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How to Clean HTML for LLM
Extracting Content from Web Scrapes
Web scrapers return raw HTML full of navigation menus, ads, script tags, and CSS classes. Feeding this directly to an AI wastes tokens on markup that adds no value. Our tool strips all HTML tags, removes script and style blocks, and extracts just the readable text content. The result is clean prose that the AI can actually process at a fraction of the original token count, saving you money on every API call.
When to Use Clean vs Squeeze for HTML
Use Clean mode in Standard when you want to preserve all the textual content from the HTML with proper paragraph breaks. Use Squeeze mode when you are scraping large volumes and need maximum compression — it will additionally remove filler phrases and contract verbose language. For most web scraping workflows, Standard mode with Auto-Redact enabled is the right default to remove any email addresses or PII captured in the scrape.
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