OLX India Properties Data Parser & API

OLX India Properties is the property vertical of India’s largest horizontal classifieds marketplace — covering resale, rental, commercial and land listings — and PropAPIS extracts its listing and locality data through a single REST API. Cover OLX’s high-volume property inventory without building or maintaining a scraper.

Platform Overview

Market Position

• Property vertical of OLX India, a high-traffic horizontal classifieds marketplace
• Strong property vertical spanning resale, rental, commercial and plot/land (per the South Asia research report)
• Login walls and anti-bot measures raise scraping difficulty (medium)
• Classifieds inventory is higher-volume but thinner / looser in structured fields than dedicated portals

Note: OLX India runs a strong property vertical on top of a horizontal classifieds engine — high listing volume, less normalized fields.

Market Coverage

Geographic Coverage:

• Metros: Mumbai, Delhi NCR, Bengaluru, Hyderabad, Pune, Chennai, Kolkata
• Tier-2 and tier-3 cities across India

Property Types:

• Apartments and Builder Floors
• Independent Houses and Villas
• Plots and Land
• Commercial (shops, offices)

Data Availability

As a classifieds marketplace, OLX India carries high listing volume with thinner, free-text-heavier fields than dedicated portals — less normalized geo and no price history. PropAPIS normalizes the available structured fields (price, BHK, area, locality, property type) from each listing.

Listing Categories:

• Buy: Resale and ready-to-move properties
• Rent: Long-term residential rentals
• Commercial: Shops and offices
• Land: Plots and development sites

Data Fields Available

PropAPIS extracts structured data from each OLX India property listing:

Property Information

• Address: Locality and city
• Price: Sale price or rent
• Bedrooms and Bathrooms (BHK configuration)
• Property Type: Apartment, villa, plot, commercial
• Area: Built-up area (sq ft) where published

Listing Details

• Description: Full listing text
• Photos: Image URLs
• Added Date

Seller Information

• Seller name
• Listing type: Owner or dealer
• Contact where published (often login-gated)

Location

• Locality and City
• Coordinates: Latitude and longitude where published

API Endpoints

Get Property Details

from propapis import PropAPIS
 
api = PropAPIS(api_key='your_api_key')
 
# Get a listing by URL or ID
property_data = api.platforms.olx_in.get_property(
    listing_id='12345678'
)
 
print(f"Title: {property_data.title}")
print(f"Price: ₹{property_data.price:,}")
print(f"Locality: {property_data.locality}")

Search Listings

# Search OLX India property listings
listings = api.platforms.olx_in.search(
    city='Mumbai',
    purpose='for-sale',
    property_type='Apartment'
)
 
for listing in listings[:10]:
    print(f"{listing.title} - ₹{listing.price:,}")
    print(f"  {listing.bedrooms} BHK | {listing.locality}")

Search Land

# Search OLX India plots and land
plots = api.platforms.olx_in.search(
    city='Hyderabad',
    purpose='for-sale',
    property_type='Plot'
)
 
for plot in plots[:10]:
    print(f"{plot.title} - ₹{plot.price:,}")

Quick Start

from propapis import PropAPIS
 
api = PropAPIS(api_key='your_api_key')
 
# Search OLX India property listings in Mumbai
listings = api.platforms.olx_in.search(city='Mumbai', purpose='for-sale')
 
for listing in listings[:5]:
    print(f"{listing.title} - ₹{listing.price:,}")

import { PropAPIS } from 'propapis';
 
const api = new PropAPIS({ apiKey: 'your_api_key' });
 
// Search OLX India property listings in Mumbai
const listings = await api.platforms.olxIn.search({
  city: 'Mumbai',
  purpose: 'for-sale',
});
 
listings.slice(0, 5).forEach((l) => {
  console.log(`${l.title} - ₹${l.price.toLocaleString()}`);
});

curl "https://api.propapis.com/v1/platforms/olx-in/search?city=Mumbai&purpose=for-sale" \
  -H "Authorization: Bearer your_api_key"

Frequently asked questions

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