99.co Singapore Scraper

99.co Singapore Scraper creates a structured dataset of property listings collected from 99.co in Singapore. Each dataset item is one sale or rent listing and can include asking price in Singapore dollars, price per square foot, floor area, bedrooms, tenure, neighbourhood, and the listing agent. Query with a 99.co search, listing, or agent URL, or a location such as Orchard, and set listing type, segment, price, size, and bedroom filters. Control the result limit with maxItems. Retrieve records through the Apify Dataset API or export them as JSON, CSV, Excel, XML, or another supported format.

Dataset at a glance

Property	Value
Source	99.co (www.99.co), Singapore
Record unit	One property listing
Input methods	Start URL (search, listing, or agent) or a location search query
Main identifiers	id, url
Delivery	Apify Dataset and API
Export formats	JSON, CSV, Excel, XML, and other Apify dataset exports
Update model	Fresh records per Actor run
Pricing	Pay per event: dataset-item $0.001; optional listing-details and agent-info $0.001 each

Coverage and available records

The Actor collects public 99.co sale and rent listings. A start URL is used as copied from the browser.

• A search URL is paginated as that search. Filters in the input apply to search queries, not to a pasted search URL.
• A listing URL returns that listing.
• An agent URL collects listings from that agent profile.
• searchQueries accepts locations or keywords such as Orchard, Tampines, District 9, or Punggol MRT. With no start URL and no query, the Actor runs one search for the selected listing type and filters without a location string.
• listingType is sale or rent. It is ignored when the start URL already contains /sale or /rent.
• propertySegments accepts residential, commercial, industrial, or land. The stored sample is residential.
• Property group and subtype filters accept the condo, HDB, and landed values in the input schema. Landed subtypes are sent as a landed subtype; other subtypes are sent as a subcategory.
• Price bounds are Singapore dollars. For sale they are the total asking price. For rent they are monthly rent.
• Bedroom 0 means studio and bedroom 5 means 5 or more. Bathroom 5 means 5 or more.
• Floor size is in square feet. Tenure accepts Freehold, 99 yrs, 999 yrs, and 103 yrs. Furnishing accepts unfurnished, partial, and fully.
• rentalType applies to rent searches: entire unit or room.
• newLaunch limits the search to new-launch projects.
• Sort options are relevance, newest, price, price per square foot, and size.
• maxItems of 0 does not cap the result count. A positive value stops after that many saved listings.
• scrapeListingDetails opens the listing page and, when parsing succeeds, merges description, photos, coordinates, and unit fields onto the same record. That adds a listing-details charge.
• scrapeAgentInfo opens the agent profile and, when parsing succeeds, adds an agent object plus agency fields. That adds an agent-info charge.
• The run requires a proxy configuration. The input default is Apify residential with country SG. Without a proxy, the Actor stops before scraping.

Search-card records omit keys whose values are empty. Detail and agent fields below are conditional. They were not present on the five stored search-card records. A blocked listing page is skipped for enrichment; the card record can still be saved. The Actor does not keep a historical archive.

Data dictionary

Fields below are the keys observed on stored search-card records. Types and the example values come from those records. A key is nullable when at least one stored record omitted it or set it to null.

