AI-Powered Cold Call Machine with LinkedIn, OpenAI & Sales Navigator

# AI-Powered Cold Call Machine ## Purpose The **AI-Powered Cold Call Machine** is a fully automated workflow designed to generate **qualified leads from LinkedIn**, evaluate them using **AI-based scoring**, identify key decision-makers, and generate **personalized cold call scripts**. All results are saved to a Google Sheet-based CRM. --- ## How It Works ### 1. **Initialization** - Triggered either **manually** or via **schedule**. - Pulls configuration from a Google Sheets **Settings** tab (e.g., target product, keywords, company size, API key). ### 2. **Company Search on LinkedIn** - Uses the **Ghost Genius API** to search for companies based on cleaned, relevant keywords extracted by **OpenAI**. - Handles pagination, up to **1000 companies per batch**. ### 3. **Company Filtering** Each company goes through: - Data enrichment via Ghost Genius (website, size, followers, etc.). - Filtering: - Must have a **LinkedIn page with a website**. - Must have **200+ followers**. - Deduplication: checks if the company already exists in the CRM. ### 4. **AI-Based Company Scoring** - A specialized **AI model scores each company** from 0 to 10 based on: - Industry fit. - Size/location alignment. - Potential pain points that match your offering. - If the company is **new and relevant (score ≥ 7)**, it is saved in the **Companies** sheet. ### 5. **Decision Maker Identification** - Uses **Sales Navigator API** (via Ghost Genius) to find employees with targeted job titles. - For each matching profile: - Enriches contact data (title, bio, etc.). - Retrieves phone number (if available). - Generates a **20-second personalized cold call script** using OpenAI, based on company and profile data. - Saves all information in the **Leads** tab of the CRM. - If no decision maker is found, the company status is marked accordingly. --- ## Outcome - A fully enriched, **qualified lead database**. - **Custom cold call scripts** ready to be used by SDRs or founders. - Zero manual work - from search to lead generation, everything is **automated**. --- ## Use Case Perfect for SDRs, founders, or growth marketers looking to **scale cold outreach** without sacrificing personalization or running into LinkedIn scraping limits. ---