Hi all — I’m Nishika, building AI-powered GTM and automation systems. Sharing a project I just shipped: a fully automated outreach sender, fed by an Apollo + Clay enriched lead dataset.
The stack:
- Apollo — sourced target leads matching specific company size, industry, and title filters
- Clay — enriched every lead with a verified email waterfall, used Claygent to research each person’s LinkedIn + company site and pull a real signal, inferred their likely pain point, then generated a fully personalized subject line + email per person using Clay’s native OpenAI integration
- n8n — the automation layer. Built this flow: Read Google Sheet → Loop Over Items (one row at a time) → Format Email Body → Gmail (Send) → Wait → Update Sheet status → loop back. Runs hands-off once triggered — sends each personalized email, waits between sends to protect deliverability, and updates tracking status automatically.
n8n continues to be my favorite tool for actually bringing these systems to life — the visual node-based logic makes wiring together APIs, data transforms, and automations like this genuinely fast to build and easy to reason about.
This is exactly the kind of system I build for clients — if you’re a founder or team that needs lead enrichment, personalized outreach, or any manual workflow automated, I can build this for you.
Full walkthrough: End to End Outreach Pipeline With Clay and n8n | Loom
nishikagangwani512@gmail.com
LinkedIn: https://www.linkedin.com/in/nishika-gangwani-4a30242a4/