Fisor Builder™

Before you predict, you need to build. Builder™ doesn’t just collect — it engineers understanding.

  • ✔️ Parses meaning from unstructured documents and web content
  • ✔️ Uses LLMs for entity recognition and relationship mapping
  • ✔️ Automatically builds schemas without hardcoded rules
Builder Illustration

How It Works

Builder™ transforms your question or raw input into structured, analysis-ready data — in just four steps.

1

Ask a Question

Start with a business question or insight you want to uncover — no filters or SQL needed.

2

Builder Searches the Web & Sources

Our system queries multiple web sources, retrieves relevant insights, and filters noise.

3

It Structures the Information

Entities, values, and context are extracted and mapped into a clean, usable format.

4

You Get a Structured Answer or Dataset

Results are delivered as readable answers or ready-to-use structured datasets (JSON, CSV, or tables).

Use Cases

From messy questions to structured insights — here’s how teams use Builder™ today and tomorrow.

Web Search for Your Questions

Ask a question — Builder™ scans the web and returns metrics, trends, and meaningful changes.

Market Research Structuring

Extract competitor names, pricing, positioning, and product features from blogs and reports.

Sentiment Search About Market

Analyze public sentiment around products, industries, or trends from forums, reviews, and social media.

PDF/Docs Extraction

Upload documents like policies or filings and convert them into structured datasets.

Coming Soon

Unlock insight from web — effortlessly.

Join the Builder™ waitlist or browse our technical docs to start exploring.