Find your next clients.
Let the agent do the research.
Describe what you offer and who you're looking for. MarketScout searches the web, verifies official websites, reads them, scores every lead and drafts a personal email, live in front of you.
Searches the live web · usually takes 30–60 seconds · free demo: 3 runs per hour
How it works
Discover
Searches the web and collects names of real businesses that match your target.
Verify
Looks up each business and confirms its official website. No guessed URLs.
Read
Reads every verified website to understand what the business already has.
Score & write
Scores how much each lead needs your offer and drafts a personal email.
Under the hood
Custom tool-calling agent loop
No agent framework. The LLM plans its own research and calls tools (web search, website lookup, page reading) in a hand-written loop with step and credit budgets.
Grounded, verified results
Website addresses are verified by code, and only verified businesses can become leads. The model cannot invent companies or URLs.
Researcher → analyst pattern
One role gathers information, a second role scores leads and writes emails as structured JSON, validated with Zod and self-corrected on failure.
Live streaming, resilience & rate limits
Every step is streamed as it happens. Invalid model output and unreadable websites never crash the run, and Redis-backed rate limits protect the budget.