— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory, Singapore?
youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore panel at 16.22%, observed across 7 comparable scheduled runs in the observation period August 3–9, 2026.
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- Market
- Luxury Real Estate Advisory
- Location
- Singapore
- Observed period
- August 3–9, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 5-actor panel
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 5 · AI citation
“A platform leads the AI Overview citation rail for Luxury Real Estate Advisory Singapore — ahead of every focused domain on the governed panel.”
Quick answer
PropertyGuru Singapore follows at 14.22%, sitting 2.00 percentage points behind.
Key reading
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking for Luxury Real Estate Advisory Singapore, recording 16.22% of all AI citations observed across the 7-run window August 3–9, 2026. PropertyGuru Singapore sits 2.00 percentage points behind at 14.22%, making the gap between the top two positions narrow relative to the distance separating them from the rest of the panel. The 4 sources behind youtube.com range from 14.22% down to 7.04%, with lovelyhomes.com.sg at 9.32%, CEA / Council for Estate Agencies at 7.11%, and sgluxuryhomes.com.sg at 7.04%. The surface is distributed: no single actor accumulated a commanding share of AI citations over the period, and the top 2 actors together hold more than the remaining 3 combined. All 5 actors on the panel were cited in all 7 comparable runs, confirming that AI Overviews drew on each of these sources consistently across the window.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 16.22% AI citation share | cited in 7/7 runs |
| PropertyGuru Singapore | #2 | 14.22% AI citation share | cited in 7/7 runs |
| lovelyhomes.com.sg | #3 | 9.32% AI citation share | cited in 7/7 runs |
| CEA / Council for Estate Agencies | #4 | 7.11% AI citation share | cited in 7/7 runs |
| sgluxuryhomes.com.sg | #5 | 7.04% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 16.22%. As a general-purpose platform rather than a specialist operator, its position at the top of the AI Overview citation rail signals that AI answers on Singapore luxury real estate queries drew on video content more than on any single focused property domain over the 7-run window.
PropertyGuru Singapore records 14.22% AI citation share on this market and sits 2.00 percentage points behind youtube.com. It was cited in 7 of 7 comparable runs, placing it as the closest challenger to the rank-1 position in the period-wide citation ranking.
lovelyhomes.com.sg records 9.32% AI citation share on this market, sitting 6.90 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it occupies a clear mid-panel position — well behind the top two yet distinctly separated from the two actors below it.
CEA / Council for Estate Agencies
CEA / Council for Estate Agencies records 7.11% AI citation share on this market, sitting 9.11 percentage points behind youtube.com. Its presence on the AI Overview citation rail across all 7 comparable runs places a regulatory body alongside commercial property domains in the governed top-5 panel.
sgluxuryhomes.com.sg records 7.04% AI citation share on this market and sits 9.18 percentage points behind youtube.com. Despite holding the lowest share on the governed panel, it was cited in 7 of 7 comparable runs, confirming that AI Overviews returned to this source across every observation in the window.
Pattern on the observed surface
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
The panel is top-heavy but not concentrated around a single
The panel is top-heavy but not concentrated around a single actor. The top 2 actors together hold more than the remaining 3 combined, yet the spread between rank 1 and rank 5 is only 9.18 percentage points — a relatively compressed range for a 5-actor citation panel. The surface mixes a general-purpose platform at the top with focused property domains and a regulatory body, producing a structurally diverse citation rail. All 5 actors on the panel were cited in all 7 comparable runs, meaning the AI Overview surface drew on the same governed panel composition across every observation in the window.
Why this reading matters
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
youtube.com's rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory Singapore is notable because it is a platform rather than a specialist operator. AI Overviews on this market cited video content from a general-purpose platform more often than any single focused property domain over the 7-run window — a structural feature that separates this surface from what an operator might expect on a specialist real estate market in Singapore.
Market implication
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 2026
The distributed shape of this AI Overview citation surface — no actor above 16.22%, and the governed panel spread compressed within 9.18 percentage points — suggests that AI citation visibility on this market remains open and contested across the observed period. Operators monitoring their AI citation share should note that a platform, not a focused domain, accumulated the highest citation volume, and that a regulatory body holds a governed panel position alongside commercial sources.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory · Singapore
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 3–9, 2026
- Published:
- August 15, 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 b612c03be0776465
Who does AI cite most for Luxury Real Estate Advisory, Singapore? Source: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-august-3-9-2026 Scope: Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 3–9, 2026 (2026-08-03/2026-08-09) Published: August 15, 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-real-estate-singapore-most-cited-by-ai-august-3-9-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-august-3-9-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore panel at 16.22%, observed across 7 comparable scheduled runs in the observation period August 3–9, 2026. Key facts: • youtube.com: 16% AI citation share · cited in 7/7 runs • PropertyGuru Singapore: 14% AI citation share · cited in 7/7 runs • lovelyhomes.com.sg: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 3–9, 2026 · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 16.22% AI citation share · cited in 7/7 runs — #1 2. PropertyGuru Singapore — 14.22% AI citation share · cited in 7/7 runs — #2 3. lovelyhomes.com.sg — 9.32% AI citation share · cited in 7/7 runs — #3 4. CEA / Council for Estate Agencies — 7.11% AI citation share · cited in 7/7 runs — #4 5. sgluxuryhomes.com.sg — 7.04% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Real Estate Advisory Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period August 3–9, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor presence frequency counts the comparable runs in which the actor carried citation signal. AI Overview citation evidence was available on 7 of 7 runs. The source run observed 105 queries. 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 Real Estate Advisory Singapore, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop · August 3–9, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787900727718_l01j22. 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 15, 2026), Who does AI cite most for Luxury Real Estate Advisory, Singapore?. https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-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: b612c03be0776465
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 Real Estate Advisory · Singapore · AI citation · Google · Desktop · August 3–9, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787900727718_l01j22. 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 answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term trend in AI citation behavior?
- No. This card observes an observation period of 7 comparable scheduled runs from August 3–9, 2026. AI Overview content varies by query, model, and date. The period aggregate widens the evidence base beyond a single run but does not establish a multi-month trajectory.
- Why does a platform hold the top position instead of a property-focused domain?
- AI Overviews cite sources based on the content they surface for each query. youtube.com accumulated the highest cumulative citation volume across the 7-run window at 16.22%. This card observes the citation rail only and does not explain the model's selection criteria.
Scope and limitations
Luxury Real Estate Advisory · Singapore · AI citation · August 3–9, 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 Real Estate Advisory Singapore, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Real Estate Advisory Singapore in Singapore on Google desktop across 7 comparable scheduled runs in the observation period August 3–9, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor presence frequency counts the comparable runs in which the actor carried citation signal. AI Overview citation evidence was available on 7 of 7 runs. The source run observed 105 queries. 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 3–9, 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 2026-08-15 · Governed capture ID · pr_1787900727718_l01j22
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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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 Real Estate Advisory Singapore room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, August 3–9, 2026, Luxury Real Estate Advisory Singapore 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 Bangkok / Phuket reading and Dubai reading examine the same AI Citation Ranking — Top 5 for August 3–9, 2026; compare the stated reading bases before drawing a cross-market conclusion.
