● Web data infrastructure for AI companies

The open web — crawled, structured, and licensed for AI.

UltraCrawler continuously crawls and cleans the web at scale, then delivers structured, categorized, licensed datasets directly to AI companies — for training, fine-tuning, and retrieval-augmented generation. No crawling infrastructure required.

Sample datasets available on request · Licensed & compliant sourcing
Crawl the web
Continuous discovery across millions of domains
Clean & categorize
De-duplicate, tag by topic, score for quality
License to AI companies
Delivered via API, bulk export, or custom feed
Multiple UltraCrawler bots crawling data streams in parallel

A fleet of crawlers working in parallel — discovering, structuring, and licensing web data for AI companies at scale.

How it works

From raw web pages to licensed, AI-ready datasets

Three steps, fully automated, running continuously.

1

We crawl the open web

Millions of pages across news, reference, technical, and community sites — discovered, prioritized, and crawled on a continuous schedule.

2

We clean and categorize

Pages are rendered, de‑duplicated, cleaned of navigation and ads, then chunked, tagged, and scored for quality.

3

AI companies license the output

Structured datasets are delivered via API, bulk export, or custom feed — under clear licensing terms.

Platform

Built for AI teams that need reliable, licensed web data

Everything you need to ground, train, and fine-tune your models on real web content — without operating your own crawling infrastructure.

Full‑web crawling

Continuous discovery and crawling across millions of domains, including JavaScript‑rendered content.

Categorized & quality-scored

Every page is topic‑tagged, de‑duplicated, and scored for quality before it reaches you.

Clean, structured output

Boilerplate‑free text, semantic chunking, and rich metadata ready for training or embedding.

Licensed & compliant

Sourced with clear licensing terms and respect for publisher rights — safe for commercial model training.

Flexible delivery

Bulk export, streaming API, or custom feeds tailored to your training or retrieval pipeline.

Broad domain coverage

News, reference, technical documentation, and forums — sourced from a growing, opt‑in publisher network.

Use cases

Where AI companies put UltraCrawler data to work

LLM pretraining & fine-tuning

License large, categorized, high‑quality web corpora to pretrain or fine‑tune your models.

Retrieval‑augmented generation

Ground your model's answers in current, source‑attributed web content instead of stale training data.

Search & AI assistants

Power search and assistant products with continuously refreshed, structured web data.

Model evaluation & benchmarking

Use categorized, quality‑scored datasets to test and benchmark model outputs against real‑world content.

Ready to license web data for your AI models?

Request a sample dataset and see structured, categorized output for yourself.

Request Data Access