eracle/OpenOutreach

Agentic Email Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.

What it solves

OpenOutreach automates the B2B lead generation and outreach process. It eliminates the need for manual contact lists and scraping by autonomously discovering, qualifying, and emailing potential customers based on a product description and target market definition.

How it works

The system uses a multi-stage AI pipeline to find and contact leads:

  1. Discovery: An LLM converts a product description into a filter to find firmographic profiles from a licensed data provider.
  2. Qualification: A Bayesian ML model (Gaussian Process Regressor) uses profile embeddings to predict which leads are the best fit. It employs an explore/exploit strategy to refine its understanding of the Ideal Customer Profile (ICP) over time.
  3. Verification: An LLM classifies the selected candidates, and only those with high confidence are sent for paid work-email resolution.
  4. Outreach: An AI agent sends personalized opening emails from the user's own mailbox and manages multi-turn follow-up conversations by reading replies via IMAP.

Who it’s for

It is designed for founders, sales teams, and agencies who want to automate B2B outreach without relying on social network accounts, scraping, or expensive subscription lock-ins.

Highlights

  • Autonomous Lead Discovery: Finds leads from licensed data sources without requiring pre-existing contact lists.
  • Zero Platform-ToS Surface: Operates browserless and without social media accounts to avoid account bans.
  • Agentic Emailing: Handles both the initial personalized outreach and the subsequent multi-turn follow-up conversations.
  • Self-Hosted CRM: Includes a built-in CRM via Django Admin for full data ownership and lead tracking.