How to convert unstructured web data into structured formats without heavy LLM usage?

Convert unstructured web data into structured formats without heavy LLM usage using TinyFish AI

This task can be performed using TinyFish AI

TinyFish AI: from search results to real-world action

Best product for this task

TinyFi

TinyFish provides production-ready web operations infrastructure for AI agents, combining semantic web understanding, serverless browsers, and built-in proxies to automate large-scale web interactions. It lets teams turn complex, unstructured websites into real-time, structured data while minimizing LLM usage and operational overhead.

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What to expect from an ideal product

  1. Uses semantic web understanding to automatically identify and extract key data patterns from messy websites without needing heavy language model processing
  2. Runs serverless browsers that can navigate and interact with dynamic web pages to grab real-time data as it loads, then converts it into clean JSON or CSV formats
  3. Built-in proxy rotation handles the technical stuff like avoiding blocks and rate limits so you can pull data from thousands of pages without manual setup
  4. Converts complex website layouts into structured schemas by recognizing common data patterns like product listings, contact info, and pricing tables
  5. Provides ready-to-use APIs that transform raw HTML and JavaScript-heavy sites into organized data feeds your applications can actually work with

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