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

How It Works
Builder™ transforms your question or raw input into structured, analysis-ready data — in just four steps.
Ask a Question
Start with a business question or insight you want to uncover — no filters or SQL needed.
Builder Searches the Web & Sources
Our system queries multiple web sources, retrieves relevant insights, and filters noise.
It Structures the Information
Entities, values, and context are extracted and mapped into a clean, usable format.
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 SoonUnlock insight from web — effortlessly.
Join the Builder™ waitlist or browse our technical docs to start exploring.