Buying Property in Singapore Using Search Analytics
TL;DR: Search analytics tracks what people are actually searching for and clicking on, not just what they eventually buy. PropertyGuru’s Popularity Index blends page views (40%) and enquiries (60%) into a single score, giving a quick read on genuine buyer interest. Layering this against keyword trends, top-searched condos, and top districts reveals patterns transaction data alone won’t show you, like which areas are quietly gaining momentum before prices catch up. A quick note: search rankings shift over time, so treat the specific rankings below as a snapshot of the data at the time this was pulled, and refresh the numbers periodically rather than treating them as permanently fixed.
Most people still shop for property the old-fashioned way, location, amenities, developer name, gut feeling. There’s nothing wrong with that, but it misses a genuinely useful signal hiding in plain sight: what people are actually searching for online, right now, before they’ve even spoken to an agent.
At SG Luxury Condo, we’ve started pulling data directly from PropertyGuru, Singapore’s largest property portal, to see what buyers and renters are genuinely typing into the search bar. It turns browsing behaviour into a real dataset, one that shows demand forming before it shows up in transaction numbers. Here’s how we use it, and what it’s currently telling us.
Understanding the Popularity Index
At the centre of this approach is the Popularity Index, a simple score that measures how much genuine interest a listing or area is getting. It combines two things:
- Page views (40% weight), how many people are looking at a listing
- Enquiries (60% weight), how many people are actually taking the next step and reaching out
Enquiries count for more because clicking a listing is passive, but sending an enquiry shows real intent. Here’s how the maths works in a simple example: a listing with 100 page views and 50 enquiries gets a Popularity Index of (100 × 0.4) + (50 × 0.6) = 70. The higher the score, the stronger the genuine buyer or renter interest behind that listing.
What Keyword Trends Actually Tell You
Beyond individual listings, it’s worth watching the keywords people search for overall, terms like “sea view condo,” “near MRT,” or “freehold property.” These searches reveal what buyers currently care about, sometimes months before that demand shows up in actual sales data.
Looking at the Top 20 and Top 40 most-searched terms lets you spot which districts and property types are pulling attention right now. If a specific district keeps climbing the rankings, that’s often an early signal of growing tenant or buyer interest, well before prices in that area start moving.
Top 20 Keywords People Search For

Top 20 Keywords People Search on PropertyGuru
This ranking is based on how often each district or area name gets searched. It doesn’t break down whether someone’s looking for an HDB flat, a condo, or a landed home, just raw interest in the location itself.
A few patterns stand out. Areas like East Coast, Marine Parade, Tampines, District 19, and District 10 have stayed consistently popular over time, showing steady, reliable demand rather than a short-lived spike. Meanwhile, District 18 (Pasir Ris/Tampines) and District 22 (Boon Lay/Jurong/Tuas) both saw noticeable jumps in ranking, more than 6 positions each, suggesting growing interest in these two areas specifically.
Top 40 Keywords People Search For

Top 40 Keywords People Search on PropertyGuru
Moving further down the list, into ranks 21 through 40, District 1 (Boat Quay/Raffles Place/Marina) and District 9 (Orchard/River Valley) both show up with strong jumps in search interest. That’s not entirely surprising, the Core Central Region carries real long-term potential, something we’ve covered in our piece on undervalued vs profitable properties.
Most other rankings stayed fairly stable, aside from Jurong West and Bukit Panjang, which both slipped a handful of positions. One notable name worth flagging, Parc Esta was the only individual condo project to crack this Top 40 list, but its ranking had dropped compared to before, a signal worth watching if you’re holding a unit there and thinking about your exit timing.
Top 10 Condos People Search For (By Sale)

Top 10 Most Searched Condos via Sales
This chart shows the specific private condo projects generating the most sale-side search interest. Two clear patterns emerge here. First, aside from a couple of older exceptions, most of these projects were brand new, typically just 1 to 2 years post-TOP, suggesting buyers strongly favour newer stock when actively house-hunting.
Second, roughly half of these projects sit in Districts 18 and 19, both firmly in the Outside Central Region. Combined with the age pattern above, it points to two things mattering most to this group of searchers: how new the property is, and how affordable it is. If liquidity and a fast resale matter to you, this data suggests OCR new launches remain a genuinely strong strategy, a point we’ve explored further in our new launch versus resale comparison.
Worth noting too, most of these top-searched projects weren’t within comfortable walking distance of an MRT station, several even run their own shuttle bus service instead. Buyers searching for sale listings appear willing to trade MRT proximity for a lower psf, translating either into a cheaper unit or more space for the same budget. None of the top 10 in this category were freehold either, reinforcing that this particular buyer segment prioritises price and newness over tenure. For more on that trade-off, see our piece on freehold versus leasehold properties.
Top 10 Condos People Search For (By Rental)

