Luxury Hospitality French Riviera, at 16.46% — but the gap to atout-france.fr is only 1.27 percentage points, and instagram.com sits just 1.69 percentage points behind. The top 3 actors together hold more than the remaining 7 combined, yet the spread from rank 1 to rank 10 is 13.92 percentage points, with the 9 sources behind wifirst.com ranging from 15.19% down to 2.53%. The panel is fragmented across the observed surface: the opening-control rail draws on a mix of focused sources and general-purpose platforms, with no actor accumulating a share large enough to signal clear primacy over the period.
Core metric
AIO opening control — top 10 · Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| wifirst.com | #1 | 16.46% AI opening share | opening in 7/7 runs |
| atout-france.fr | #2 | 15.19% AI opening share | opening in 7/7 runs |
| instagram.com | #3 | 14.77% AI opening share | opening in 7/7 runs |
| facebook.com | #4 | 10.13% AI opening share | opening in 6/7 runs |
| youtube.com | #5 | 9.28% AI opening share | opening in 7/7 runs |
| france.fr | #6 | 8.44% AI opening share | opening in 5/7 runs |
| esg-luxe.com | #7 | 5.49% AI opening share | opening in 7/7 runs |
| larevuedeshotels.com | #8 | 4.64% AI opening share | opening in 7/7 runs |
| fr.wikipedia.org | #9 | 3.80% AI opening share | opening in 7/7 runs |
| yonder.fr | #10 | 2.53% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
wifirst.com holds the strongest AI opening share on this market in this card scope, at 16.46%, and opened AI answers on 7 of 7 comparable runs. Its position at the top of the period-wide ranking is narrow — atout-france.fr sits only 1.27 percentage points behind.
atout-france.fr records 15.19% AI opening share on this market, sitting 1.27 percentage points behind wifirst.com. It opened AI answers on 7 of 7 comparable runs, matching the rank-1 actor on presence across the window.
instagram.com records 14.77% AI opening share on this market, a social platform occupying the third position in the period-wide ranking. It sits 1.69 percentage points behind wifirst.com and opened AI answers on 7 of 7 comparable runs — a general-purpose platform drawing nearly as much opening volume as the two focused sources above it.
facebook.com records 10.13% AI opening share on this market and sits 6.33 percentage points behind wifirst.com. It opened AI answers on 6 of 7 comparable runs, the only social platform on the panel with fewer than 7 runs of presence.
youtube.com records 9.28% AI opening share on this market, sitting 7.17 percentage points behind wifirst.com. As a general-purpose platform, it opened AI answers on 7 of 7 comparable runs — present on every observation but accumulating less opening volume than the three actors above it.
france.fr records 8.44% AI opening share on this market and sits 8.02 percentage points behind wifirst.com. It opened AI answers on 5 of 7 comparable runs, one of the actors on the panel with intermittent presence across the window.
esg-luxe.com records 5.49% AI opening share on this market, sitting 10.97 percentage points behind wifirst.com. Despite opening AI answers on 7 of 7 comparable runs, its cumulative opening volume places it in the lower portion of the panel.
larevuedeshotels.com records 4.64% AI opening share on this market and sits 11.81 percentage points behind wifirst.com. It opened AI answers on 7 of 7 comparable runs, accumulating a modest share of the period's total openings.
fr.wikipedia.org records 3.80% AI opening share on this market, a general-purpose platform sitting 12.66 percentage points behind wifirst.com. It opened AI answers on 7 of 7 comparable runs — present on every observation but accumulating a small share of the period's total openings.
yonder.fr records 2.53% AI opening share on this market and sits 13.92 percentage points behind wifirst.com. It opened AI answers on 5 of 7 comparable runs, the lowest cumulative opening volume on the governed panel.
Pattern on the observed surface
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
The panel is top-heavy at the cluster level
The panel is top-heavy at the cluster level: the top 3 actors together hold more than the remaining 7 combined. Yet the gap between the rank-1 and rank-2 actors is only 1.27 percentage points, making the top of the panel contested rather than dominated. The surface mixes focused sources and general-purpose platforms — social platforms occupy three of the top five positions by cumulative opening volume. 7 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 3 opened AI answers in fewer runs. The 9 sources behind wifirst.com sit between 1.27 and 13.92 percentage points behind it, a wide trailing spread that thins sharply past the top three.
Why this reading matters
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
wifirst.com — a domain not classified as a specialist hospitality operator in this card scope — holds the rank-1 position on the AI Overview opening-control rail for Luxury Hospitality French Riviera across this 7-run window. The opening-control surface for this market draws on a mix of focused sources and social platforms, with no single actor type commanding the primacy slot outright.
