Unwrangle provides APIs and scrapers designed to extract real-time data from e-commerce marketplaces and business listing sites. It addresses the need for scalable access to structured information such as search rankings, product pricing, customer reviews, and product availability from top online platforms. The service is aimed at users who require up-to-date e-commerce and business data for applications like machine learning, market research, reputation monitoring, and alternative data analysis.
The APIs offered by Unwrangle allow for real-time scraping, while the scrapers enable asynchronous data extraction. Users receive structured data without the need to configure their own parsers or handle anti-bot mechanisms, as the platform manages these technical challenges. The system delivers a unified schema for data across various marketplaces and local business listing sites, simplifying the process of integrating and analyzing information from multiple sources.
Unwrangle’s pricing model is based on successful results, meaning users pay only for results that are delivered, not for failed requests. Access to the API requires an API key, and no credit card is required to get started. The platform emphasizes ease of use, providing ready-to-use APIs without the need for manual configuration of attributes or selectors.
This tool is particularly relevant for those seeking to train machine learning models with recent real-world reviews, conduct market research to identify trends, monitor reputation through customer feedback, or estimate customer sentiment using online reviews as alternative data. It is delivered as a web-based API and scraper service, supporting on-demand and asynchronous data extraction from popular e-commerce and business listing websites.
Unwrangle is a Business & Operations product. It focuses on accessing structured e-commerce and business listings data from difficult-to-scrape websites without managing scraping infrastructure. Unwrangle is a B2B product aimed at market researchers, data analysts, businesses needing e-commerce data. Pricing is paid, from $49. The product ships for the web and API.
Unwrangle builds and maintains Unwrangle, and the product first shipped in 2023. Among its 8 catalogued features are E-commerce scraping, Real-time API, and business listings data. It exposes integrations via a public API.
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