High-quality human data for AI training, evaluation, and research
Compare AI products across 459 workflows using traffic estimates, features, and alternatives.

“Data contribution”·360 results
Start overHigh-quality human data for AI training, evaluation, and research

Get paid to train the next generation of AI models

Crowdsourcing data services for AI training and market data

Identify plants from photos and contribute to biodiversity science

Free AI plant identification backed by citizen science

Web data infrastructure for scraping, proxies, and AI-ready datasets
Enterprise AI training data, annotation and evaluation services

AI-powered financial reporting, dashboards and forecasting for accountants and finance teams
AI-powered financial reporting, dashboards and forecasting for accountants and finance teams

Satellite imagery turned into decisions with AI analytics
Browser agents and stealth cloud browsers for real web tasks

Expert human data and evaluation for training frontier AI

The environments frontier AI trains on, and the agents that do the recurring work
The environments frontier AI trains on, and the agents that do the recurring work

Human-validated training data and evaluation services for frontier AI models
The data, evaluations and systems behind AI that has to be right.

Open AI research for everyone — datasets, models and tools, free for all

Proxies and web data APIs for scraping and AI pipelines
Proxies and web data APIs for scraping and AI pipelines
Real human data for AI training, evals, and research — in minutes

One key for 4,100+ agent tools, pay per call
Build custom AI agents and support chatbots trained on your own data, across every channel
Build custom AI agents and support chatbots trained on your own data, across every channel
AI-driven market intelligence and trade data for 10,000+ products
AI-driven market intelligence and trade data for 10,000+ products
Privacy-first AI surveys with end-to-end encrypted responses
Privacy-first AI surveys with end-to-end encrypted responses

Where creators get paid and AI teams get premium training data
Where creators get paid and AI teams get premium training data

Verified B2B and healthcare respondents for high-quality research

The universal context engine connecting agents to data, tools, and models