Talking to customers · Independent · 24 Oct 2026

eracle/OpenOutFind

AI-powered B2B lead finder: discovery on licensed lead data, LLM fit qualification with the reason written out, CSV out. The finder core, extracted from OpenOutreach.

← Talking to customers

In simple English

You describe what you sell and who you want to reach. The program searches a licensed database for matching people. An artificial intelligence model reads each profile and decides if it fits. It writes down why it chose each person. You get a clean list that you can drop into any email tool.

What it is

A self-hosted command-line tool that finds sales prospects, checks them with an artificial intelligence model, and exports a CSV file. It runs on Python and stores data in a local SQLite database.

What it is good for

Solo founders and small teams who want to build sales prospect lists without paying for expensive hosted services or breaking terms of service with web scrapers.

Stars23
LicenceGPL-3.0
LatestNo tagged releasechecked 24 Oct 2026
Last code change2026-10-22
Written inPython
Setup effort
3 / 5
Payoff
4 / 5
Good
  • Exports files that work instantly in standard email tools without column mapping.
  • Writes down the reason for every choice so you can check its work.
  • Runs on your own machine with no browser automation or account scraping.
Watch for
  • Requires an API key for a licensed lead data provider and an artificial intelligence model.
  • Needs Python 3.12 or newer installed on your computer.
  • Email lookups cost credits through a third-party service after your free trial runs out.
Replaces

manual lead searching and paid B2B contact databases

Works well with

Instantly or Smartlead

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Install
git clone https://github.com/eracle/OpenOutFind.git
cd OpenOutFind
make setup
python manage.py find 10

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Sales & Customers › Lead Generation & Prospecting › Lead Databases.

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