Top 10 Most Searched Condos via Rental
Rental searches tell a genuinely different story. Aside from a couple of outliers, most of the top-searched rental condos sit in the Core Central Region or nearby city fringe areas, and around six of the ten are close to an MRT station. If you’re buying specifically for rental income, this data suggests the priorities flip almost entirely compared to sale-side buyers, MRT proximity and closeness to the city centre matter far more to tenants than they do to owner-occupiers hunting for a home to buy.
Top 5 Condo Districts by Search Interest (Sale)

Top 5 Condo Districts by Search Interest, Sale
District-level data shows a genuine mix across all three regions. In the Core Central Region, Orchard and River Valley lead, followed by District 10 (Bukit Timah/Holland Road). In the Rest of Central Region, District 15 comes out on top. On the outskirts, Districts 18 and 19 dominate.
Districts 18 and 19 sit close to a large concentration of HDB estates, which suggests a lot of this search interest is coming from HDB upgraders shopping for their next home rather than pure investors. If that’s your situation, a 3-bedroom unit or larger tends to be the more sensible choice given this buyer profile.
Top 5 Condo Districts by Search Interest (Rental)

Top 5 Condo Districts by Search Interest, Rental
No real surprises here. Districts 9 and 10, right in the heart of the city near the CBD, dominate rental search interest. District 15, close to East Coast Park, also remains consistently popular, largely thanks to its long-standing appeal among expat tenants.
Top 5 HDB Districts by Search Interest (Sale)

Top 5 HDB Districts by Search Interest, Sale
Rounding things out, here’s the HDB side of the picture. Tampines, Sengkang, and Punggol lead the pack, matching closely with the top condo sale districts covered earlier. That overlap reinforces the same conclusion, a large share of buyer interest in these areas is coming from HDB owners actively looking to upgrade into a condo nearby, rather than starting their search from scratch elsewhere.
What This Means for Your Own Search
Search analytics won’t replace proper due diligence, checking a developer’s track record, running your own numbers, or reading a floor plan properly all still matter. But layering this kind of data on top of the fundamentals gives you an early read on where genuine demand is building, sometimes before it shows up in official transaction figures. If a district is climbing steadily in search interest quarter over quarter, that’s worth paying attention to, especially if you’re deciding between two similarly priced options.
A Word From SG Luxury Condo
Search behaviour is one of the more underused signals in Singapore property research, mostly because it takes real effort to pull and interpret properly. At SG Luxury Condo, we treat this kind of search analytics as one input among several, alongside URA transaction data, the URA Master Plan, and our own Property P.L.U.S System, rather than relying on any single source in isolation.
If you’d like a current read on what the search data is showing for a specific district or project you’re considering, SG Luxury Condo is happy to walk through it with you. Our property consultation sessions cover exactly this kind of research, and you’re welcome to browse our full range of luxury condos for sale in Singapore once you’ve got a clearer sense of where demand is heading.
Frequently Asked Questions
What is the PropertyGuru Popularity Index?
It’s a score combining page views (40% weight) and enquiries (60% weight) for a specific listing or area, giving a quick measure of genuine buyer or renter interest beyond just casual browsing.
Why do enquiries count for more than page views in this index?
Because sending an enquiry shows real intent to act, while a page view could just be casual browsing. Weighting enquiries higher makes the score a better reflection of genuine interest.
How is search analytics different from looking at transaction data alone?
Transaction data shows what’s already happened. Search analytics shows what people are actively interested in right now, which can reveal demand building in an area before it shows up in completed sales.
Do sale-side and rental-side buyers search for different things?
Yes, quite differently. Sale-side searches tend to favour newer, more affordable OCR properties, even without MRT proximity, while rental searches skew heavily toward CCR and city-fringe locations near MRT stations.
Why does District 18 and 19 show up so often in this data?
Both districts contain a large concentration of HDB estates, and the strong search interest for nearby condos in these areas largely reflects HDB owners actively looking to upgrade rather than pure investors.
Should I only rely on search analytics to decide where to buy?
No, it’s best used alongside other research, developer track record, URA transaction data, and the Master Plan, rather than as a standalone decision-making tool.
How often does search interest data change?
It can shift meaningfully over months or quarters, so treat any specific ranking as a snapshot in time rather than a permanent fact, and check for updated data periodically.
Why weren't most top-searched sale condos near an MRT station?
Buyers searching for sale listings appear willing to trade MRT proximity for a lower price per square foot, which can mean a cheaper unit or more space for the same budget.
What does it mean if a project's search ranking is dropping?
It can signal cooling interest in that specific project, which is worth watching closely if you’re an owner considering your exit timing, since search interest sometimes moves ahead of actual price trends.
Can search analytics help me time my property purchase better?
It can offer useful early signals, a district climbing steadily in search rankings may be worth watching closely, but it should complement, not replace, fundamental checks like pricing, developer reputation, and future supply in the area.


