BG Intel RealEstate
Independent research for an opaque property market
In Bulgaria there is no public register of property deals, so you never really know what anything sold for — the market is whatever your agent tells you. BG Intel pulls public market data into one place so you can see how prices moved over the years, compare neighborhoods, and check a developer's track record for yourself.
Tech Stack
A look inside
01 — The Problem
Bulgaria has no public register of property transactions. When a deal closes, the real price is never published — so there is no reliable way to know what a property is actually worth. In practice, the only way to get a feel for the market is to trust a real-estate agent. But agents charge high commissions, and a sharp suit and smooth talk tell you nothing about whether they are honest, or whether you are protected when the deal actually happens.
02 — The Solution
BG Intel gives you a way to check the market for yourself instead of taking a broker's word for it. It packages publicly available data into one view: how prices have moved across the years, how a neighborhood compares to the areas around it, and who the developer really is — their company structure and what else they have built. The same information is out there, scattered; BG Intel brings it together in a form you can actually read and trust.
03 — How It Works
From idea to finished result.
- 1
Collect
Scrapers gather listings, prices, and developer records from public sources.
- 2
Clean & Normalize
Messy, inconsistent data is normalized into one structured database.
- 3
Map & Compare
Neighborhoods are plotted on an interactive map, color-coded by price.
- 4
Trace Developers
Builder profiles connect projects, companies, and ownership together.
- 5
Decide
Buyers review history and trust signals before committing.
04 — Key Features
What it does.
05 — Why It Matters
A home is the biggest purchase most people make, and in a market with no public prices, trust is everything. Being able to verify what an agent tells you — checking prices, neighborhoods, and a developer's history yourself — shifts the balance back toward the buyer.
06 — Impact & Value
What it’s worth.
Clearer decisions
Prices, locations, and developer history in one place instead of scattered tabs.
Personal use first
Built to solve my own research problem before anyone else's.
08 — What I Learned
Takeaways.
- How to turn messy public data into something genuinely useful
- How to model relationships — developers, companies, projects — as a graph
- The value of building for my own real decision first
- How much trust depends on data being verifiable
I love turning ideas into practical solutions. BG Intel RealEstate is one of many projects where I explore how AI and product thinking can create real value for everyday people.