99.co Scraper | Singapore Property Search, HDB, Condo & Landed Property Listings for Sale & Rent (No API, No Login)

One actor to scrape 99.co Singapore property search: keyword search (scrape HDB, condo, and landed property listings for sale or rent, filtered by your criteria). No login required, no API token, and bulk-pastes of multiple search queries are handled natively. It hits 99.co's public JSON endpoints directly — no browser, fast and cheap.

Built for: people tracking Singapore property prices, market analysts covering specific districts, anyone comparing rental rates across neighborhoods, property market researchers, students needing a dataset for a thesis, and engineers building their own side projects.

Planned for v1.1: listing detail mode (fetch full details of a single listing by ID/URL) — not yet available in this version.

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What you get

Every listing includes the fields below (missing values are always returned as null — fields are never dropped):

Field	Description	Example
listing_id	99.co listing ID	PkhHsqk7hrY7DPXGtPVr6L
title	Listing name (project name or address)	Commonwealth HDB Estate
listing_type	Transaction type	sale, rent
main_category	Property type	hdb, condo, landed
property_segment	Property sub-category	hdb, non-landed, landed
price	Sale price or monthly rent (SGD)	850000
currency	Currency (always SGD)	SGD
price_per_sqft	Price per square foot (SGD)	589.24
bedrooms	Number of bedrooms	5
bathrooms	Number of bathrooms	2
floor_area_sqft	Floor area (square feet)	1442
address	Address	123 Commonwealth Avenue
district	District number (D1–D28)	3
region	Region name	Central Region
latitude	Latitude	1.2985
longitude	Longitude	103.8027
tenure	Tenure type	99-year leasehold, freehold
agent_name	Agent name	Tan Wei Ming
agent_id	Agent ID	user_abc123
agency	Agency name	PropNex Realty Pte Ltd
posted_at	Listing posted time (ISO 8601)	2026-06-15T10:30:00.000Z
image_urls	Array of listing image URLs	["https://cdn.99.co/photos/abc123_main.jpg"]
listing_url	Full listing URL	https://www.99.co/singapore/sale/map/hdb/...
source_mode	Which mode this record came from	search
source_query	The query used to fetch this record	hdb queenstown sale
scraped_at	Time of scraping (ISO 8601)	2026-07-04T05:23:28.617Z

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Modes

Mode	What it does	Billing event	Price	Status
🔎 search	Keyword search, scrape a listing list by criteria	search-listing (per item)	$0.002	v1.0
📦 detail	Fetch full details of a single listing by ID/URL	product-detail (per item)	$0.008	v1.1

Regardless of which mode you run, every run start incurs a one-time apify-actor-start fee of $0.005. All charges are only applied after data has been successfully written to the dataset — the run log prints total_items / charged / skipped at the end so you can reconcile.

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Input fields

Field	Type	Required	Default	Description
mode	enum	recommended	search	Only search (search listing) is available currently; detail is planned for v1.1.
queries	string[]	required for search	—	Search queries, one per line, e.g. hdb queenstown sale, condo orchard rent. Up to 50 per run.
listingType	enum	optional	sale	sale or rent.
mainCategory	enum	optional	—	hdb / condo / landed. Leave empty to scrape all types.
bedrooms	integer	optional	—	Specify number of bedrooms (1+). Leave empty for no limit.
priceMin	integer	optional	—	Only keep listings priced (sale/rent) at or above this amount (SGD). Leave empty for no limit.
priceMax	integer	optional	—	Only keep listings priced (sale/rent) at or below this amount (SGD). Leave empty for no limit.
bulkInput	string	optional	—	One entry per line, press Enter to add a new line, no quotes or commas. Used as search queries in search mode — merged automatically into queries at run time. Fastest way is to paste a whole column copied from Google Sheets / Excel.
maxItems	integer	optional	50	Maximum number of listings to scrape per search query (1-500). Higher values cost more.
proxyConfiguration	object	optional	—	99.co restricts non-Singapore IPs. We recommend enabling Apify Proxy (Residential or RESIDENTIAL_SG) to avoid 429 blocks.

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Examples

🔎 Basic search: Queenstown HDB

{
    "mode": "search",
    "queries": ["hdb queenstown sale"],
    "maxItems": 20
}

🏠 Price range + bedroom count

{
    "mode": "search",
    "queries": ["condo orchard rent"],
    "listingType": "rent",
    "mainCategory": "condo",
    "bedrooms": 2,
    "priceMin": 3000,
    "priceMax": 8000,
    "maxItems": 50
}

📋 Bulk search across multiple neighborhoods

{
    "mode": "search",
    "bulkInput": "hdb toa payoh sale\nhdb bishan sale\nhdb ang mo kio sale",
    "maxItems": 100
}

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Notes

• Public data only. No login required, no 99.co account needed, and no content requiring authentication is accessed.
• No login / no API token needed. Fill in the input and run — there are no credentials to configure.
• The same listing hit by multiple queries produces one row per source_query (billed per query). For example, if both hdb queenstown sale and hdb central sale match the same listing, it will appear as two rows, each billed as a separate search-listing.
• Cross-page deduplication: within the same search query, if the same listing appears on multiple pages, it's only counted once (built-in deduplication).
• Polite to the site. Concurrency per domain is capped at 5, failed requests are retried up to 3 times with exponential backoff — the actor won't hammer 99.co's servers.
• Listing detail mode (detail mode) is planned for v1.1. Only search mode is supported currently.

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FAQ

Q: How do I write search queries? One per line, formatted as closely as possible to what a user would type into 99.co's search box, e.g. hdb queenstown sale, condo river valley rent, landed serangoon. You can omit sale/rent (use the listingType field to control it instead), or include it — the scraper passes it through as a query tag either way.

Q: Why is price_per_sqft null? Some 99.co listings don't list a price-per-square-foot figure, or the API doesn't return an area_ppsf field for them. In that case we always return null rather than estimating a value.

Q: How is billing calculated? Each run start incurs a one-time apify-actor-start charge ($0.005); search mode charges search-listing ($0.002) per listing returned. Both are only charged after data is successfully written to the dataset — the run log prints the actual number of billed items.

Q: What if I don't get any data? First check your search query spelling, or try a more common neighborhood name or property type. The scraper stops itself and logs the reason after 5 consecutive requests return no new data, so it won't burn compute for nothing. If you're hitting 429 blocks, we recommend enabling the proxy setting.

Q: When will detail mode (full listing details) be available? Planned for v1.1. At that point you'll be able to bulk-fetch full listing details by listing ID or 99.co listing URL.

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Deployment

apify login              # first time only: paste your Apify token (never committed to the repo)
apify push               # build and upload to Apify Store

After publishing, configure PPE event prices in the Apify Console under Monetization: apify-actor-start $0.005, search-listing $0.002.

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Disclaimer

This scraper only collects publicly visible property listing data from 99.co. Data is intended for research and personal use only, not for any unauthorized commercial resale. Please confirm compliance with 99.co's terms of service and applicable local regulations before use. This actor makes no guarantees regarding the accuracy, timeliness, or completeness of the data — refer to 99.co's official site for current property prices and listing status.

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99.co scraper, Singapore property, SG real estate, property for sale Singapore, property for rent SG, HDB condo listings, Singapore housing data