Customer relationship and sales management
This n8n workflow automates the extraction of business leads from Google Maps, enriches the data using AI, and stores the results for targeted outreach.
This n8n workflow automates the process of scraping business leads using Apify, cleans the extracted data, and exports it to Google Sheets. Ideal for sales and marketing teams looking to streamline their lead generation process.
# 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. ---
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