Market implication
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 2026
The fragmented shape of this opening-control panel signals that AI Overviews on the French Riviera luxury hospitality surface draw from a wide and contested set of sources when choosing which domain opens an answer. The narrow gap at the top — 1.27 percentage points between the rank-1 and rank-2 actors — means the primacy slot on this observed surface is not locked. For any actor monitoring AI visibility on this market, the observation suggests that the opening-control rail remains an open contest across the period.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Hospitality · French Riviera
- Surface:
- AI Overview · Google · Desktop
- Observed:
- Aug 31 – Sep 6, 2026
- Published:
- September 8, 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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Who controls Google's AI Overview for Luxury Hospitality, French Riviera? Source: https://theobservatory.io/articles/luxury-hospitality-french-riviera-ai-overview-control-august-31-to-september-6-2026 Scope: Luxury Hospitality · French Riviera · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: Aug 31 – Sep 6, 2026 (2026-08-31/2026-09-06) Published: September 8, 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-hospitality-french-riviera-ai-overview-control-august-31-to-september-6-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-hospitality-french-riviera-ai-overview-control-august-31-to-september-6-2026/citation.txt Reuse terms: https://theobservatory.io/terms wifirst.com holds the strongest AI opening share on the Luxury Hospitality French Riviera market across the 7-run window (August 31 – September 6, 2026), at 16.46%. Key facts: • wifirst.com: 16% AI opening share · opening in 7/7 runs • atout-france.fr: 15% AI opening share · opening in 7/7 runs • instagram.com: 15% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (Aug 31 – Sep 6, 2026 · 82 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. wifirst.com — 16.46% AI opening share · opening in 7/7 runs — #1 2. atout-france.fr — 15.19% AI opening share · opening in 7/7 runs — #2 3. instagram.com — 14.77% AI opening share · opening in 7/7 runs — #3 4. facebook.com — 10.13% AI opening share · opening in 6/7 runs — #4 5. youtube.com — 9.28% AI opening share · opening in 7/7 runs — #5 6. france.fr — 8.44% AI opening share · opening in 5/7 runs — #6 7. esg-luxe.com — 5.49% AI opening share · opening in 7/7 runs — #7 8. larevuedeshotels.com — 4.64% AI opening share · opening in 7/7 runs — #8 9. fr.wikipedia.org — 3.80% AI opening share · opening in 7/7 runs — #9 10. yonder.fr — 2.53% AI opening share · opening in 5/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Luxury Hospitality French Riviera in France on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The panel ranks the top-10 actors by cumulative AI opening share on this market, aggregated from 82 observed queries. Per-actor 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 window. 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 Luxury Hospitality French Riviera, September 2026; not generalisable beyond this market and window. — The Observatory · Luxury Hospitality · French Riviera · AI Overview · Google · Desktop · Aug 31 – Sep 6, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788689413407_ekyh45. 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 8, 2026), Who controls Google's AI Overview for Luxury Hospitality, French Riviera?. https://theobservatory.io/articles/luxury-hospitality-french-riviera-ai-overview-control-august-31-to-september-6-2026 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: 6c45ce650118699b
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 Hospitality · French Riviera · AI Overview · Google · Desktop · Aug 31 – Sep 6, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788689413407_ekyh45. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI opening share' measure on this card?
- AI opening share 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 is not the same as general citation share (which counts all citations, not just the opening) and it is not an organic search ranking.
- Does this card prove a longer-term trend for any actor?
- This card observes a 7-run window from August 31 (Aug 31 – Sep 6, 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.
- How were the per-actor values calculated across the window?
- Each actor's AI opening share is the sum of its openings across all 7 comparable runs, divided by a single period-wide denominator. The panel is ranked by cumulative opening volume over the period — not by an average of daily values. AI Overview opening-control evidence was available on 7 of 7 runs in the window.
Scope and limitations
Luxury Hospitality · French Riviera · AI Overview · Aug 31 – Sep 6, 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 Luxury Hospitality French Riviera, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview opening-control rail for Luxury Hospitality French Riviera in France on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The panel ranks the top-10 actors by cumulative AI opening share on this market, aggregated from 82 observed queries. Per-actor 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 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 7 comparable scheduled runs (August 31 – September 6, 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 2026-09-08 · Governed capture ID · pr_1788689413407_ekyh45
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 Hospitality French Riviera room places this AI Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, Aug 31 – Sep 6, 2026, Luxury Hospitality French Riviera 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 Dubai reading and Italy reading examine the same AI Overview Ranking — Top 10 for Aug 31 – Sep 6, 2026; compare the stated reading bases before drawing a cross-market conclusion.
