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Scrape Google Maps Leads and Find Emails with Apify and Anymailfinder

by Alexandra Spalato•Updated: Last update 20 days ago•Source: n8n.io

Getting Started

Scrape Google Maps leads and find emails with Apify and Anymailfinder

Short Description

This workflow automates lead generation by scraping business data from Google Maps using Apify, enriching it with verified email addresses via Anymailfinder, and storing the results in a NocoDB database. It's designed to prevent duplicates by checking against existing records before saving new leads.

Key Features

  • Automated Scraping : Kicks off a Google Maps search based on your query, city, and country.
  • Email Enrichment : For businesses with a website, it automatically finds professional email addresses.
  • Data Cleaning : Cleans website URLs to extract the root domain, ignoring social media links.
  • Duplicate Prevention : Checks against existing entries in NocoDB using the Google placeId to avoid adding the same lead twice.
  • Structured Storage : Saves enriched lead data into a structured NocoDB database.
  • Batch Processing : Efficiently handles and loops through all scraped results.

Who This Workflow Is For

  • Sales Teams looking for a source of local business leads.
  • Marketing Agencies building outreach campaigns for local clients.
  • Business Developers prospecting for new partnerships.
  • Freelancers seeking clients in specific geographical areas.

How It Works

  1. Trigger : The workflow starts when you submit the initial form with a business type (e.g., "plumber"), a city, a country code, and the number of results you want.
  2. Scrape Google Maps : It sends the query to Apify to scrape Google Maps for matching businesses.
  3. Process Leads : The workflow loops through each result one by one.
  4. Clean Data : It extracts the main website domain from the URL provided by Google Maps.
  5. Check for Duplicates : It queries your NocoDB database to see if the business (placeId) has already been saved. If so, it skips to the next lead.
  6. Find Emails : If a valid website domain exists, it uses Anymailfinder to find associated email addresses.
  7. Store Lead : The final data, including the business name, address, phone, website, and any found emails, is saved as a new row in your NocoDB table.

Setup Requirements

Required Credentials

  • Apify API Key: To use the Google Maps scraping actor.
  • Anymailfinder API Key: For email lookup.
  • NocoDB API Token : To connect to your database for storing and checking leads.

Database Structure

You need to create a table in your NocoDB instance with the following columns. The names should match exactly.

Table: leads (or your preferred name)

  • title (SingleLineText)
  • website (Url)
  • phone (PhoneNumber)
  • email (Email)
  • email_validation (SingleLineText)
  • address (LongText)
  • neighborhood (SingleLineText)
  • rating (Number)
  • categories (LongText)
  • city (SingleLineText)
  • country (SingleLineText)
  • postal code (SingleLineText)
  • domain (Url)
  • placeId (SingleLineText) - Important for duplicate checking
  • date (Date)

Customization Options

  • Change Trigger : Replace the manual Form Trigger with a Schedule Trigger to run searches automatically or an HTTP Request node to start it from another application.
  • Modify Scraper Parameters : In the "Scrape Google Maps" node, you can adjust the Apify actor's JSON input to change language, include reviews, or customize other advanced settings.
  • Use a Different Database : Replace the NocoDB nodes with nodes for Google Sheets, Baserow, Airtable, or any SQL database to store your leads.

Installation Instructions

  1. Import the workflow into your n8n instance.
  2. Create the required table structure in your NocoDB instance as detailed above.
  3. Configure the credentials for Apify, Anymailfinder, and NocoDB in the respective nodes.
  4. In the two NocoDB nodes ("Get all the recorded placeIds" and "Create a row"), select your project and table from the dropdown menus.
  5. Activate the workflow. You can now run it by filling out the form in the n8n UI.