Unwrangle

Unwrangle is a specialized API service that provides on-demand access to structured e-commerce data. It scrapes information like product pricing, search rankings, customer reviews, and stock availability from major online marketplaces. The service handles the technical complexities of web scraping, such as anti-bot measures, and delivers clean, ready-to-use data in real-time.

The platform works by offering a unified data schema, which means the format of the information is consistent whether you're pulling data from Amazon, Walmart, or other supported sites. You don't need to configure parsers or manage selectors for each website. A key aspect of its model is a simple pricing structure where you are only charged for successful data requests, not for attempts that fail.

This tool is built for professionals who need reliable, large-scale e-commerce data without building and maintaining their own scrapers. Data scientists can use it to gather recent reviews for training AI models. Market research teams can track pricing and sentiment trends across product categories. E-commerce businesses can monitor their own product listings and competitor activity to inform strategy.