Field	Type	Nullable	Description	Example
id	string	No	99.co listing id, also the last segment of the listing URL.	npntbSGVfMgek7jRqgc2yd
url	string	No	Absolute listing URL on www.99.co.	https://www.99.co/singapore/sale/property/eight-riversuites-condo-npn...
title	string	No	Project or address title shown for the listing.	Eight Riversuites
listingType	string	No	Source listing type. Observed value: sale.	sale
listingTypeText	string	No	Label derived by the Actor. sale becomes Buy; rent becomes Rent.	Buy
price	number	No	Asking price as a number. Sale prices are the total; rent prices are monthly.	1299999.0
priceText	string	No	Formatted asking price from the source, including the S$ symbol.	S$ 1,299,999
currency	string	No	Currency code set by the Actor. Observed value: SGD.	SGD
psf	number	No	Price per square foot as a number.	1857.0
psfText	string	No	Formatted price per square foot from the source.	S$ 1,857 psf
bedrooms	integer	No	Bedroom count. Studio listings use 0 when the source sends it.	2
bathrooms	integer	No	Bathroom count.	2
floorAreaSqft	number	No	Internal floor area in square feet.	700.0
floorAreaText	string	No	Formatted floor area from the source, such as 517 sqft.	700 sqft
propertyType	string	No	Display property type, such as Condo or HDB 5 Rooms.	Condo
propertyTypeCode	string	No	Source subtype code, such as generic_condo.	generic_condo
propertyTypeGroup	string	No	Source type group, such as condo.	condo
propertyName	string	No	Project or building name.	Eight Riversuites
address	string	No	Street address line from the card, including the postal code when the source includes it.	8 Whampoa East 338520
neighbourhood	string	No	Neighbourhood name. Omitted on some cards.	Bendemeer
region	string	No	Planning region, such as North Region. Omitted on some cards.	Central Region
tenure	string	No	Tenure text, such as 99 yrs.	99 yrs
builtYear	integer	No	Year the project was built, when the card includes it.	2016
builtYearText	string	No	Formatted built-year text from the source.	Built: 2016
latitude	number	No	Listing latitude in decimal degrees.	1.3216293792249243
longitude	number	No	Listing longitude in decimal degrees.	103.86445663693168
photoCount	integer	No	Photo count from the card.	8
floorPlanCount	integer	No	Floor-plan count from the card.	1
videoCount	integer	No	Video count from the card.	0
listedOnText	string	No	Relative listed-time text from the source, such as 1s.	1s
postedAt	integer	No	Source posted-time integer, copied as returned.	1786701960252279
isMustSee	boolean	No	True when the card is marked Must See.	true
mrt	string	No	Nearest MRT label from the card. Omitted when absent.	Boon Keng MRT
statusCode	string	No	Source status code, such as must_see.	must_see
propertySegment	string	No	Source segment. Observed value: residential.	residential
sourceUrl	string	No	Start URL or search URL that produced the record.	https://www.99.co/singapore/sale
scrapedAt	string	No	UTC timestamp written by the Actor when the record is saved, ISO-8601.	2026-08-14T10:07:15.948796+00:00
thumbnailUrl	string	Yes	Card image URL. Omitted when the card has no photo.	https://pic2.99.co/v3/VeBpwpwaaUryeAcLzouyTf?sampling=lanczos&version...
agentId	string	Yes	Agent id from the card. Omitted when the card has no agent id.	ovaEwyAwFz6S4ypZYdXJW6
agentName	string	Yes	Agent name from the card.	Thiru P
agentPhone	string	Yes	Agent phone from the card.	+6591847685
agentWhatsapp	string	Yes	WhatsApp number from the card.	+6591847685
agentIsPremium	boolean	Yes	True when the card marks the agent as premium.	true

Listing-detail fields

These keys are produced by the listing-page parser when scrapeListingDetails is true and the page parses. Empty values are omitted. They are not in the stored search-card sample, so the example column is not filled from that sample.

Field	Type	Nullable	Description	Example
headline	string	Yes	Listing subtitle from the detail page.	Not in the stored sample
description	string	Yes	Meta description text from the listing page.	Not in the stored sample
floorAreaSqm	number	Yes	Floor area in square metres when the card payload includes it.	Not in the stored sample
landAreaSqft	number	Yes	Land area in square feet.	Not in the stored sample
streetName	string	Yes	Street name.	Not in the stored sample
streetNumber	string	Yes	Street number.	Not in the stored sample
postalCode	string	Yes	Postal code.	Not in the stored sample
districtNumber	integer	Yes	District number.	Not in the stored sample
furnishing	string	Yes	Furnishing text from the listing payload.	Not in the stored sample
imageUrls	array	Yes	Photo URLs. Detail pages keep up to 30 pic2.99.co images.	Not in the stored sample
availableFrom	string	Yes	Availability text from the listing.	Not in the stored sample
unitConfiguration	string	Yes	Unit configuration text.	Not in the stored sample
isVerified	boolean	Yes	Must-see verified flag.	Not in the stored sample
isOwnerListing	boolean	Yes	True when the detail payload marks an owner listing.	Not in the stored sample
isNewListing	boolean	Yes	True when the detail payload marks a new listing.	Not in the stored sample
isNewLaunch	boolean	Yes	True when the detail payload marks a new launch.	Not in the stored sample
agentLicense	string	Yes	CEA number from the listing or agent block.	Not in the stored sample
agentUrl	string	Yes	Agent profile URL built from the CEA number and name.	Not in the stored sample
agentPhotoUrl	string	Yes	Agent photo URL.	Not in the stored sample
clusterId	string	Yes	Cluster id from the detail payload.	Not in the stored sample
agencyName	string	Yes	Agency name, filled from the agent profile when that profile is fetched.	Not in the stored sample
agencyLicense	string	Yes	Agency license number from the agent profile.	Not in the stored sample

