Runs every Monday, hands-off (verified)Every step logged to a sheet (verified)
Verified = seen in the system. Self-reported = my own measure.
Hand-picked lists and copy-paste messages.
Outbound meant hand-picked lists and copy-paste messages.
Volume was low, and so was fit.
A pipeline that finds, checks and writes.
Apollo people search and enrichment, then a fit score, then NVIDIA Nemotron double-checks the fit (weekly, on Mondays).
Nemotron writes the first LinkedIn message for each person who passes.
Aimfox sends it as a LinkedIn campaign. Results are written back to a sheet.
Segment lists for HeyReach and SmartLead.
Step by step
A sheet lists target companies.
Apollo finds and enriches each company and its people.
Simple rules score the fit. Nemotron double-checks the match.
For good-fit founders and senior people, Nemotron writes a short LinkedIn message.
Aimfox sends it. Every step is logged back to the sheet.
Screenshots
Nemotron writes, Aimfox sends.
The full outreach pipeline.
Apollo enrich and fit check.
How I built it
I worked inside the team’s own tools: their self-hosted n8n and their self-hosted Twenty CRM.
I wrote the workflows with Claude Code as my AI coding tool (self-reported). I decided what to build and checked every run.
Read-only probe workflows tested each API before anything wrote to it.
What you can check
Verified: The pipeline, its weekly schedule and the Nemotron calls run in n8n. Source: n8n, 15 Oct 2026
Verified: The team’s LinkedIn outreach in HeyReach (a separate channel from the Aimfox pipeline above): 4,700+ leads reached, 30.7% acceptance and 15.1% reply rate. Every reply logged in the CRM automatically. Source: HeyReach, May–Oct 2026