— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?
youtube.com holds the strongest AI citation share on the Luxury Hospitality US Urban-Resort (NY/Miami) panel at 18.45%, accumulated across 7 comparable scheduled runs from August 10–16, 2026.
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- Market
- Luxury Hospitality US Urban-Resort (NY/Miami)
- Location
- New York / Miami
- Observed period
- August 10–16, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- United States
- Reading
- Ranking Top 5 · AI citation
“On luxury hospitality's AI Overview citation rail, platforms — not specialist operators — capture the top-5 panel across seven runs.”
Quick answer
The top-5 actors on this AI Overview citation rail are all platforms or non-operator domains.
Key reading
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
youtube.com holds the strongest AI citation share on this market at 18.45%, with instagram.com close behind at 16.12% — a gap of 2.33 percentage points. The top 2 actors together hold more than the remaining 3 combined. reddit.com records 10.43%, while forbestravelguide.com and cntraveler.com sit further back at 8.90% and 6.86% respectively. The spread between the rank-1 and rank-5 positions is 11.60 percentage points. What stands out is the composition: every actor on this panel is a platform or a non-operator domain — no specialist hospitality operator appears in the governed top 5 by cumulative AI citation volume over the period.
Core metric
Citation share — top 5 · Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 18.45% AI citation share | cited in 7/7 runs |
| instagram.com | #2 | 16.12% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 10.43% AI citation share | cited in 7/7 runs |
| forbestravelguide.com | #4 | 8.90% AI citation share | cited in 7/7 runs |
| cntraveler.com | #5 | 6.86% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
youtube.com holds the strongest AI citation share on this market at 18.45%, accumulated across the 7-run window. Cited in 7 of 7 comparable runs, it occupies the rank-1 position in the period-wide ranking — a general-purpose platform sitting ahead of every other domain on this AI Overview citation surface.
instagram.com records 16.12% AI citation share on this market and sits 2.33 percentage points behind youtube.com. Also cited in 7 of 7 comparable runs, it is a social platform that occupies the second position on this period-wide AI Overview citation panel.
reddit.com records 10.43% AI citation share on this market, sitting 8.02 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, this discussion platform holds a mid-panel position — visible enough to register consistently, but well behind the top two.
forbestravelguide.com records 8.90% AI citation share on this market, sitting 9.56 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the highest-ranked focused source on the panel — and the only domain in the top 5 that is not classified as a general-purpose or social platform.
cntraveler.com records 6.86% AI citation share on this market, the lowest on the governed panel, sitting 11.60 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it occupies the rank-5 position in the period-wide ranking.
Pattern on the observed surface
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
The panel is top-heavy
The panel is top-heavy: the top 2 actors together hold more than the remaining 3 combined, and the top 3 actors together hold more than the remaining 2 combined. The 4 sources behind youtube.com range from 16.12% down to 6.86%. All 5 actors on the panel were cited in all 7 comparable runs. The surface is dominated by platforms and editorial domains rather than specialist hospitality operators — a structural feature that distinguishes this AI Overview citation rail from what an operator might expect on a luxury hospitality market.
Why this reading matters
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
youtube.com, a general-purpose platform, holds the rank-1 position by cumulative AI citation volume on a luxury hospitality market panel where no specialist hotel operator appears. The AI Overview citation rail for this market draws its sources from user-generated content and editorial travel coverage rather than from the operators who run the properties themselves.
Market implication
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026
The absence of specialist hospitality operators from the governed top 5 on this AI Overview citation surface signals that AI Overviews, when answering luxury hospitality queries for the New York and Miami corridor, draw citations from platforms and editorial domains rather than from operator-owned content. For any operator monitoring their AI Overview citation visibility on this market, the period observation across August 10–16, 2026 suggests that the citation surface is structurally oriented toward third-party sources.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 10–16, 2026
- Published:
- August 22, 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 93f30d9495349df4
Who does AI cite most for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami? Source: https://theobservatory.io/articles/luxury-hospitality-new-york-miami-most-cited-by-ai-august-10-16-2026 Scope: Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 10–16, 2026 (2026-08-10/2026-08-16) Published: August 22, 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-new-york-miami-most-cited-by-ai-august-10-16-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-hospitality-new-york-miami-most-cited-by-ai-august-10-16-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Hospitality US Urban-Resort (NY/Miami) panel at 18.45%, accumulated across 7 comparable scheduled runs from August 10–16, 2026. Key facts: • youtube.com: 18% AI citation share · cited in 7/7 runs • instagram.com: 16% AI citation share · cited in 7/7 runs • reddit.com: 10% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 10–16, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 18.45% AI citation share · cited in 7/7 runs — #1 2. instagram.com — 16.12% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 10.43% AI citation share · cited in 7/7 runs — #3 4. forbestravelguide.com — 8.90% AI citation share · cited in 7/7 runs — #4 5. cntraveler.com — 6.86% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Hospitality US Urban-Resort (NY/Miami) in the United States on Google desktop, across 7 comparable scheduled runs in the observation period August 10–16, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor AI citation share uses one single period-wide denominator (the sum of all citations across all 7 runs). AI Overview citation evidence was available on 7 of 7 runs in the comparable window. The primary metric is AI citation share on this market. Limitations and non-claims: — Observes the observed AI citation 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 US Urban-Resort (NY/Miami) New York / Miami, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · Google · Desktop · August 10–16, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791341946689_o2mcye. 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 (August 22, 2026), Who does AI cite most for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?. https://theobservatory.io/articles/luxury-hospitality-new-york-miami-most-cited-by-ai-august-10-16-2026 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: 93f30d9495349df4
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 US Urban-Resort (NY/Miami) · New York / Miami · AI citation · Google · Desktop · August 10–16, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791341946689_o2mcye. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share on this market measure?
- AI citation share measures how often an actor's domain appears as a cited source inside AI Overview answers across the market's observed query set. It reflects citation frequency, not who opens the AI Overview answer or where the actor ranks in organic search results.
- Does this card prove a longer-term trend in AI Overview citations?
- No. This card observes a 7-run window from August 10–16, 2026. AI Overview content varies by query, model, and date. The period aggregation widens the evidence base beyond a single run, but it does not establish a multi-month trajectory.
- Why are there no specialist hotel operators in the top 5?
- The governed top-5 panel is ranked by cumulative AI citation volume across 105 observed queries over 7 comparable runs. The actors that accumulated the most citations over this period were platforms and editorial domains. This observation does not mean specialist operators are absent from AI Overviews entirely — only that they did not accumulate enough citations to appear in the top 5 by cumulative volume over this window.
Scope and limitations
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 10–16, 2026 · what this card does not claim
- Observes the observed AI citation 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 US Urban-Resort (NY/Miami) New York / Miami, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Hospitality US Urban-Resort (NY/Miami) in the United States on Google desktop, across 7 comparable scheduled runs in the observation period August 10–16, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor AI citation share uses one single period-wide denominator (the sum of all citations across all 7 runs). AI Overview citation evidence was available on 7 of 7 runs in the comparable window. The primary metric is AI citation 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, August 10–16, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI opening control 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 2026-08-22 · Governed capture ID · pr_1791341946689_o2mcye
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 US Urban-Resort (NY/Miami) room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, August 10–16, 2026, Luxury Hospitality US Urban-Resort (NY/Miami) is also read in the AI Overview Ranking — Top 10 table, the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis.
The Dubai reading and French Riviera reading examine the same AI Citation Ranking — Top 5 for August 10–16, 2026; compare the stated reading bases before drawing a cross-market conclusion.
