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Work · Property search / Aggregation

Bulmalı

Every property listing, gathered in one place.

What it is

Bulmalı crawled rental and for-sale listings from many Turkish property portals, merged duplicates into one record with price history, and offered one search on web and mobile.

Why it needed to exist

Anyone looking for a home had to repeat the same search on many portals, each with its own filters, duplicates and stale listings.

What Idealink did

Idealink built the crawlers, the matching pipeline, the search index and the consumer apps in 2023.

Status
Archive
Relationship
Idealink venture
Industry
Real estate
Period
2023
Platform
Web · Mobile
Idealink role
Concept, product, design, engineering
LISTING PORTALSCRAWLERSAI-assisted robotsMATCH & DEDUPEsimilarity modelWEBMOBILEONE INDEX · PRICE HISTORYMANY SOURCES → ONE PROPERTY RECORD
System diagram

Thesis

An early proof that Idealink could own a product end to end: crawling, matching, search and two client surfaces.

01

What it was

  • A crawling layer of AI-assisted robots collecting listings from public portals.
  • A matching and deduplication step that recognised the same property across sources.
  • A consumer search experience on web and mobile with unified filters, map search and alerts.

02

Where the data work sat

Matching combined location, attributes, imagery and text to merge duplicates across portals; crawl scheduling prioritised active neighbourhoods so the index stayed fresh where people were looking.

Outcome

Where it stands

Shipped in 2023 and became the foundation of Idealink's applied data and crawling practice.

Stack and capabilities

Only what mattered

  • Crawling
  • Matching model
  • Search index
  • Web & mobile apps