Miter
Real transaction-based property prices per neighborhood
Context
Real property transaction data is published as open government data, but in formats an ordinary buyer can't read — leaving the biggest financial decision of their life based on inflated listing prices.
Problem
Property buyers decide based on inflated listing prices while real transaction prices sit buried in hard-to-read open data.
Solution
A platform showing verified transaction prices for each neighborhood on an interactive map, using open government data and clear documentation that helps any developer continue the work.
Highlights
- ✦Real transaction data instead of listing prices
- ✦Nine files explaining product and development decisions
- ✦A first version focused on Riyadh apartments
Implementation
- 1
Document the project before building
Nine files explain the goal, design, data, roadmap, and decisions so any developer or supporting tool can continue from the same point.
- 2
Collect and clean the data
Fetching transaction data from open government sources, cleaning it, and processing it down to neighborhood level.
- 3
The interactive map
Real average prices for each neighborhood shown on a map, with a simple Arabic interface built for buyers rather than experts.
- 4
A focused first version
Start with Riyadh apartments on a 90-day plan, then measure the value before adding more cities and property types.