— Ranking Top 10 · AI Overview —
Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?
Across 7 comparable scheduled runs in the observation period August 3–9, 2026, pmc.ncbi.nlm.nih.gov holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market at 18.86%.
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- Market
- Luxury Medical Aesthetic Clinics South Florida
- Location
- Miami / Palm Beach
- Observed period
- August 3–9, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 80 queries per run
- Search engine
- Device
- Desktop
- Source location
- United States
- Reading
- Ranking Top 10 · AI Overview
“A medical-literature archive opens more AI answers than any clinic on the South Florida luxury aesthetic market.”
Quick answer
youtube.com follows at 15.43%, and instagram.com records 10.86%.
Key reading
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
pmc.ncbi.nlm.nih.gov holds the rank-1 position on the AI Overview opening-control rail for this market across the 7-run window August 3–9, 2026, accumulating 18.86% of all observed AI answer openings over the period. youtube.com sits 3.43 percentage points behind pmc.ncbi.nlm.nih.gov on AI opening share on this market, and instagram.com sits 8.00 percentage points behind pmc.ncbi.nlm.nih.gov on AI opening share on this market. The top 3 actors together hold more than the remaining 7 combined. The 9 sources behind pmc.ncbi.nlm.nih.gov range from 15.43% down to 2.86% — a panel where no specialist clinic domain reaches the top three, and where platforms and institutional health-information domains absorb the opening slots that a local aesthetic-clinic market might expect its own operators to occupy.
Core metric
AIO opening control — top 10 · Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
Observed metric
AIO opening control — top 10
| Actor | Rank | AIO opening share | Presence |
|---|---|---|---|
| pmc.ncbi.nlm.nih.gov | #1 | 18.86% AI opening share | opening in 7/7 runs |
| youtube.com | #2 | 15.43% AI opening share | opening in 7/7 runs |
| instagram.com | #3 | 10.86% AI opening share | opening in 7/7 runs |
| plasticsurgery.org | #4 | 8.57% AI opening share | opening in 7/7 runs |
| mayoclinic.org | #5 | 6.86% AI opening share | opening in 7/7 runs |
| americanboardcosmeticsurgery.org | #6 | 6.86% AI opening share | opening in 6/7 runs |
| lampertmd.com | #7 | 4.57% AI opening share | opening in 6/7 runs |
| my.clevelandclinic.org | #8 | 3.43% AI opening share | opening in 5/7 runs |
| southflplasticsurgery.com | #9 | 3.43% AI opening share | opening in 3/7 runs |
| facebook.com | #10 | 2.86% AI opening share | opening in 5/7 runs |
How the actors read on the surface
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
pmc.ncbi.nlm.nih.gov holds the strongest AI opening share on this market in this card scope, at 18.86%. It opened AI answers on 7 of 7 comparable runs, accumulating the highest opening volume across the window — a biomedical-literature domain occupying the primacy slot on a luxury aesthetic-clinic surface.
youtube.com records 15.43% AI opening share on this market and sits 3.43 percentage points behind pmc.ncbi.nlm.nih.gov on AI opening share on this market. As a social platform, it opened AI answers on 7 of 7 comparable runs, making it the highest-ranked general-purpose platform on this opening-control rail.
instagram.com records 10.86% AI opening share on this market and sits 8.00 percentage points behind pmc.ncbi.nlm.nih.gov. Another social platform, it opened AI answers on 7 of 7 comparable runs, holding the third position in the period-wide ranking by cumulative opening volume.
plasticsurgery.org records 8.57% AI opening share on this market and sits 10.29 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 7 of 7 comparable runs — a focused source that appears consistently on this surface across the window.
mayoclinic.org records 6.86% AI opening share on this market and sits 12.00 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 7 of 7 comparable runs, completing the group of five actors present across every run in the window.
americanboardcosmeticsurgery.org
americanboardcosmeticsurgery.org records 6.86% AI opening share on this market, matching mayoclinic.org on the metric while sitting 12.00 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 6 of 7 comparable runs.
lampertmd.com records 4.57% AI opening share on this market and sits 14.29 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 6 of 7 comparable runs — one of only two domains on the governed panel whose name suggests a local practitioner presence.
my.clevelandclinic.org records 3.43% AI opening share on this market and sits 15.43 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 5 of 7 comparable runs, occupying the lower portion of the panel.
southflplasticsurgery.com records 3.43% AI opening share on this market and sits 15.43 percentage points behind pmc.ncbi.nlm.nih.gov. It opened AI answers on 3 of 7 comparable runs — the lowest presence frequency among the governed top-10 panel alongside facebook.com's 5 of 7.
facebook.com records 2.86% AI opening share on this market and sits 16.00 percentage points behind pmc.ncbi.nlm.nih.gov. As a social platform, it opened AI answers on 5 of 7 comparable runs, holding the lowest cumulative opening volume on the panel.
Pattern on the observed surface
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
The panel is top-heavy
The panel is top-heavy: the top 3 actors together hold more than the remaining 7 combined. The surface is dominated by institutional health-information domains and social platforms rather than by local aesthetic-clinic operators. 5 of the 10 actors on the panel opened AI answers in all 7 comparable runs; 5 opened AI answers in fewer runs. The spread between the rank-1 and rank-10 positions is 16.00 percentage points. The 9 sources behind pmc.ncbi.nlm.nih.gov sit between 3.43 and 16.00 percentage points behind it — a steep gradient from the second-ranked social platform down to the panel floor.
