Duplicate URL and Content Deduplication in Crawlers
Crawlers waste bandwidth on duplicates unless they filter at both URL and content levels.
Features Editor
Everett Nadkarni covers crawling & sitemaps, research agents and web scraping for Scrape Info.
8 stories
Crawlers waste bandwidth on duplicates unless they filter at both URL and content levels.
Precision search operators turn Google's index into a targeted research tool beyond security work.
Knowing when to stop retrieving determines whether AI agents finish efficiently or spin endlessly.
Complex research questions demand iterative retrieval loops, not one-shot lookups.
Keep scrapers running by catching silent failures before they corrupt your data.
A four-stage pipeline ensures web content reaches your LLM clean and correctly structured.
Automation at scale demands end-to-end pipelines with zero manual steps in the critical path.
Learn what the DOM is and when to choose CSS selectors, XPath, or regex.