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Restaurant Menu Data Extraction from a Mobile-Only Delivery App

Aug 03, 2026,

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Project Overview

The Challenge

A market research firm needed a structured dataset of restaurant menus, prices, cuisines, and delivery times from a mobile-only food delivery platform across Saudi Arabia and the UAE. Traditional web scraping was ineffective due to the platform's app-only architecture and location-based content. Without reliable Food Analytics and Pricing and Promotion insights, analyzing market trends and restaurant pricing at scale was nearly impossible.

Actowiz Metrics developed a mobile-app data extraction pipeline that captured restaurant listings, item-level menus, pricing, delivery times, and service coverage across multiple cities. The structured dataset empowered advanced Food Analytics, enabled Pricing and Promotion analysis, and provided actionable insights into regional food delivery markets.

Key Highlights

Mobile App Data Extraction : Extracted restaurant listings, menus, prices, ratings, and delivery information from a mobile-only food delivery platform.
Advanced Food Analytics : Delivered structured restaurant and menu data to analyze market trends, cuisines, pricing, and competitive performance.
Pricing and Promotion Intelligence : Captured item-level menu prices to monitor pricing strategies and promotional opportunities across restaurants.
Location-Based Market Coverage : Collected and consolidated data across multiple cities with accurate de-duplication for comprehensive market visibility.
Validated Structured Dataset : Delivered clean, analysis-ready CSV data within the required timeline, enabling immediate business intelligence and decision-making.