Built for AI data collection that needs broad coverage and accurate locations
Built for Your Use Case
Features designed for the needs of this use case.
Scale with your data needs
Run larger collection jobs with reliable residential access.
Data Diversity
Gather localized training data from 74 countries for better model generalization.
Ready for modern AI tools
Works with products and agents that need live web access.
From Raw Web to Clean Training Data
Define Your Data Sources
Specify the websites, APIs, or domains to crawl — from niche forums to broad web corpora for foundation model training.
Scale Concurrent Connections
Deploy millions of simultaneous residential connections for true hyperscale crawling without rate limits or detection.
Export Structured, Clean Data
Receive clean, structured output for fine-tuning, RAG updates, or products that rely on fresh web data.
AI & Data Teams Use BytesFlows For...
LLM Pre-Training Corpora
Crawl millions of diverse web pages to build rich, multilingual text datasets for foundation model pre-training.
RAG Knowledge Base Refresh
Continuously update your retrieval-augmented generation database with the latest live web content automatically.
Agentic Web Browsing
Power MCP-compatible agents and AI assistants that browse the live internet without triggering anti-bot systems.
Made for real teams
See the platforms, tasks, and next steps that usually matter when teams compare solutions.
Prioritize sources by model value
Rank domains, forums, and documentation sources by freshness, diversity, and downstream utility.
Crawl at scale without throttling quality
Use high-trust residential routing to keep large crawl jobs healthy across dynamic public sources.
Push fresh data into retrieval systems
Feed deduplicated content into RAG indexes, labeling pipelines, and evaluation datasets.
Built for Reliable Results
Designed for teams that need stable collection, accurate locations, and dependable support.
Answers for teams considering this solution
These are the questions teams usually ask before they start a trial or talk to sales.
Helpful guides to explore next
Read practical articles that explain the use case, answer common questions, and make pricing easier to compare.
Start with a smaller plan, scale when you need more
Use transparent pricing to test collection, compare options, and upgrade only when your team needs extra scale or support.
Start with free credits, compare plans by use case, and upgrade only when you need more capacity.
Compare plans, guides, and support options
Use these links to keep exploring this use case, compare plans, and reach the right next step for your team.