Data Sources
Price data is gathered from multiple Egyptian sources via SerpAPI and parsed using Gemini AI. Each price record includes source attribution and confidence scoring.
Search Engine
SerpAPI (Google Egypt, Arabic) - Primary data source for current prices
AI Extraction
Gemini 2.5 Pro - Extracts structured price data from search snippets
Update Schedule
4x daily: 4:00 AM, 10:00 AM, 4:00 PM, 10:00 PM (Egypt Time)