The Ultimate AI Sales Agent: by Khalil AbdelhamidThe Ultimate AI Sales Agent: by Khalil Abdelhamid

The Ultimate AI Sales Agent:

Khalil Abdelhamid

Khalil Abdelhamid

The Ultimate AI Sales Agent: From Intake to Pitch
I built a fully automated AI sales pipeline in n8n that turns raw leads into "sales-ready" opportunities instantly. This system eliminates manual research and generic spam by using AI to understand every prospect before you even say hello.

How It Works:

Unified Intake: Captures leads from anywhere—Facebook Ads, web forms, or APIs—and standardizes them into a clean format.

Zero-Bounce Verification: Before processing, it runs emails through AbstractAPI. Fake or risky emails are rejected immediately, protecting your sender reputation.

Autonomous Research: It triggers a Firecrawl scraper to visit the lead’s website. It reads their homepage, pricing, and services to understand exactly what they do.

AI Intelligence: A dual-model agent (Gemini + OpenRouter fallback) analyzes the scraped data. It assigns a "Fit Score" (1-10) and writes a hyper-personalized cold email referencing their specific business goals.
Instant Action: "Hot" leads (Score 8+) trigger a Telegram alert with the score and draft email. All data is logged to Google Sheets.
Why It Matters:
Most sales teams waste hours on data entry and researching bad leads. This workflow automates the entire top-of-funnel process. You don't research; you just review the AI's work and hit send.
Tech Stack: n8n, Google Gemini, OpenRouter, Firecrawl, AbstractAPI, Telegram, Google Sheets.
Perfect for: Agencies and SaaS teams
Like this project

Posted Feb 27, 2026

The Ultimate AI Sales Agent: From Intake to Pitch