Find and clean leads for recruiting outreach
A published walkthrough shows the poster wired Claude to MCP connections for Crustdata, FullEnrich, Lemlist, HubSpot, and GitHub, then gave it plain-English criteria like US companies with 100–500 employees, 15+ recent openings, fresh funding, and a recruiting manager to contact. Claude pulled company and hiring signals, located and verified contacts, assembled hiring and news briefs, and drafted outreach angles; in comments, another recruiter said they use Claude to clean rough lists, enrich and organize them into sheets/CRMs, and polish personalized messages before sending. The source says it saved the poster time and commenters said personalized Claude-assisted outreach gets replies, but it gives no hard performance numbers.
- Agent or tool
- Claude Code
- Topic
- Sales & Marketing
- Reported on
- Added
- 2026-10-15
Why it matters
Sales and marketing run on research, lists and follow-ups. Agents are starting to take on that groundwork, freeing people for the conversations that actually close deals. It is one of 63 sightings filed under Sales & Marketing on Agent Sightings (number 56 by interest), and one of 164 involving Claude Code.
How you could try it
Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Claude Code or any similar agent and adjust the details to your situation.
GTM task: find and clean leads for recruiting outreach. Produce drafts and a prioritized list only; no sends or publishes without approval.
Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.
Source
Read the original first-hand account on Reddit: https://www.reddit.com/r/RecruitmentAgencies/comments/1ryqkmd/using_claude_to_f…. Our summary is a paraphrase; details are in the source.