Detecting MAP Violations Across Six Marketplaces
Manual MAP monitoring catches violations days too late. Here's how brand protection teams scrape Amazon, Walmart, eBay, and TikTok Shop in near real time.
Aggregating Real Estate Listings at Scale
Real estate portals use different anti-bot stacks, layouts, and geographies. Here's how to aggregate listings at scale without maintaining six scrapers.
Travel Fare Monitoring: Real-Time Pricing Data at Scale
Airlines change their prices hundreds of times per day per route. Here's how travel companies collect real-time fare data at scale without getting blocked.
Building a Real-Time Price Tracker With FourA
Competitor prices shift hourly. Here's how to build an automated price tracker across hundreds of product pages with a single API call and basic Python.
How Travel Startups Aggregate Fares Across Airlines
Fare comparison engines need to collect prices from dozens of protected airline sites simultaneously. Here's what the infrastructure actually looks like.
How a Price Intelligence Firm Tracks 10,000 SKUs Daily
Tracking 10,000 product prices across 200+ competitor sites daily is a serious infrastructure challenge. Here's how one pricing firm solved it cleanly.