Leads Scrapper

h1>Lead Scraper & Local Business Automation AI Agent

This n8n-powered Lead Scraper acts as a high-speed data extraction and processing engine, designed to turn raw Google Maps searches into structured, high-quality sales leads. By automating the search, data cleaning, and storage process, it eliminates the manual work of copy-pasting business details and ensures your CRM is always populated with fresh prospects.

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What the Agent Does

Triggers real-time lead searches via a conversational chat interface

Scrapes live business data from Google Maps using advanced extraction technology

Captures business names, physical addresses, and star ratings accurately

Deep-crawls websites to find verified email addresses and hidden contact points

Automatically cleans and formats phone numbers for immediate SMS or call readiness

Filters out invalid data and prefixes to ensure a "clean" database

Performs automatic duplicate checks before adding new entries

Appends all cleaned lead data directly into Google Sheets in real-time

Sets lead status to "Pending" automatically to streamline your sales workflow

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Key Benefits

Transforms raw search queries into a professional, actionable database

Saves hours of manual prospecting and data entry every week

Ensures 100% data consistency for your sales and marketing teams

Reduces the cost of manual lead research and list building

Scales your outreach potential by finding hundreds of leads in minutes

Keeps your pipeline moving with automated status tracking

Eliminates human error in phone number and email formatting

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Automated Extraction & Smart Data Cleaning

Utilizes high-performance API crawlers to bypass manual searching

Uses custom logic to prioritize direct contact emails over generic ones

Normalizes data formats to match your specific CRM or Spreadsheet structure

Runs "waitForFinish" protocols to ensure no data is missed during extraction

Turns complex JSON API responses into simple, readable rows

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Integrations

✅ Google Maps data scraping (via Apify)

✅ n8n automation backend

✅ LangChain Chat Trigger interface

✅ Google Sheets (Database/CRM)

✅ Custom JavaScript Data Transformer

✅ HTTP Secure API protocols

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Ideal For

Sales development teams needing fresh local leads

Lead generation agencies looking to automate fulfillment

Small business owners doing their own local outreach

Marketing consultants targeting specific geographic niches

Real estate and field service professionals

SaaS startups building industry-specific prospect lists

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