Agent Sightings Real agent use cases

Draft personalized job outreach emails from LinkedIn leads

A published walkthrough shows pratyush uploaded an Excel of LinkedIn leads plus his resume to Claude Cowork. The agent drafted one personalized email per role, matching the JD to the resume, and placed each draft into Gmail ready to send. Job outreach that had taken hours was completed in minutes.

Agent or tool
Claude Cowork
Topic
Sales & Marketing
Reported on
X
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 613 sightings filed under Sales & Marketing on Agent Sightings (number 561 by interest), and one of 42 involving Claude Cowork.

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 Cowork or any similar agent and adjust the details to your situation.

GTM task: draft personalized job outreach emails from LinkedIn leads. Produce drafts and a prioritized list only; no sends or publishes without approval.

Saved

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 X: https://x.com/Pratyush2241/status/2106348278975705117. Our summary is a paraphrase; details are in the source.

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