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
Feed Web Data into Pinecone or Weaviate: An End-to-End RAG Pipeline
Build a provenance-first crawl-to-vector workflow: validate web pages, create deterministic chunks, embed them, and upsert into Pinecone or Weaviate.
LlamaIndex Web Scraping: Load Any Site as a Data Source
See how to collect authorized web pages with bounded crawling, turn them into LlamaIndex Documents, build an index, and test source-grounded queries.
How to Bypass Cloudflare When Web Scraping 2026
Understand Cloudflare's detection layers and use APIs, allowlists, pacing, safe diagnostics, and authorized proxy testing instead of evading access controls.
Top 5 Zyte Alternatives for Web Scraping in 2026
Compare five practical Zyte alternatives for web scraping in 2026, including pricing models, output formats, and honest limitations for each tool.
Top 5 No-Code Web Scraping Tools in 2026: Free & Paid
A side-by-side look at five free no-code web scraping tools -- Octoparse, Browse AI, Web Scraper, ParseHub, and Nstdata Crawl -- comparing free-tier limits, JavaScript-rendering support, export formats, and scheduling, plus a selection guide for choosing the right one and when to move to an API-based crawler instead.
Website to JSON: Extract Structured Data at Scale
Create trustworthy website-to-JSON pipelines with a versioned schema, Nstdata Crawl retrieval, mapping, validation, and provenance. The guide separates structural validity from factual evidence checks.
Convert Any Website to LLM-Ready Markdown via API
Learn how a website-to-Markdown API retrieves, renders, extracts, validates, and batches pages for LLM workflows. Includes Nstdata Crawl requests, batch logic, quality gates, and security controls.
Best Web Extraction Tools in 2026: Selected by Workload
Web extraction tools differ mainly in which operational layer they own. This guide compares five options for managed crawling, AI extraction, hosted jobs, custom browser interaction, and HTTP-first crawling.
Why CLIs Work So Well for AI Agents (and Where They Fail)
CLIs give agents compact commands, observable results, and replayable execution. Their advantage disappears when output is unstable or the task needs remote capability discovery, governed authentication, or visual judgment.
