A client needing OLX classifieds data as a structured feed or API — listing title, price, location, category, seller, images, and posting details — for search, analytics, or aggregation.

Use Case

Classifieds Data Feed / API

Region

India

Source

OLX

Listing-Level

Granularity

Category-Wide

Coverage

Structured

Feed / API

Location

Data Included

Contact Sales

Key Takeaways

Actowiz extracted OLX classifieds listings into a clean, structured feed and API — capturing title, price, location, category, seller, images, posting date, and listing URL for each ad. Because classifieds span many categories and locations with fast-changing, user-generated listings, the pipeline traverses categories and geographies systematically, normalises inconsistent listing data, and deduplicates. Delivered as a structured feed or API on a defined cadence, it gave the client reliable, query-ready classifieds data for search, price analysis, or aggregation — replacing manual browsing with a clean, continuously refreshed dataset.

What did the client need?

The client needed OLX classifieds data delivered as a structured feed or API, covering listing details — title, price, location, category, seller, images, posting date, and URL — to power a search, analytics, or aggregation use case.

Because classifieds are user-generated and change constantly across many categories and locations, they needed reliable, normalised, query-ready data rather than raw, inconsistent listings.

What made this hard?

Category & location breadth. Listings span many categories and geographies, requiring systematic traversal.
User-generated inconsistency. Free-text titles, prices, and locations vary widely and had to be normalised.
Fast-changing listings. Ads are posted and removed constantly, so refresh cadence mattered.
Deduplication. Re-posted and duplicate ads had to be collapsed for clean data.
Structured delivery. Data had to be query-ready as a feed or API, not raw HTML.

How did Actowiz solve it?

Actowiz built a category- and location-aware classifieds pipeline delivering normalised, deduplicated listings as a structured feed / API.

Approach

Category & geo traversal. Listings captured systematically across categories and locations.
Field normalisation. Titles, prices, and locations parsed and standardised.
Deduplication. Re-posted/duplicate ads collapsed.
Refresh cadence. Recurring capture to keep the feed current as listings change.
Structured delivery. Clean feed or API with defined fields.

Data Attributes / Fields

Field	Description
title	Listing title
price	Listed price
location	City / area
category	Listing category / subcategory
seller	Seller name / type
images	Listing image URLs
posted_date	When the ad was posted
listing_url	Direct listing link

What were the results?

Query-ready classifieds. Clean, normalised listings for search, analytics, or aggregation.
Category & location coverage. Systematic coverage across the classifieds landscape.
Fresh data. Recurring refresh kept the feed current.
No duplicates. Deduplicated listings for trustworthy analysis.

Project at a Glance

Metric	Value
Use Case	Classifieds data feed / API
Region	India
Source	OLX
Fields	Title, price, location, category, seller, images, date, URL
Data State	Normalised, deduplicated
Cadence	Recurring refresh
Delivery	Structured feed / API

Client Feedback

“We needed OLX listings as clean, structured data we could actually query — not raw pages. Actowiz delivered a normalised feed with everything mapped, refreshed on a schedule.”

— Product Owner, Client Team

Frequently Asked Questions

Q: What listing data is captured?

A: Title, price, location, category, seller, images, posting date, and listing URL.

Q: How is inconsistent listing data handled?

A: Free-text fields are parsed and normalised, and duplicate/re-posted ads are deduplicated.

Q: How fresh is the data?

A: The feed is refreshed on a recurring cadence to keep pace with new and removed listings.

Q: How is it delivered?

A: As a structured feed or API with defined fields, ready to query.

Need classifieds data as a structured feed?

Actowiz Solutions delivers normalised, deduplicated classifieds data as a feed or API with a defined refresh cadence. Visit actowizsolutions.com to discuss your data requirement.

Real Results from Real Clients

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