Data Intelligence
Web Scraping Grocery Websites - A Technical Guide for Delivery Aggregators
A technical guide for grocery delivery aggregators on how to scrape pricing, inventory, and trend data from grocery websites — covering platform-specific anti-bot barriers, data normalization challenges, legal considerations, and when to build versus outsource.
Web Scraping Hotel Data
A practical guide to web scraping hotel data — covering what to collect, how OTA pages are structured, the technical obstacles you will face, and how to build or outsource a pipeline that holds up.
Web Scraping Movie Data
A practical guide to web scraping movie data -- from box office earnings and critic scores to OTT viewership signals -- so entertainment teams can build data pipelines that actually inform decisions.
Web Scraping Real Estate Data
A practical guide to scraping real estate data from property listing platforms — what data to collect, how the major sites defend against bots, how to work through those defenses, and when to outsource.
Web Scraping Restaurant Aggregators, A Technical and Strategic Guide
A technical guide to scraping restaurant aggregators for competitor pricing, menu trends, delivery performance data, and customer reviews, including how these platforms defend against bots and what it actually takes to get reliable data out of them.
Web Scraping Retail Store Locations Data
Learn how to scrape retail store location data from store locators and hidden APIs, what data fields to collect, how to handle geo-restrictions and JavaScript rendering, and how to turn raw coordinates into site-selection intelligence.