AI-assisted data extraction
Articles from the Zyte blog about AI-assisted data extraction.
Claude Sonnet 4.6 is the new best model for writing scrapers
Claude Sonnet 4.6 is now the top model in Zyte’s Web Scraping Copilot benchmark, narrowly beating Gemini 3 Pro on extraction quality, with a small increase in code complexity.
AI and the web: What 2025 changed and what comes next
2025 was the year AI learned to reason. From reasoning-first LLMs to autonomous agents and a reshaped web economy, this retrospective explores what changed—and what’s coming next.
Gemini 3.0 Pro is the new best model for writing scrapers
Gemini 3.0 Pro outperforms GPT-5, Claude, and other leading LLMs in Zyte’s Web Scraping Copilot benchmarks, delivering the highest code accuracy and lowest complexity. See full results, pros, cons, and recommendations for production workflows.
Why AI agents struggle with web scraping (and how to help them)
Explore the key challenges AI agents face in web scraping and how Zyte’s Web Scraping Copilot boosts automation, accuracy, and developer productivity.
Five key takeaways from Extract Summit 2025
From AI-accelerated scraping to “dead internet” risks and rising access wars, these five takeaways from Extract Summit 2025 show where web data is heading next.
Introducing Web Scraping Copilot - A rocket boost for data extractors
Meet Web Scraping Copilot: your AI-powered coding partner for Scrapy in VS Code.
Extract clean content automatically with Zyte API’s new pageContent data type
Discover how Zyte API’s new PageContent data type makes content extraction effortless — delivering clean, structured data from any web page automatically.
Why your agent deserves a wallet
Acting autonomously on tasks like data gathering, financially-empowered agents could change the economics of the web.
Agentic web scraping: Hype, reality and what happens next
From broken parsers to context limits, today’s AI agents have real challenges—but with the right tools and orchestration, they could reshape how we extract web data.
AI Web Scraping as the Future of Scalable Data Collection
AI-powered web scraping is transforming data collection by making it faster, smarter, and highly scalable.
Four sweet spots for AI in web scraping
Discover how AI and LLMs are enhancing web scraping with smarter crawling, fuzzy data extraction, automated spider generation, and intelligent QA.
Data on command: The natural-language web scraping revolution
Unlock the future of web scraping with natural language—making data extraction faster, easier, and accessible to all.