Lead Research & Outreach AI Agent

What this agent does

Good cold outreach requires real research — who to contact, what they actually care about, evidence they have the problem you solve — and that research is exactly what gets skipped when you're sending in volume. This agent does the research properly for every single lead and turns it into ready-to-send drafts, so volume and personalization stop being a trade-off.

1. stage-1-company-research — given a company website or LinkedIn URL, identifies likely decision-makers, recent company activity, and evidence-backed pain points relevant to what you're selling.
2. stage-2-draft-outreach — writes a personalized cold email and a separate LinkedIn message, each referencing specific evidence from the research (not generic personalization tokens), ready for your review before sending.

Every run saves the research and both drafts to a per-lead file, so you build a reusable research archive alongside the outreach itself.

Requirements

• Runs entirely on free, built-in research tools (web_search, web_research) — no paid lead-enrichment or intent-data API required.
• Works on Zo Computer natively and on Claude AI (claude.ai with web search, or Claude Code).
• Nothing is ever sent automatically — every draft is written for your review, not auto-dispatched.

Setup

1. Unzip the package into your workspace, keeping the folder structure intact.
2. Fill in what you're selling, your ideal customer profile, and your voice/tone preferences so you don't have to restate them every run.
3. Run a starter prompt against one company URL to see the full pipeline end to end.
4. For a list of leads, feed the pipeline one URL at a time using the included batch-processing pattern.

What you get

• Real research on decision-makers, recent activity, and evidence-backed pain points for every lead, not guessed personalization
• A personalized cold email and a separate LinkedIn message per lead, each referencing specific real evidence
• A per-lead research archive that builds up over time alongside the outreach drafts
• Setup that works out of the box on both Zo Computer and Claude AI, no paid enrichment API required