Use cases / Clawbrowser demo / 0:55

Find local restaurant leads with Google Maps

Research Italian restaurants in Brooklyn, enrich public business details from their websites, and export a lead spreadsheet.

Published · @AIWebAutomationLabWatch on YouTube ↗

Overview

Local prospecting starts on Maps but often requires checking business websites. This Clawbrowser demo researches 10 Italian restaurants in Brooklyn and combines available public contact details into a structured list.

What happens in the video

The browser searches Google Maps for Italian restaurants in Brooklyn and opens individual business listings. The final CSV is displayed in a spreadsheet application with 10 restaurant rows, addresses, phone numbers, websites, ratings, and emails where found. Missing emails remain marked as not found.

Before you start

  • Business category and geographic scope.
  • Required lead fields and output format.

Step-by-step guide

Practical steps for adapting the recorded task. The video summary above describes the demonstrated result; these checks guide your own run.

  1. Find relevant businesses

    Search Maps for the category and location. Check each result belongs in the requested geography and segment.

  2. Enrich public details

    Associate the Maps listing with its official website and collect public business details. Add contact emails only when published; do not guess missing addresses.

  3. Deduplicate and export

    Merge repeated businesses and organize the leads into a spreadsheet with source URLs. The recording collects 10 restaurants; the result is a research list, not evidence of outreach.

Try this prompt

Suggested prompt

Research 10 Italian restaurants in Brooklyn using Google Maps and public websites. Collect name, location, website, published contact email when available, and source URLs. Deduplicate and export a spreadsheet. Mark missing emails.

Adapt the placeholders to your task. This is an example prompt, not a transcript of the recording.

Results

  • A CSV lead list with 10 restaurant rows displayed in a spreadsheet application.
  • Business details and published emails where found, with missing emails marked.

Questions about this workflow

What if no email is published?

Leave it unavailable and keep the website or contact-page link. Do not guess an address.

Does the demo contact restaurants?

The published scope is research, enrichment, and export. Outreach is separate.

Put the workflow to work

Prepare the browser connection, then adapt the guide to your task and check its output.

Set up Clawbrowser →

Explore the broader use case

Guide reviewed . Source: published video and description.

Related video guides