Train on more video,
with fewer blockers.
Petabyte-scale video, image, audio, and text extraction for foundation models, physical AI, and humanoid robotics training. Continuously updated. Fully compliant. Any modality, any source.
Trusted by 20,000+ customers and 70% of AI labs
How it works
Robust content feeds,
straight to your cloud.
Build petabyte-scale web data extraction pipelines, optimized for multimodal training data.
Discover content
Use the Web Archive to filter billions of web pages and find fresh URLs for video, audio, images, PDFs, or any other media type, including footage for physical AI and humanoid training.
Unlock & extract
Use the Web Unlocker for fast, reliable extraction of media from any URL, at any scale, without getting blocked.
Deliver to pipeline
Data lands where you need it. S3, GCS, Azure Blob, or via API. Snapshot, recurring, or continuous feed delivery.
Multi-modal data catalog
Every modality your foundation model needs. Continuously collected, structured, and delivered.
Multimodal training, video understanding, RLHF, physical AI & humanoid robotics
Vision model training, synthetic data augmentation
Speech recognition, voice cloning, TTS training
Pre-training corpora, knowledge grounding, NLP
Document understanding, OCR training
| Type | Use case | Format | Update freq | Scale |
|---|---|---|---|---|
Video | Multimodal training, video understanding, RLHF, physical AI & humanoid robotics | MP4, WebM | Daily | 2.3B+ videos |
Images | Vision model training, synthetic data augmentation | JPG, PNG, WebP | Daily | 2.5B+ URLs/day |
Audio | Speech recognition, voice cloning, TTS training | MP3, WAV, OGG | Daily | 100+ languages |
Text / web pages | Pre-training corpora, knowledge grounding, NLP | JSON, HTML, MD | Continuous | 50K+ sources |
PDFs & documents | Document understanding, OCR training | PDF, DOCX | Weekly | 10M+ docs |
Sample files available for all types. Custom schemas and academic licensing on request.
Ready to explore the catalog?
Browse datasets →Same pipeline.
SFT-ready output.
The same extraction infrastructure that feeds training runs can output JSONL instruction pairs for supervised fine-tuning. Pick your domain source, product reviews, support tickets, financial filings, job descriptions, and receive SFT-formatted data on a schedule.
Domain-specific instruction pairs
E-commerce reviews, support tickets, SEC filings, job descriptions, structured as instruction/input/output for any fine-tuning framework.
JSONL, Parquet, or custom schema
Compatible with OpenAI fine-tuning API, HuggingFace TRL, Axolotl, and LLaMA-Factory out of the box.
200+ domain packages
Browse pre-built packages by vertical. Free samples for every package. Custom sources available for any public site.
{"instruction": "What is the return policy?",
"input": "Product: Nike Air Max 90...",
"output": "This item can be returned within 30 days..."}
{"instruction": "Classify review sentiment",
"input": "Absolutely love this product, fits great.",
"output": "positive"}The errors that break
every training pipeline.
If you are using yt-dlp, Playwright, or custom scrapers for training data, you know these errors. Each one means lost data, delayed training runs, and engineers debugging instead of building.
Rate limiting breaks yt-dlp extractions. Your pipeline stalls, your training run misses its window.
Web Unlocker distributes requests across 150M+ residential IPs. Automatic retry with optimal timing. No more 429s.
IP blocking and geographic restrictions kill extraction jobs silently. Half your batch returns empty.
Requests route through appropriate residential IPs from 195 countries. When a 403 occurs, we switch IPs instantly.
Platforms detect automated patterns and demand authentication. Your headless browser gets caught.
AI-powered browser fingerprinting prevents detection. Your extraction continues without human intervention.
Geographic restrictions or IP blocks make content appear unavailable. You lose access to training data.
Geographic flexibility and automatic IP rotation ensure access to all publicly available content worldwide.
Find what to extract
before you extract it.
Discovery tools help you locate the right data across the web, by modality, topic, or content, so you extract only what your model needs.
Web Archive
Filter billions of web pages by content type, language, domain, and date. Find exact URLs for video, audio, images, and documents before you extract anything.
Video Discovery
Find specific moments in videos before downloading. Search across 2.3B+ videos by topic, visual content, or transcript. Download only the segments you need, save 90%+ on bandwidth.
See how it works with your data.
Talk to an expert →Compliant and ethical.
In 2024, Bright Data won court cases against Meta and X, becoming the first web scraping company to be scrutinized in U.S. court, and win. Twice.
Our privacy practices comply with data protection laws including GDPR and the California Consumer Privacy Act (CCPA). SOC 2 Type II, ISO 27001:2022, ISO 27017, ISO 27018, and CSA STAR certified.
View Trust CenterAnnual audit of security controls, availability, processing integrity, confidentiality, and privacy.
International standard for information security management systems.
Full compliance with EU and California data protection regulations.
Won cases against Meta and X in U.S. federal court. Legal precedent for ethical web data collection.
“Bright Data's browser infrastructure helps scale our AI agents for complex tasks. It lets us focus on delivering real value to our customers instead of wrestling with browser infrastructure.”
Common questions
The web won't unlock itself.
Petabyte-scale training data. Any modality. Any source. No blocks.
No credit card required for free tier