AI Personalized Cold Outreach Pipeline
From lead extraction & vector research to tailored email dispatch
Let this pipeline write to you
Paste your LinkedIn profile and get a personalised invite in about 10 seconds. The same engine, running live.
- Client
- Aurum Conventions
- Service
- Automation Workflows
- Outcome
- Prospect research, message drafting and email delivery connected in a single workflow.
- Stack
- n8n, OpenAI GPT-4, Pinecone, HTML Email
The challenge
Researching each prospect and writing a genuinely personal pitch took hours per lead, so outreach stayed small and generic.
What I built
A B2B outreach engine built in n8n with Pinecone. It ingests event-organiser data, embeds the venue's capability brochures in a vector database, researches each prospective corporate client, writes bespoke subject lines and pitch hooks with GPT-4, and sends responsive HTML emails — logging every run.
What was delivered
- Pinecone embedding pipeline
- Multi-node n8n research workflow
- Dynamic prompt chains for personalization
