— 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 market across the 7-run window (July 20–26, 2026), recording 17.83% of all AI Overview citations observed over the period.
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- Market
- Luxury Real Estate Advisory
- Location
- Singapore
- Observed period
- July 20–26, 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 Overview citation rail, no actor has locked down the surface — and two platforms sit inside the top five.”
Quick answer
The top-5 panel includes two general-purpose platforms alongside three focused domains.
Key reading
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
PropertyGuru Singapore holds the strongest AI citation share on this market at 17.83%, but the 4 sources behind it range from 13.85% down to 6.78%. The top 2 actors together hold more than the remaining 3 combined, yet the spread between rank 1 and rank 5 is 11.05 percentage points — a gap that distributes citation volume rather than concentrating it. youtube.com sits 3.98 percentage points behind PropertyGuru Singapore, close enough to keep the top of the panel contested. Below that, lovelyhomes.com.sg, CEA / Council for Estate Agencies, and instagram.com cluster within a narrow band, each recording between 6.78% and 7.15%. The AI Overview citation rail on this market across the July 20–26, 2026 window is open: no single actor accumulated a commanding share of citations over the period.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| PropertyGuru Singapore | #1 | 17.83% AI citation share | cited in 7/7 runs |
| youtube.com | #2 | 13.85% AI citation share | cited in 7/7 runs |
| lovelyhomes.com.sg | #3 | 7.15% AI citation share | cited in 7/7 runs |
| CEA / Council for Estate Agencies | #4 | 6.85% AI citation share | cited in 7/7 runs |
| instagram.com | #5 | 6.78% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
PropertyGuru Singapore holds the strongest AI citation share on this market at 17.83%, accumulated across all 7 comparable runs in the window. It was cited in 7 of 7 comparable runs, placing it at the top of the period-wide ranking by cumulative AI citation volume.
youtube.com records 13.85% AI citation share on this market, the second-highest cumulative volume over the period. As a general-purpose platform, it sits 3.98 percentage points behind PropertyGuru Singapore — the narrowest gap to the rank-1 position on this panel. It was cited in 7 of 7 comparable runs.
lovelyhomes.com.sg records 7.15% AI citation share on this market, sitting 10.69 percentage points behind PropertyGuru Singapore. Cited in 7 of 7 comparable runs, it anchors the upper edge of a tightly grouped trailing cluster on the AI Overview citation rail.
CEA / Council for Estate Agencies
CEA / Council for Estate Agencies records 6.85% AI citation share on this market, sitting 10.98 percentage points behind PropertyGuru Singapore. Cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel immediately adjacent to lovelyhomes.com.sg in cumulative citation volume.
instagram.com records 6.78% AI citation share on this market, the lowest on the governed panel. As a social platform, it sits 11.05 percentage points behind PropertyGuru Singapore. It was cited in 7 of 7 comparable runs, matching every other actor on the panel for presence frequency.
Pattern on the observed surface
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
The panel splits into two visible tiers
The panel splits into two visible tiers. PropertyGuru Singapore and youtube.com form a top pair — the top 2 actors together hold more than the remaining 3 combined. Below them, lovelyhomes.com.sg, CEA / Council for Estate Agencies, and instagram.com form a compressed trailing group. Two platforms (youtube.com and instagram.com) sit inside the top 5 alongside three focused domains, giving the AI Overview citation surface a mixed composition rather than a specialist-only or platform-only shape. All 5 actors on the panel were cited in all 7 comparable runs, meaning the panel's membership was consistent across the window even as the citation volume remained distributed.
Why this reading matters
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
PropertyGuru Singapore accumulated the highest AI citation volume on this surface across the 7-run window, yet its 17.83% share leaves the vast majority of citations distributed among other sources. The presence of both youtube.com and instagram.com in the governed panel signals that AI Overviews on luxury real estate queries in Singapore draw from general-purpose platforms as readily as from focused property domains.
Market implication
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 2026
The AI Overview citation rail on the Luxury Real Estate Advisory Singapore market across this window is distributed — no actor accumulated a share that would signal concentrated citation authority on this observed surface over the period. The top 3 actors together hold more than the remaining 2 combined, but the trailing cluster sits within a narrow band. For any operator monitoring AI citation visibility in Singapore, this observation suggests the citation surface remains open and contested rather than settled around 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:
- July 20–26, 2026
- Published:
- August 1, 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 ef3952e0b8e6ed6c
Who does AI cite most for Luxury Real Estate Advisory, Singapore? Source: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-july-20-26-2026 Scope: Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: July 20–26, 2026 (2026-07-20/2026-07-26) Published: August 1, 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-july-20-26-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-july-20-26-2026/citation.txt Reuse terms: https://theobservatory.io/terms PropertyGuru Singapore holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore market across the 7-run window (July 20–26, 2026), recording 17.83% of all AI Overview citations observed over the period. Key facts: • PropertyGuru Singapore: 18% AI citation share · cited in 7/7 runs • youtube.com: 14% AI citation share · cited in 7/7 runs • lovelyhomes.com.sg: 7% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (July 20–26, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. PropertyGuru Singapore — 17.83% AI citation share · cited in 7/7 runs — #1 2. youtube.com — 13.85% AI citation share · cited in 7/7 runs — #2 3. lovelyhomes.com.sg — 7.15% AI citation share · cited in 7/7 runs — #3 4. CEA / Council for Estate Agencies — 6.85% AI citation share · cited in 7/7 runs — #4 5. instagram.com — 6.78% 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 July 20–26, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. The primary metric is AI citation share on this market. AI Overview citation evidence was available on 7 of 7 runs in the 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, July 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop · July 20–26, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791433160803_ztb5vt. 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 1, 2026), Who does AI cite most for Luxury Real Estate Advisory, Singapore?. https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-july-20-26-2026 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: ef3952e0b8e6ed6c
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 · July 20–26, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791433160803_ztb5vt. 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 Overview answers, nor does it reflect organic search ranking.
- How was this panel aggregated across the window?
- Raw AI citations for each actor were summed across all 7 comparable scheduled runs in the July 20–26, 2026 window, and each actor's share was calculated against one single period-wide citation total. The panel is ranked by cumulative citation volume over the period. AI Overview evidence was available on 7 of 7 runs.
- Can this card establish a longer-term trend?
- No. This card observes a 7-run window. AI Overview content varies by query, model reformulation, and date. Structural conclusions about longer-term citation patterns require a wider observation period.
Scope and limitations
Luxury Real Estate Advisory · Singapore · AI citation · July 20–26, 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, July 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 July 20–26, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. The primary metric is AI citation share on this market. AI Overview citation evidence was available on 7 of 7 runs in the 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 (July 20–26, 2026). AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI Overview 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 2026-08-01 · Governed capture ID · pr_1791433160803_ztb5vt
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 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, July 20–26, 2026, Luxury Real Estate Advisory Singapore is also read in the AI Overview Ranking — Top 10 table and the Query Spotlight table; each keeps its own reading basis. A further Organic Ranking — Top 5 table for Luxury Real Estate Advisory Singapore provides additional context; it records October 5–11, 2026.
The Dubai reading and London reading examine the same AI Citation Ranking — Top 5 for July 20–26, 2026; compare the stated reading bases before drawing a cross-market conclusion.