Agent profile object

When scrapeAgentInfo succeeds, the record gains an agent object. The parser omits empty keys. Nested list and object values are copied from the profile payload. No stored sample includes this object.

Field	Type	Nullable	Description	Example
id	string	Yes	CEA agent number.	Not in the stored sample
name	string	Yes	Agent name.	Not in the stored sample
license	string	Yes	Same CEA number as id.	Not in the stored sample
jobTitle	string	Yes	Job title.	Not in the stored sample
phone	string	Yes	Raw or masked phone from the profile.	Not in the stored sample
email	string	Yes	Email from the profile.	Not in the stored sample
photoUrl	string	Yes	Profile photo URL.	Not in the stored sample
description	string	Yes	Profile biography.	Not in the stored sample
agencyName	string	Yes	Agency name.	Not in the stored sample
agencyLicense	string	Yes	Agency number.	Not in the stored sample
agencyLogoUrl	string	Yes	Agency logo URL.	Not in the stored sample
areaExpertise	array	Yes	Area expertise list from the profile.	Not in the stored sample
listingsBreakdown	object	Yes	Listings breakdown object from the profile.	Not in the stored sample
transactionHistory	object	Yes	Transaction-history widget from the profile.	Not in the stored sample
isCorporate	boolean	Yes	Corporate-agent flag.	Not in the stored sample
profileUrl	string	Yes	Agent profile URL.	Not in the stored sample

Use id as the deduplication key for a listing. It is stable on the listing URL.

Example dataset record

The record below is a stored search-card item from a sale search at https://www.99.co/singapore/sale. scrapeListingDetails and scrapeAgentInfo were not required for these fields. Empty keys were omitted by the parser.

{
  "id": "eAxBcoKvWVRPCSa9yo7GwS",
  "url": "https://www.99.co/singapore/sale/property/the-miltonia-residences-condo-eAxBcoKvWVRPCSa9yo7GwS",
  "title": "The Miltonia Residences",
  "listingType": "sale",
  "listingTypeText": "Buy",
  "price": 695000.0,
  "priceText": "S$ 695,000",
  "currency": "SGD",
  "psf": 1344.0,
  "psfText": "S$ 1,344 psf",
  "bedrooms": 1,
  "bathrooms": 1,
  "floorAreaSqft": 517.0,
  "floorAreaText": "517 sqft",
  "propertyType": "Condo",
  "propertyTypeCode": "generic_condo",
  "propertyTypeGroup": "condo",
  "propertyName": "The Miltonia Residences",
  "address": "520 Miltonia Close 768104",
  "neighbourhood": "Lower Seletar",
  "region": "North Region",
  "tenure": "99 yrs",
  "builtYear": 2015,
  "builtYearText": "Built: 2015",
  "latitude": 1.4170849196563045,
  "longitude": 103.84818889236466,
  "thumbnailUrl": "https://pic2.99.co/v3/VeBpwpwaaUryeAcLzouyTf?sampling=lanczos&version=1&height=120&width=120&mode=fill&quality=70&signature=fdadf666f0f6c2ca06589849254bf4893e60316d",
  "photoCount": 16,
  "floorPlanCount": 1,
  "videoCount": 0,
  "listedOnText": "1s",
  "postedAt": 1786701960962578,
  "isMustSee": true,
  "mrt": "Khatib MRT",
  "agentId": "ovaEwyAwFz6S4ypZYdXJW6",
  "agentName": "Thiru P",
  "agentPhone": "+6591847685",
  "agentWhatsapp": "+6591847685",
  "agentIsPremium": true,
  "statusCode": "must_see",
  "propertySegment": "residential",
  "sourceUrl": "https://www.99.co/singapore/sale",
  "scrapedAt": "2026-08-14T10:07:16.672060+00:00"
}

