Ivy Lin
Community & Content Lead
Ivy Lin leads community engagement and content strategy at Nstdata. She works closely with developers, marketers, and data professionals to create educational resources that simplify complex proxy and data collection concepts. Her writing covers industry trends, best practices, product guides, and real-world applications of proxy technology across different industries.
All Articles
10 Best Facebook Scrapers for Public Page Data
Compare ten options for public Facebook Page data, including the Graph API, managed extractors, and DIY tools, with Page-specific quality and access checks.
How to Scrape a Website to Markdown: A Practical Guide
Build a bounded Python pipeline that fetches public pages, extracts main content, preserves Markdown structure, and validates output before retrieval indexing.
10 Best Social Media Scrapers for Public Data Collection
Explore ten social data tools for public posts and pages. Compare source coverage, native IDs, failure handling, and rights before building a data pipeline.
10 Best Rank Tracker APIs for Reliable SERP Data
A decision-focused comparison of current options for best rank tracker API, with consistent criteria, operational limits, and responsible-use guidance.
How to Use Cursor for Web Scraping: A Practical Workflow
A practical, production-oriented guide to Cursor web scraping, covering prerequisites, methods, validation, failure handling, operations, and responsible use.
Proxies for LLM Training: Building a Reliable Web Data Pipeline
A practical, production-oriented guide to proxies for LLM training, covering prerequisites, methods, validation, failure handling, operations, and responsible use.
10 Best Twitter Scrapers for Public Data Collection
X API is the durable official path, while managed and open-source tools address narrower public-data gaps. This guide compares ten options without treating access as permission.
10 Best Ecommerce Scrapers for Product, Price, and Stock Data
Reliable ecommerce collection depends on product identity and source evidence, not only page retrieval. This guide compares ten managed, programmable, and no-code options.
10 Best Amazon Scrapers for Product Data Collection
Amazon data tools range from official seller interfaces to managed scrapers and page-acquisition APIs. This guide maps ten options to product research, catalog, and monitoring workflows.
