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Shows a 5-step data workflow: export JSON, group/deduplicate by Google Place ID, 500 unique clinics, 475 directory-ready listings, and a local directory search UI.
I used a later Outscraper export to update the Chicago Dental Guide with 475 cleaned clinic records, richer clinic pages, more filters, pagination, multi-tag care groups, and map-based browsing. The project also shows how repeated enrichment rows and private contact data were handled before publication.
Featured image showing a Google Maps competitor benchmark with local business comparison cards and summary metrics
Compare local businesses using Google Maps ratings, reviews, categories, and profile data. Follow a repeatable process to collect data, score competitor gaps, and keep the benchmark current.
Illustration of Outscraper business data being organized into a searchable local business directory
See how I used ChatGPT Work and an Outscraper JSON export to turn 500 business records into a searchable local directory with 467 qualifying Chicago dental listings.
Map view of business listings clustered by category used to size a local market
Most local market sizing either copies a national number down or treats review counts like revenue. Neither holds up. This is the version built for real local decisions.
I Tested ChatGPT for Leads. Fresh Data Was the Missing Piece
I tested ChatGPT for lead generation and found the real gap: it can qualify, score, and write outreach, but it still needs fresh business data first.
Featured image showing a messy bought database compared with a clean high-quality B2B lead list built from fresh company data.
Build a high-quality B2B lead list without buying a database. Start with fresh company data, add contact details, verify emails, and segment leads before outreach.
Local businesses without websites featured image with icons for 12 local industries to check in 2026.
Many local businesses appear on Google Maps, social media, directories, or booking platforms, but do not have a dedicated website listed. This guide looks at industries where local businesses without websites are still common in 2026 and how agencies, sales teams, and market researchers can find these gaps using public business data.
Phone enrichment graphic comparing phones checked with phone fields returned.
Phone Number Enricher usage may not match the number of phone numbers found. This guide explains how enrichment usage is counted and how to avoid surprise costs.
Google Maps data filtered into high-intent local business leads
Find and qualify high-intent local business leads with Google Maps data. See how to filter by category, location, ratings, reviews, website status, and outreach fit.
Google Maps Scraper pricing illustration with enrichment add-ons and billing checklist
Google Maps Scraper pricing can change when enrichment add-ons are selected. Learn how base results, enrichment services, billing units, and result limits affect your final cost before running a large task.

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What Clients Say?

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Mihai Vinatoru
Mihai VinatoruManaging Partner
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.
Juan G
Juan GPartner at Growth97
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
Travis Howell
Travis HowellResearcher
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.
Alex Crivion
Alex CrivionEnvapreneur
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.
Silvia
SilviaS1-BRANDING Universitas Prasetiya Mulya
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!
Piyush
PiyushCEO
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
Nate Lile
Nate LileEntrepreneur
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!
Russell Hesse
Russell HesseCMO
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)...
Ashish Kumar
Ashish KumarData analyst and front-end designer
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!
Dion Kenney
Dion KenneyCOO of Mondofora
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.
 Ian Mason
Ian MasonCTO
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

What Clients Say?

Questions, special needs, issues… Always happy to hear from you.

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