🕷️️ Job Radar • SCRAPING

upwork.com 🟡 2026-05-12

🔹 Automate Cold Outreach Process Using AI and Web Scraping
👤 Client: 🇦🇷 Argentina Member since 2023-03-21
💰 Price: ****
🚩 Problem: Manual process is slow and difficult to scale.
📦 Existing: [Apollo lead list], [Google Sheets/CSV import], [GPT workflow]

Specifications:

[Target] Lead data from Apollo, Google Sheets, or CSV
[Method] AI-driven web scraping, GPT/OpenAI API integration, automation workflows (Make/Zapier/n8n)
[UI/UX] Not specified
[Stack] Python with Beautiful Soup/Firecrawl for scraping, OpenAI APIs for content generation, Make/Zapier/n8n for workflow orchestration, Instantly for email sequences
[Security] Data encryption in transit and at rest, API key management, secure authentication for third-party services
[Format] JSON for data exchange, CSV for import/export

Workflow:

Import leads from Apollo/Google Sheets/CSV.
Automatically scrape company websites using Python with Beautiful Soup/Firecrawl.
Extract logo, images, brand colors, headlines/text, general visual style.
Send extracted information to GPT/OpenAI APIs for generating a redesigned website hero/banner and personalized email copy.
Automatically upload generated image into the outbound email.
Send lead into a multi-step email sequence through Instantly or similar platform.