Generate product-aware B2B leads and outreach emails with Gemini, Pinecone and Gmail

How can you find your target market if you don't know what your product is.

This simple philosophy changes the way we think about automated sales agents. Context changes everything. In this 4-part workflow, we start by creating a knowledge base that will act as context across the workflow. This context will guide and provide our AI Agents across the workflow to locate better leads and perform market research based on what the product actually offers.

Use Case: Lead generation for Product-based Sales

Tech Required

- Neon DB: For storing Research and Lead Data. You can use Google sheets but it has a rate limiting problem. - Google Serper: As a web search tool for our AI. - Google Drive: For storing our knowledge base documents. - Pinecone: Vector DB for converting our knowledge base into context for AI. - Hunter.io: For finding emails for outreach. - Email Client: An email client, maybe gmail or anything that can send an email on your behalf. - Gemini: Our trusty AI LLM.

Good to know

All of the tools that I use in this workflow are either free or have an extremely generous free-tier.

How it works