Stop wasting with unreliable searches. This guide shows you the exact, two-step Google Maps strategy required to find genuinely pet-friendly restaurants every time. Learn the only verified attributes that matters, how to spot fake policies, and the power user move to build an offline, permanent directory of guaranteed dining spots using data scraping.
Table of Contents Overview Outscraper API has been officially verified by n8n. This means you can now install the Outscraper node directly from the interface on both self-hosted n8n instances and the n8n.io service. With this verified node, you can now seamlessly integrate the popular Outscraper Google Maps Data Scraper, Google Maps Reviews Scraper, and Email Scraper services into your n8n workflows easily. All you need to do is create an Outscraper account and add Read more
Web Data for AI Agents AI agents are only as smart as the data they can access. Using our web data scraper for AI agents, you can collect up-to-date, structured, and relevant information from across the web — powering autonomous workflows, decision-making, and real-time reasoning. Outscraper’s infrastructure turns the entire web into an accessible data layer for your AI systems. Give your agents the ability to act on fresh, accurate insights instead of outdated datasets. Read more
Machine Learning Power your machine learning workflows with rich, structured, and constantly updated datasets. Using our machine learning data scraper, you can automatically collect information from sources like Google Maps, eCommerce platforms, and review sites — giving your AI models the high-quality data they need to learn, adapt, and predict. Whether you’re building a recommendation engine, a computer vision model, or a sentiment analysis algorithm, real data is the key to better predictions. Our scrapers Read more
Market & Competitor Monitoring Track your market, monitor competitor activity, and gain real-time intelligence Stay ahead in your industry by using Outscraper’s Google Maps Scraper tool to monitor competitors’ pricing, product availability, reviews, and location presence. With our platform, you can automatically gather the data you need — no more manual checks, guessing or missed opportunities. Join Free Tier Key Advantages of Using Outscraper for Market & Competitor Monitoring Competitive Landscape Visibility Identify every competitor Read more
Upgrading your Outscraper account will benefit users in terms of cost savings, faster, extraction, and reliable performance beyond the free tier’s limits.
Paid plans also provide advanced filters, data enrichment, and automation to turn raw data into sales-ready leads efficiencly.
Scraped data is often messy, incomplete, and fails to convert, but by following a systematic process of cleaning, enriching, and segmenting it, you can transform it into a powerful source of sales-ready leads and higher revenue. This strategy ensures every outreach effort is focused on the highest-value opportunities, turning a time-consuming chore into a strategic advantage.
Table of Contents Summary What does this automation do? It finds companies in the targeted category via Google Maps and extracts emails and leads from these companies’ websites and external sources with Outscraper services. What do you need for automation? Self hosting n8n Outscraper Account Outscraper n8n node (Outscraper Google Maps Data Scraper and Emails & Contacts Scraper services) Google Sheets How will this automation work? It will search Google Maps to generate a list Read more
When you configure a webhook URL in your Outscraper integration settings, our system will automatically send a POST request with the scraped results to that URL whenever a task/reuqest is finished. For security, every webhook payload is signed using your Outscraper API key. This allows you to verify that the webhook truly comes from Outscraper and has not been altered. Step 1. Signature Header Every webhook request includes an additional header: X-Hub-Signature-256: sha256= <signature> is Read more
Frey Chu built a $2,500/month passive income stream by using Outscraper and programmatic SEO, proving that you don’t need a dev team or cold-calling to create a profitable business.
This article reveals the exact profitable process he used to turn a simple idea into a consistent revenue-generating machine.