— 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 15.43%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.
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- Market
- Luxury Real Estate Advisory
- Location
- Singapore
- Observed period
- September 21–27, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- Singapore
- Reading
- Ranking Top 5 · AI citation
“On Singapore's luxury real estate AI citation surface, platforms and focused sources split visibility with no actor pulling away.”
Quick answer
PropertyGuru Singapore follows at 15.14%, sitting 0.29 percentage points behind.
Key reading
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking for Luxury Real Estate Advisory Singapore, but its lead over PropertyGuru Singapore is razor-thin — 0.29 percentage points. The 4 sources behind youtube.com range from 15.14% down to 6.40%, and the top 2 actors together hold more than the remaining 3 combined. facebook.com sits in the middle of the panel at 9.66%, while lovelyhomes.com.sg and CEA / Council for Estate Agencies close the governed top-5 at 6.57% and 6.40% respectively. The spread between rank 1 and rank 5 is 9.03 percentage points — wide enough to separate the panel into a tight pair at the top and a trailing cluster, yet narrow enough that no actor has secured established authority on this AI Overview citation surface across the 7-run window.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 15.43% AI citation share | cited in 7/7 runs |
| PropertyGuru Singapore | #2 | 15.14% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 9.66% AI citation share | cited in 7/7 runs |
| lovelyhomes.com.sg | #4 | 6.57% AI citation share | cited in 7/7 runs |
| CEA / Council for Estate Agencies | #5 | 6.40% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
youtube.com holds the strongest AI citation share on this market at 15.43%, accumulated across all 7 comparable runs. As a general-purpose platform rather than a specialist operator, its rank-1 position on the AI Overview citation rail underscores that AI Overviews draw from video and user-generated content when answering Singapore luxury real estate queries.
PropertyGuru Singapore records 15.14% AI citation share on this market, sitting 0.29 percentage points behind youtube.com. That gap is the narrowest on the panel, placing PropertyGuru Singapore effectively at parity with the rank-1 actor over the observed period. It was cited in 7 of 7 comparable runs.
facebook.com records 9.66% AI citation share on this market, a social platform occupying the middle of the governed top-5. It sits 5.77 percentage points behind youtube.com on AI citation share, a gap that separates it clearly from the leading pair while keeping it well above the trailing cluster.
lovelyhomes.com.sg records 6.57% AI citation share on this market and sits 8.86 percentage points behind youtube.com. A focused source visible on this surface, it was cited in 7 of 7 comparable runs despite its position near the bottom of the panel.
CEA / Council for Estate Agencies
CEA / Council for Estate Agencies records 6.40% AI citation share on this market, the lowest on the governed top-5 panel. It sits 9.03 percentage points behind youtube.com. Its presence on the AI Overview citation rail — cited in 7 of 7 comparable runs — places a regulatory-adjacent domain alongside commercial platforms and focused sources.
Pattern on the observed surface
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
The panel splits into three visible tiers
The panel splits into three visible tiers. At the top, youtube.com and PropertyGuru Singapore form a near-tied pair separated by the thinnest gap on the panel. facebook.com occupies a solitary middle position, closer to the trailing pair than to the leaders. lovelyhomes.com.sg and CEA / Council for Estate Agencies cluster tightly at the bottom. The mix of general-purpose platforms, a focused source, and a domain associated with a regulatory body means the AI Overview citation surface for this market draws from structurally different source types — none of which has pulled decisively ahead over the 7-run window.
Why this reading matters
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking, yet it is a general-purpose platform rather than a specialist operator in this market. The fact that a video platform edges out a property-focused domain by 0.29 percentage points reframes what 'most cited' means on this surface: AI Overviews are sourcing luxury real estate answers from content formats and domains that sit outside the traditional advisory landscape.
Market implication
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 2026
The AI Overview citation surface for Luxury Real Estate Advisory Singapore remains structurally open across the 7-run window. No actor has secured established authority on this observed surface — the top 2 actors together hold more than the remaining 3 combined, yet neither commands a decisive share. For any operator monitoring AI citation visibility in Singapore, the observation suggests that the citation rail is distributed enough that shifts in even a few percentage points could reorder the panel.
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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:
- September 21–27, 2026
- Published:
- October 3, 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 996bc4ca8f1fa7f6
Who does AI cite most for Luxury Real Estate Advisory, Singapore? Source: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-september-21-27-2026 Scope: Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: September 21–27, 2026 (2026-09-21/2026-09-27) Published: October 3, 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-september-21-27-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-september-21-27-2026/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 15.43%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026. Key facts: • youtube.com: 15% AI citation share · cited in 7/7 runs • PropertyGuru Singapore: 15% AI citation share · cited in 7/7 runs • facebook.com: 10% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (September 21–27, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 15.43% AI citation share · cited in 7/7 runs — #1 2. PropertyGuru Singapore — 15.14% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 9.66% AI citation share · cited in 7/7 runs — #3 4. lovelyhomes.com.sg — 6.57% AI citation share · cited in 7/7 runs — #4 5. CEA / Council for Estate Agencies — 6.40% 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 September 21–27, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The primary metric is AI citation share on this market, aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs in the comparable window. 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, September 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop · September 21–27, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1790479254369_x1h9j8. 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 (October 3, 2026), Who does AI cite most for Luxury Real Estate Advisory, Singapore?. https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-september-21-27-2026 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: 996bc4ca8f1fa7f6
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 · September 21–27, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1790479254369_x1h9j8. 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 105 queries observed for Luxury Real Estate Advisory Singapore. 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 aggregates 7 comparable scheduled runs in the window September 21–27, 2026. It captures a period observation, not a multi-month trajectory. AI Overview content varies by query, model, and date, so future windows may produce different results.
- Why do platforms appear alongside focused sources on this panel?
- AI Overviews select sources based on content relevance to the query, not on whether the domain is a specialist operator. General-purpose platforms such as youtube.com and facebook.com carry user-generated and video content that AI models cite alongside property-focused and regulatory domains.
Scope and limitations
Luxury Real Estate Advisory · Singapore · AI citation · September 21–27, 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, September 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 September 21–27, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The primary metric is AI citation share on this market, aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs in the comparable 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, September 21–27, 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 2026-10-03 · Governed capture ID · pr_1790479254369_x1h9j8
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 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, September 21–27, 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 September 21–27, 2026; compare the stated reading bases before drawing a cross-market conclusion.
