— 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 market across the 7-run window July 13–19, 2026, at 16.18%.
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- Market
- Luxury Real Estate Advisory
- Location
- Singapore
- Observed period
- July 13–19, 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
“No single actor has pulled away on Singapore's luxury real estate AI Overview citation surface.”
Quick answer
PropertyGuru Singapore follows at 16.11%, separated by just 0.07 percentage points.
Key reading
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 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: PropertyGuru Singapore sits 0.07 percentage points behind youtube.com on AI citation share on this market. Below these two, the panel drops materially — instagram.com records 7.26%, CEA / Council for Estate Agencies records 6.86%, and lovelyhomes.com.sg records 6.39%. The top 2 actors together hold more than the remaining 3 combined. The surface is structurally distributed across the period, with no single actor pulling away decisively on this observed AI Overview citation rail.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 16.18% AI citation share | cited in 7/7 runs |
| PropertyGuru Singapore | #2 | 16.11% AI citation share | cited in 7/7 runs |
| instagram.com | #3 | 7.26% AI citation share | cited in 7/7 runs |
| CEA / Council for Estate Agencies | #4 | 6.86% AI citation share | cited in 7/7 runs |
| lovelyhomes.com.sg | #5 | 6.39% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 2026
youtube.com holds the strongest AI citation share on this market at 16.18%, accumulated across the 7-run window. As a general-purpose platform rather than a specialist operator, its rank-1 position on the AI Overview citation rail signals that AI Overviews draw on video content when answering luxury real estate queries in Singapore. youtube.com was cited in 7 of 7 comparable runs.
PropertyGuru Singapore records 16.11% AI citation share on this market, sitting 0.07 percentage points behind youtube.com. That gap is negligible — the two actors are virtually level on cumulative AI citation volume over the period. PropertyGuru Singapore was cited in 7 of 7 comparable runs.
instagram.com records 7.26% AI citation share on this market, a social platform that sits 8.92 percentage points behind youtube.com on this surface. Its presence confirms that AI Overviews cite visual and social content sources alongside property-focused domains. instagram.com was cited in 7 of 7 comparable runs.
CEA / Council for Estate Agencies
CEA / Council for Estate Agencies records 6.86% AI citation share on this market, sitting 9.32 percentage points behind youtube.com. Its position on the AI Overview citation rail places it in the lower tier of the governed top-5 panel. CEA / Council for Estate Agencies was cited in 7 of 7 comparable runs.
lovelyhomes.com.sg records 6.39% AI citation share on this market, the lowest value on the governed top-5 panel. It sits 9.79 percentage points behind youtube.com on AI citation share on this market. lovelyhomes.com.sg was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 2026
The panel splits into two distinct tiers
The panel splits into two distinct tiers. The top two actors — youtube.com and PropertyGuru Singapore — sit nearly level and together hold more than the remaining 3 combined. Below them, the 4 sources behind youtube.com range from 16.11% down to 6.39%, with instagram.com, CEA / Council for Estate Agencies, and lovelyhomes.com.sg clustered in a narrow lower band. The mix of platforms and focused sources on this surface is notable: two of the top-5 positions belong to general-purpose platforms, while the remaining three are occupied by niche or focused domains.
Why this reading matters
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 2026
youtube.com — a general-purpose platform — holds the rank-1 position on the AI Overview citation rail for luxury real estate in Singapore. That a video platform edges out a property-focused domain by 0.07 percentage points suggests AI Overviews treat content format diversity as a citation input, not just topical specialization.
Market implication
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 2026
The near-parity between youtube.com and PropertyGuru Singapore at the top of this AI Overview citation surface signals that no single source type has locked in a structural advantage on this market's AI citation rail across the observed period. The spread of 9.79 percentage points between rank 1 and rank 5 is modest, and all 5 actors on the panel were cited in all 7 comparable runs. For any operator monitoring AI citation visibility in Singapore luxury real estate, the observation reframes the question: the contest is not between specialists alone but between platforms and focused sources competing for the same AI citation surface.
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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 13–19, 2026
- Published:
- July 25, 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 ad2490b650007a52
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-13-19-2026 Scope: Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop Family: Ranking Top 5 Observed: July 13–19, 2026 (2026-07-13/2026-07-19) Published: July 25, 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-13-19-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-singapore-most-cited-by-ai-july-13-19-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Singapore market across the 7-run window July 13–19, 2026, at 16.18%. Key facts: • youtube.com: 16% AI citation share · cited in 7/7 runs • PropertyGuru Singapore: 16% AI citation share · cited in 7/7 runs • instagram.com: 7% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (July 13–19, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 16.18% AI citation share · cited in 7/7 runs — #1 2. PropertyGuru Singapore — 16.11% AI citation share · cited in 7/7 runs — #2 3. instagram.com — 7.26% AI citation share · cited in 7/7 runs — #3 4. CEA / Council for Estate Agencies — 6.86% AI citation share · cited in 7/7 runs — #4 5. lovelyhomes.com.sg — 6.39% 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 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The observation is aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs. 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, July 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Singapore · AI citation · Google · Desktop · July 13–19, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791432437331_rmzyzc. 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 (July 25, 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-13-19-2026 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: ad2490b650007a52
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 13–19, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791432437331_rmzyzc. 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 when Google responds to queries tracked for the Luxury Real Estate Advisory Singapore market. It does not measure who opens the AI Overview answer or where an actor ranks in organic search results.
- Can this card prove a longer-term trend in AI citation behavior?
- No. This card observes a 7-run window from July 13–19, 2026. AI Overview content varies by query, model behavior, and date. The values here reflect cumulative citation volume over the period and do not establish a directional trend.
- Why does a video platform rank first on a real estate citation surface?
- AI Overviews cite sources across content formats. youtube.com accumulated the highest AI citation volume across the 7-run window at 16.18%, but its lead over PropertyGuru Singapore is 0.07 percentage points — effectively a shared position at the top of this surface.
Scope and limitations
Luxury Real Estate Advisory · Singapore · AI citation · July 13–19, 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 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. The observation is aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs. 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, July 13–19, 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 2026-07-25 · Governed capture ID · pr_1791432437331_rmzyzc
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, July 13–19, 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 Dubai reading and Ibiza reading examine the same AI Citation Ranking — Top 5 for July 13–19, 2026; compare the stated reading bases before drawing a cross-market conclusion.
