— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory, Singapore?
PropertyGuru Singapore holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore panel at 13.21%, observed across 7 comparable scheduled runs in the observation period August 24–30, 2026.
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- Market
- Luxury Real Estate Advisory
- Location
- Singapore
- Observed period
- August 24–30, 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
“Five sources split Singapore's luxury real estate AI citation surface — and none holds even a sixth of the total.”
Quick answer
The top-5 actors on the AI Overview citation rail are PropertyGuru Singapore, lovelyhomes.com.sg, youtube.com, facebook.com, and CEA / Council for Estate Agencies.
Key reading
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
PropertyGuru Singapore leads the period-wide AI citation ranking at 13.21%, but lovelyhomes.com.sg sits 0.56 percentage points behind PropertyGuru Singapore on AI citation share on this market, making the gap between the top two positions narrow. The 4 sources behind PropertyGuru Singapore range from 12.65% down to 6.13%. The panel is distributed but tiered: PropertyGuru Singapore and lovelyhomes.com.sg form a close pair at the top, youtube.com follows at 11.85%, and facebook.com and CEA / Council for Estate Agencies trail further back at 9.15% and 6.13% respectively. AI Overview citation evidence was available on 6 of 7 runs in the comparable window; one run on August 27, 2026 returned no AI Overview source competitors, so the aggregated values reflect the 6 runs with available evidence.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| PropertyGuru Singapore | #1 | 13.21% AI citation share | cited in 6/7 runs |
| lovelyhomes.com.sg | #2 | 12.65% AI citation share | cited in 6/7 runs |
| youtube.com | #3 | 11.85% AI citation share | cited in 6/7 runs |
| facebook.com | #4 | 9.15% AI citation share | cited in 6/7 runs |
| CEA / Council for Estate Agencies | #5 | 6.13% AI citation share | cited in 6/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
PropertyGuru Singapore holds the strongest AI citation share on this market in this card scope, at 13.21%. It was cited in 6 of 7 comparable runs across the window, accumulating the highest citation volume on the AI Overview citation rail for this panel.
lovelyhomes.com.sg records 12.65% AI citation share on this market, sitting 0.56 percentage points behind PropertyGuru Singapore. That margin is the narrowest gap on the panel, placing lovelyhomes.com.sg within striking distance of the period-wide lead. It was cited in 6 of 7 comparable runs.
youtube.com records 11.85% AI citation share on this market and sits 1.35 percentage points behind PropertyGuru Singapore. As a general-purpose platform, it occupies a position on the AI Overview citation panel alongside focused sources — cited in 6 of 7 comparable runs across the window.
facebook.com records 9.15% AI citation share on this market and sits 4.06 percentage points behind PropertyGuru Singapore. As a social platform appearing on the AI Overview citation surface for this market, it was cited in 6 of 7 comparable runs.
CEA / Council for Estate Agencies
CEA / Council for Estate Agencies records 6.13% AI citation share on this market, sitting 7.08 percentage points behind PropertyGuru Singapore — the widest gap on the panel. It was cited in 6 of 7 comparable runs.
Pattern on the observed surface
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
The panel shape is dispersed
The panel shape is dispersed. The top 3 actors together hold more than the remaining 2 combined, yet the spread from top to bottom is 7.08 percentage points — a compressed range that leaves no actor with a commanding share. Two social platforms — youtube.com and facebook.com — sit alongside focused sources and a regulatory body, giving the AI Overview citation surface a mixed composition of platform and non-platform sources. None of the 5 actors on the panel were cited in all 7 comparable runs, reinforcing the distributed character of the surface across the period.
Why this reading matters
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
PropertyGuru Singapore leads the period-wide AI citation ranking, but the entire governed top 5 sits within a 7.08 percentage-point spread. The presence of two general-purpose platforms alongside focused sources and a regulatory body suggests the AI Overview citation rail for Singapore luxury real estate draws from structurally different source types rather than concentrating on any single category.
Market implication
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 2026
The distributed shape of this AI Overview citation surface signals that no single source has locked in a structural advantage on AI citations for Luxury Real Estate Advisory Singapore across the observed period. The top 2 actors together hold less than the remaining 3 combined, which means citation volume is spread broadly enough that shifts in any one source's presence could reshape the ranking. For anyone monitoring AI citation visibility on this market, the observation suggests an open competitive surface rather than one anchored by a single reference source.
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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 24–30, 2026
- Published:
- September 5, 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 ca1b58325937530e
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-24-30-2026 Scope: Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 24–30, 2026 (2026-08-24/2026-08-30) Published: September 5, 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-24-30-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-august-24-30-2026/citation.txt Reuse terms: https://theobservatory.io/terms PropertyGuru Singapore holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore panel at 13.21%, observed across 7 comparable scheduled runs in the observation period August 24–30, 2026. Key facts: • PropertyGuru Singapore: 13% AI citation share · cited in 6/7 runs • lovelyhomes.com.sg: 13% AI citation share · cited in 6/7 runs • youtube.com: 12% AI citation share · cited in 6/7 runs Published table — Citation share — top 5 (August 24–30, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. PropertyGuru Singapore — 13.21% AI citation share · cited in 6/7 runs — #1 2. lovelyhomes.com.sg — 12.65% AI citation share · cited in 6/7 runs — #2 3. youtube.com — 11.85% AI citation share · cited in 6/7 runs — #3 4. facebook.com — 9.15% AI citation share · cited in 6/7 runs — #4 5. CEA / Council for Estate Agencies — 6.13% AI citation share · cited in 6/7 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor values are aggregated from 105 observed queries. AI Overview citation evidence was available on 6 of 7 runs; one run on August 27, 2026 returned no AI Overview source competitors, so aggregated values reflect the 6 runs with available evidence. 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 24–30, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788062030438_mhnomp. 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 (September 5, 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-24-30-2026 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: ca1b58325937530e
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 24–30, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788062030438_mhnomp. 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.
- Why is AI Overview citation evidence available on only 6 of 7 runs?
- One run on August 27, 2026 returned no AI Overview source competitors — meaning the AI Overview surface either did not appear or appeared without source citations on that run. The aggregated values are computed from the 6 runs with available AI Overview citation evidence.
- Can this card establish a longer-term trend in AI citation behavior?
- No. This card observes an observation period of 7 comparable scheduled runs. AI Overview content varies by query, model, and date. A single window does not establish a directional trend.
Scope and limitations
Luxury Real Estate Advisory · Singapore · AI citation · August 24–30, 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor values are aggregated from 105 observed queries. AI Overview citation evidence was available on 6 of 7 runs; one run on August 27, 2026 returned no AI Overview source competitors, so aggregated values reflect the 6 runs with available evidence. 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 in the observation period August 24–30, 2026. AI Overview citation evidence was available on 6 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 2026-09-05 · Governed capture ID · pr_1788062030438_mhnomp
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, August 24–30, 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 24–30, 2026; compare the stated reading bases before drawing a cross-market conclusion.