Query and input reference

Input	Type	Required	Default	Accepted values	Description
startUrls	array	No	—	99.co search, listing, or agent URLs	Preferred source. Paginated as copied. Filters below do not rewrite these URLs.
searchQueries	array of strings	No	—	Location or keyword text	Mapped to the 99.co name search. Example: Orchard.
listingType	string	No	sale	sale, rent	Buy or rent. Ignored when the start URL already contains /sale or /rent.
propertySegments	string	No	residential	residential, commercial, industrial, land	Property segment.
mainCategory	array of strings	No	—	condo, hdb, landed	High-level type group. Empty means all, or the groups implied by subtypes.
propertySubTypes	array of strings	No	—	Condo, HDB room counts, and landed subtypes in the input schema	Specific types. Landed values are sent as landed subtype.
minPrice	integer	No	—	0 or greater, SGD	Minimum asking price. Sale is the total. Rent is monthly.
maxPrice	integer	No	—	0 or greater, SGD	Maximum asking price.
bedrooms	array of strings	No	—	0, 1, 2, 3, 4, 5	0 is studio. 5 is 5 or more.
bathrooms	array of strings	No	—	1, 2, 3, 4, 5	5 is 5 or more.
minSize	integer	No	—	0 or greater	Minimum floor area in square feet.
maxSize	integer	No	—	0 or greater	Maximum floor area in square feet.
leaseType	array of strings	No	—	Freehold, 99 yrs, 999 yrs, 103 yrs	Tenure filter.
furnishing	array of strings	No	—	unfurnished, partial, fully	Furnishing filter.
rentalType	string	No	empty	empty, all, unit, room	Rent searches only. Entire unit or room.
newLaunch	boolean	No	false	true, false	New-launch projects only when true.
sortBy	string	No	relevance	relevance, newest, price_asc, price_desc, psf_asc, psf_desc, size_desc, size_asc	Search result order.
scrapeListingDetails	boolean	No	false	true, false	Merge listing-page fields. Charges listing-details when details are attached.
scrapeAgentInfo	boolean	No	false	true, false	Attach the agent profile. Charges agent-info when agent data is attached.
maxItems	integer	No	0	0 or greater	Maximum listings to save. 0 means no cap.
maxConcurrency	integer	No	5	1 to 8	Parallel listing and agent page workers.
proxyConfiguration	object	No	Apify residential, country SG	Apify proxy input	Required for a run. The Actor returns before scraping when no proxy is configured.

Minimal request:

{
  "searchQueries": ["Orchard"],
  "listingType": "sale",
  "maxItems": 20
}

Request with listing-page and agent enrichment:

{
  "startUrls": [{"url": "https://www.99.co/singapore/sale"}],
  "listingType": "sale",
  "mainCategory": ["condo"],
  "bedrooms": ["2", "3"],
  "maxItems": 50,
  "scrapeListingDetails": true,
  "scrapeAgentInfo": true,
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "SG"
  }
}

Retrieve the data through the API

This is the Apify Actor API. 99.co does not provide this endpoint.

1. Start datascrapers/99-co-scraper with a JSON input.
2. Wait until the run finishes, or poll the run status.
3. Read items from the run's default dataset.
4. Page the dataset with offset and limit, or export it from the run page.

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")
run = client.actor("datascrapers/99-co-scraper").call(run_input={
    "searchQueries": ["Orchard"],
    "listingType": "sale",
    "maxItems": 20,
})
items = client.dataset(run["defaultDatasetId"]).list_items().items
print(items)

Other languages are listed on the Actor's API tab in Apify Console. Do not put a real token in a URL or in source control.

Export and pipeline examples

Destination	Recommended method	Typical use
PostgreSQL or Supabase	Dataset API or a webhook consumer	Store id as the listing key
Google Sheets	Apify integration	Share a price and area extract
Amazon S3 or other cloud storage	Scheduled dataset export or an integration	Archive each run's JSON or CSV
A custom application	Dataset items endpoint	Page through a large search

Data quality and record handling

Search-card fields come from the 99.co listing payload. currency is set to SGD by the Actor. listingTypeText is derived from listingType. Other card fields are copied from the source. Empty strings, empty lists, and nulls are dropped before the card is saved, so a missing key means the source value was empty or the card did not include it.

