This article emphasizes the pivotal role of Web Data Scraping Tools in AI large model training, underscoring their significance in providing essential data support. The focus is on efficient data collection, a critical factor in enhancing AI performance. Scrape API, a professional web data scraping service, is highlighted for its standout features—efficiency, stability, flexibility, and affordability. The tool’s capability to acquire diverse data resources from the internet contributes significantly to optimizing AI large model training, ensuring superior outcomes. The piece serves as an introduction to the importance and advantages of web data scraping tools in AI training, with a spotlight on the distinctive features of Scrape API.