Research has no natural finish line. An agent can spend ten minutes or ten hours on the same question, and both answers can look finished. Webhound lets you choose how much work the question deserves. Give it a question and a dollar budget. It follows leads and checks weak claims until the budget is consumed, then returns a cited report or sourced dataset with the sources and working documents behind it. Run Webhound yourself or call it from your agent through MCP or the API.

Webhound Reports is an AI research agent where quality scales with the budget you give it. Simply describe what you need, set a budget, and Webhound keeps researching until the budget runs out — more budget means more sources, more depth, more coverage. Every fact is cited and verifiable. We ranked number one on DeepResearch Bench. Try it free with five dollars in credits.

Webhound is an AI research agent that builds custom datasets from the web. Instead of spending weeks manually gathering data, simply describe what you need and Webhound automatically finds, extracts, and organizes it into structured datasets you can export.