Within one run, discovery skips a listing id that was already yielded. The recommended key across runs is id. url identifies the same listing page.

listing-details is charged only when a listing page is merged onto the record. agent-info is charged only when an agent profile is attached. A failed detail or agent request does not remove the card. A listing with neither id nor url is not saved.

postedAt is the source integer as returned. scrapedAt is the Actor's UTC save time. listedOnText is relative text from the page, not a normalized date. Coordinates are decimal degrees when the card includes them.

The stored sample does not include commercial, industrial, land, or rent rows. Those segments are accepted by the input. Field presence still depends on what 99.co returns for that search.

Pricing and cost examples

The Actor uses pay per event. Every saved listing charges one dataset-item event at $0.001. A listing that also receives parsed listing-page fields charges one listing-details event at $0.001. A listing that also receives an agent profile charges one agent-info event at $0.001. The same prices apply on every plan tier. There is no separate Actor-start event in this Actor.

Platform usage, including compute and residential proxy traffic, is billed to the run account in addition to these events. Estimates below are event charges only.

Records	Events	Estimated event cost
1,000 listing cards	1,000 × dataset-item	$1.00
1,000 cards with details and agent profiles	1,000 × each of the three events	$3.00
10,000 listing cards	10,000 × dataset-item	$10.00
10,000 cards with details and agent profiles	10,000 × each of the three events	$30.00

A listing that is not saved does not create a dataset-item charge. A detail or agent request that adds nothing does not create that extra charge. maxItems caps saved listings and therefore the dataset-item count.

Limitations and responsible data use

The Actor reads publicly available 99.co pages and the listing fields those pages expose. It does not return a historical archive. Each run reflects the site at the time of the request. Save datasets yourself if you need a time series.

Values can be missing when 99.co omits them, when a filter matches nothing, or when a detail or agent page does not parse. A residential proxy in Singapore is required for the run to start scraping. Site markup and availability can change.

Agent phone numbers and similar contact fields are present only when the listing or profile exposes them. You are responsible for using the dataset in line with 99.co terms, privacy rules, and any contract that applies to your project. This page does not provide a legal conclusion about a particular use.

Dataset questions

What does one dataset item represent?

One 99.co listing. Search-card runs contain the fields in the main dictionary. Detail and agent runs add the conditional fields on that same listing record.

Which field should I use as a unique identifier?

Use id. It is the listing id on the 99.co URL. url identifies the same page.

Are fields nullable or conditional?

Card keys are omitted when the source value is empty. Description, postal code, district, furnishing, and the agent object are conditional on the enrichment switches and on a successful page parse.

Can I retrieve the records as CSV or JSON?

Yes. Download JSON, CSV, Excel, XML, or another format from the Apify Console export menu, or read JSON through the Dataset API.

How do I paginate large datasets?

The Actor pages through a 99.co search until maxItems or the search ends. After the run, page the Apify dataset with offset and limit.

Does the Actor return historical data?

No. A record is the listing state observed during that run. Earlier prices are available only if you stored an earlier dataset.

What counts as a billable result?

Each saved listing is one dataset-item event at $0.001. Each listing whose detail page is merged is an additional listing-details event at $0.001. Each listing that receives an agent profile is an additional agent-info event at $0.001. Platform usage is charged separately.

Related datasets from Data Scrapers

• Property Finder Scraper — property listing records from Property Finder for a different market.
• Bayut Property Scraper — Bayut listing records with price and location fields.
• Dubizzle UAE Scraper — Dubizzle UAE classifieds, including property listings.
• Rightmove Scraper — UK sale and rent listing records for cross-market comparison.
• Realtor.com Scraper — US listing records with price and property attributes.
• Idealista Scraper — Spain and nearby-market listing records.

Data Scrapers support

Need an additional field, record type, or export workflow? Contact Data Scrapers at stardustspotlight@gmail.com. Include a sample source URL, required fields, expected record volume, and preferred delivery format.