Blog
Categories
Learn how competitor Google reviews can reveal customer themes, service gaps, and local SEO opportunities, and how to turn review data into a repeatable research workflow.
Turn Outscraper Google Maps data into records a location-based app can use. See how JSON business data is normalized with TypeScript, stored in Supabase/PostgreSQL, and prepared for listings, maps, and spatial features.
Building a successful product is risky when you rely on intuition alone. You need a reliable way to verify product discovery data and capture the Voice of Customer (VOC) analysis signals without building complex scraping infrastructure. Outscraper provides the raw data you need to do all three in a simple, no-code environment.
Google Maps business data can help you compare listed competitors, locations, public reputation, operating patterns, and contact presence. See which fields support each market-analysis goal and where demographic, workforce, financial, or first-party data is still needed.
Building a Google Maps scraper gives you control, but it also means owning the maintenance, proxies, retries, monitoring, and infrastructure. Compare DIY, managed scraper, and API-based approaches before deciding which setup fits your workflow.
Learn how to scrape hotels from Google Maps in 2026, build better hotel datasets, expand coverage, remove duplicates, enrich records, and turn location data into usable market intelligence.
Hotel price scraping can be lawful in some circumstances, but compliance depends on the source, access method, website terms, jurisdiction, data type, and downstream use. This guide helps travel businesses evaluate the main risks before collecting or scaling hotel pricing data.
Cold Agency uses Outscraper to find Google Maps businesses, prepare contact data, verify emails, and pull review context before leads move into personalization and outreach. This customer story shows how that process fits into a wider cold email workflow and the results Cold Agency reports from using it.
Fresh lead data helps verify current business conditions, while static lead databases preserve account history and sales context. Learn when to use each approach and how to combine both for a stronger local prospecting workflow.
Use Outscraper Business Catalog to find, filter, review, and export business records by category, location, business status, contact availability, and other criteria.
Try Outscraper for free with a monthly renewable Free Tier.
What Clients Say?
Your review will motivate our team a lot! Use Product Hunt, Trustpilot, or Capterra to post it.
Outscraper is providing fast and reliable data on Google Maps locations, in a simple and intuitive interface. The platform has advanced features, yet is user friendly enough. In the last 12 months, we used Outscraper to extract relevant public data regarding 120,000+ locations.
As a Digital Marketing Consultancy, Outscraper has truly been a gamechanger for both our business and our clients. It has allowed us to reach new potential clients and deliver breath-taking ROI campaigns for our clients. Anyone considering using Outscraper I would strongly recommend using it
Outscraper has been much easier to use than other alternatives, and it has provided me with some great information. Their customer service has been helpful too when I've needed it.
Outscraper is the best API service I’ve ever had to discover by pure luck (in an article from Medium.com) - was seeking something like this since 2019 and this platform is the only one actually working and doing the job.
Thank you very much for your reply and help! If you don't mind please
deliver my thanks to the developer team. I hope you all thrive!
Thank you so much for providing a brilliant platform “Outscraper” to find a huge amount of data in a few minutes, also, thanks for boosting my sales
I've been testing and using Outscraper for a few weeks now. I'm incredibly happy with their current offerings and I'm looking forward to them adding more public sources. Its stupid easy to use and so affordable. Thanks guys!
What an awesome tool for getting marketing lead prospects. It's much faster than the estimates they give when doing a scrape. (It's always good to under-promise & over-deliver to your customers)...
This service has been extremely helpful for me. Apart from their super fast API for various services, their amazing support is something that would make you go back to them. Dana from Outscraper team had helped me tirelessly for 3 days when I got into an issue and the dev team even made a spot update in their SDK package to suit my requirements. Highly recommended!
I wish I had found it sooner. I've been manually collecting data from Google Maps for the past 15 months!
The first search produced more usable data in 20 minutes than my 15 months did altogether.
Outscraper is the best scraper I've found. I cannot believe how well it works, how much data I get back, with no errors or headaches. I can make any directory site I want now