— 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 this market at 14.40%, followed by instagram.com at 13.92% and reddit.com at 11.65%, across 7 comparable scheduled runs in the observation period August 17–23, 2026.
Follow
Follow The Observatory
- Market
- Luxury Hospitality US Urban-Resort (NY/Miami)
- Location
- New York / Miami
- Observed period
- August 17–23, 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
“Platforms, not hospitality operators, hold every seat on the AI Overview citation panel for Luxury Hospitality US Urban-Resort (NY/Miami).”
Quick answer
forbestravelguide.com and facebook.com complete the top-5 panel at 8.33% and 7.85% respectively.
Key reading
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 2026
The AI Overview citation rail for Luxury Hospitality US Urban-Resort (NY/Miami) across the 7-run window is fragmented — the top 2 actors together hold more than the remaining 3 combined, yet the spread between the rank-1 and rank-5 positions is only 6.55 percentage points. youtube.com holds the period-wide rank-1 position at 14.40%, but instagram.com sits just 0.49 percentage points behind it on AI citation share on this market, confirming competitive parity at the top rather than a clear front-runner. The 4 sources behind youtube.com range from 13.92% down to 7.85%. Four of the five panel actors are social or general-purpose platforms; forbestravelguide.com is the only focused source on the panel. All 5 actors on the panel were cited in all 7 comparable runs, underscoring the breadth of platform citation across this surface over the observed period.
Core metric
Citation share — top 5 · Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 14.40% AI citation share | cited in 7/7 runs |
| instagram.com | #2 | 13.92% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 11.65% AI citation share | cited in 7/7 runs |
| forbestravelguide.com | #4 | 8.33% AI citation share | cited in 7/7 runs |
| facebook.com | #5 | 7.85% 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 17–23, 2026
youtube.com holds the strongest AI citation share on this market in this period-wide ranking, at 14.40%. Cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel for this market as a general-purpose platform — its lead over the next actor is just 0.49 percentage points, the narrowest gap on the panel.
instagram.com records 13.92% AI citation share on this market and sits 0.49 percentage points behind youtube.com on AI citation share on this market. As a social platform cited in 7 of 7 comparable runs, it is effectively level with the rank-1 actor across the period.
reddit.com records 11.65% AI citation share on this market, sitting 2.75 percentage points behind youtube.com on AI citation share on this market. Cited in 7 of 7 comparable runs, it appears on the AI Overview citation surface for this market as a discussion platform.
forbestravelguide.com is the only focused source on this panel, recording 8.33% AI citation share on this market. It sits 6.07 percentage points behind youtube.com on AI citation share on this market and was cited in 7 of 7 comparable runs — a notable presence given that every other panel actor is a general-purpose or social platform.
facebook.com records 7.85% AI citation share on this market, the lowest on the governed top-5 panel. It sits 6.55 percentage points behind youtube.com on AI citation share on this market and was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 2026
The panel is platform-dominated
The panel is platform-dominated: four of the five actors are social or general-purpose platforms, with one focused source completing the set. The surface is distributed rather than concentrated — the top 2 actors together hold more than the remaining 3 combined, but the full spread from rank 1 to rank 5 is only 6.55 percentage points. The 4 sources behind youtube.com range from 13.92% down to 7.85%, producing a gently sloping panel rather than a sharp drop-off. The absence of any specialist hospitality operator from the governed top-5 panel defines the structural shape of this AI Overview citation rail for the observed period.
Why this reading matters
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 2026
youtube.com holds the rank-1 position by cumulative AI citation volume over the period, yet its margin over instagram.com is the thinnest gap on the panel. The more striking observation is compositional: AI Overviews answering luxury urban-resort queries in the United States cite platforms and a single focused source — forbestravelguide.com — rather than any hospitality operator domain across the entire 7-run window.
Market implication
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 2026
AI Overview citations on this market remain almost entirely unclaimed by hospitality operators — the citation surface across the 7-run window is populated by platforms and one focused source rather than by the properties or brands that operate in this space. This observation signals that AI-generated answers for luxury urban-resort queries in the United States draw on user-generated and editorial platform content rather than operator-owned domains, a pattern worth monitoring in future windows.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
Use this observation
Use this citation capsule instead of copy-pasting fragments. It keeps the scope, capture identifiers, attribution and canonical source attached, so the observation can travel without losing context.
- Scope:
- Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 17–23, 2026
- Published:
- August 29, 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
Cite this
Copy parts
The complete citation record · revision 8aeea63ba8496b55
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-17-23-2026 Scope: Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 17–23, 2026 (2026-08-17/2026-08-23) Published: August 29, 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-17-23-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-hospitality-new-york-miami-most-cited-by-ai-august-17-23-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market at 14.40%, followed by instagram.com at 13.92% and reddit.com at 11.65%, across 7 comparable scheduled runs in the observation period August 17–23, 2026. Key facts: • youtube.com: 14% AI citation share · cited in 7/7 runs • instagram.com: 14% AI citation share · cited in 7/7 runs • reddit.com: 12% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 17–23, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 14.40% AI citation share · cited in 7/7 runs — #1 2. instagram.com — 13.92% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 11.65% AI citation share · cited in 7/7 runs — #3 4. forbestravelguide.com — 8.33% AI citation share · cited in 7/7 runs — #4 5. facebook.com — 7.85% 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 United States on Google desktop across 7 comparable scheduled runs in the observation period August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market, aggregated from 105 observed queries per run. 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 17–23, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787902276028_0bgmxt. 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 29, 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-17-23-2026 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: 8aeea63ba8496b55
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 17–23, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787902276028_0bgmxt. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share on this market measure?
- It measures how often an actor's domain appears as a cited source inside AI Overview answers across the market's observed query set. It does not measure who opens those AI answers, nor does it reflect organic search ranking.
- Can this card establish a longer-term trend?
- No. This card observes 7 comparable scheduled runs in an observation period from August 17–23, 2026. AI Overview content varies by query, model, and date; a single window does not establish a multi-month trend.
- Why are platforms so prominent on this panel?
- The card observes which domains AI Overviews cite — it does not explain why. Four of the five governed top-5 actors are social or general-purpose platforms. forbestravelguide.com is the only focused source on the panel. The card does not measure business-market ownership or operator performance.
Scope and limitations
Luxury Hospitality US Urban-Resort (NY/Miami) · New York / Miami · AI citation · August 17–23, 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 United States on Google desktop across 7 comparable scheduled runs in the observation period August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market, aggregated from 105 observed queries per run.
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 17–23, 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 2026-08-29 · Governed capture ID · pr_1787902276028_0bgmxt
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.
Right of replyNamed in this reading? Submit a correction or a response.
Send the reading link and your proposed correction or statement to right-of-reply@theobservatory.io. We review attribution, relevance and legal concerns before publication. Our correction and reply process explains what happens next.
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 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 17–23, 2026, Luxury Hospitality US Urban-Resort (NY/Miami) is also read in the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis. A further AI Overview Ranking — Top 10 table for Luxury Hospitality US Urban-Resort (NY/Miami) provides additional context; it records October 5–11, 2026.
The Dubai reading and French Riviera reading examine the same AI Citation Ranking — Top 5 for August 17–23, 2026; compare the stated reading bases before drawing a cross-market conclusion.