Why this reading matters
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
pmc.ncbi.nlm.nih.gov — a biomedical-literature archive with no geographic tie to South Florida — holds the rank-1 position on this AI opening-control rail across the 7-run window. The opening-control surface for luxury medical aesthetic clinics in this region reaches first for institutional medical content and user-generated social platforms, not for the specialist clinic domains that define the market itself.
Market implication
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 2026
This observation signals that the AI Overview opening-control surface for luxury medical aesthetic clinics in South Florida draws heavily on institutional health-information sources and general-purpose platforms across the 7-run window August 3–9, 2026. For any operator monitoring AI visibility on this market, the reading is structural: the primacy slot on this surface is occupied by domains whose content scope extends far beyond South Florida aesthetics, and the opening rail has not consolidated around any local specialist source over the observed period.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach
- Surface:
- AI Overview · Google · Desktop
- Observed:
- August 3–9, 2026
- Published:
- August 11, 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 99dd1121e9ac06a3
Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? Source: https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-3-9-2026 Scope: Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · Google · Desktop Family: Ranking Top 10 Observed: August 3–9, 2026 (2026-08-03/2026-08-09) Published: August 11, 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/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-3-9-2026/data.csv Citation text: https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-3-9-2026/citation.txt Reuse terms: https://theobservatory.io/terms Across 7 comparable scheduled runs in the observation period August 3–9, 2026, pmc.ncbi.nlm.nih.gov holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market at 18.86%. Key facts: • pmc.ncbi.nlm.nih.gov: 19% AI opening share · opening in 7/7 runs • youtube.com: 15% AI opening share · opening in 7/7 runs • instagram.com: 11% AI opening share · opening in 7/7 runs Published table — AIO opening control — top 10 (August 3–9, 2026 · 80 queries per run · 7 comparable runs): Rank · Actor · AIO opening control 1. pmc.ncbi.nlm.nih.gov — 18.86% AI opening share · opening in 7/7 runs — #1 2. youtube.com — 15.43% AI opening share · opening in 7/7 runs — #2 3. instagram.com — 10.86% AI opening share · opening in 7/7 runs — #3 4. plasticsurgery.org — 8.57% AI opening share · opening in 7/7 runs — #4 5. mayoclinic.org — 6.86% AI opening share · opening in 7/7 runs — #5 6. americanboardcosmeticsurgery.org — 6.86% AI opening share · opening in 6/7 runs — #6 7. lampertmd.com — 4.57% AI opening share · opening in 6/7 runs — #7 8. my.clevelandclinic.org — 3.43% AI opening share · opening in 5/7 runs — #8 9. southflplasticsurgery.com — 3.43% AI opening share · opening in 3/7 runs — #9 10. facebook.com — 2.86% AI opening share · opening in 5/7 runs — #10 Reading basis: This card observes the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics South Florida in United States on Google desktop across 7 comparable scheduled runs in the observation period August 3–9, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 80 observed queries. AI Overview opening-control evidence was available on 7 of 7 runs. The primary metric is 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 (7 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · Google · Desktop · August 3–9, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787902657245_84bcqo. 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 11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-3-9-2026 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: 99dd1121e9ac06a3
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 Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · Google · Desktop · August 3–9, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787902657245_84bcqo. 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 the source cited at the very opening of an AI Overview answer — the first source AI reaches for when responding to queries in this market. It is not general citation share, and it is not organic search ranking.
- Does this card prove a longer-term trend or establish who will lead in future observations?
- No. This observation covers 7 comparable scheduled runs in the observation period August 3–9, 2026. AI Overview opening behavior is volatile across queries, models, and dates. This observation does not establish a longer-term trend.
- Why are social platforms and medical-literature domains leading the opening-control rail for a local aesthetic-clinic market?
- This card observes which sources AI reaches for first — it does not explain why. The governed panel shows that pmc.ncbi.nlm.nih.gov, youtube.com, and instagram.com accumulated the highest opening volumes over the period. The card does not measure business-market position, clinical quality, or patient trust.
Scope and limitations
Luxury Medical Aesthetic Clinics South Florida · Miami / Palm Beach · AI Overview · August 3–9, 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 Medical Aesthetic Clinics South Florida Miami / Palm Beach, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics South Florida in United States on Google desktop across 7 comparable scheduled runs in the observation period August 3–9, 2026. The panel ranks the top-10 actors by cumulative AI opening volume over the period, aggregated from 80 observed queries. AI Overview opening-control evidence was available on 7 of 7 runs. The primary metric is 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 7 comparable scheduled runs (August 3–9, 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 2026-08-11 · Governed capture ID · pr_1787902657245_84bcqo
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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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 Medical Aesthetic Clinics South Florida room places this AI Overview Ranking — Top 10 reading alongside the market’s other published observations.
For the same observation window, August 3–9, 2026, Luxury Medical Aesthetic Clinics South Florida 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 Istanbul reading examine the same AI Overview Ranking — Top 10 for August 3–9, 2026; compare the stated reading bases before drawing a cross-market conclusion.
