Outscraper

Outscraper is the fastest way I’ve seen to get raw directory data off Google Maps without overcomplicating it. In this build, it’s step one: pull a huge CSV, then let Claude Code do the cleaning and Crawl4AI do the verification. If you’re starting with a tiny budget, this is the kind of tool that gets you moving immediately.

Pros

+Cheap, straightforward Google Maps scraping
+Gets you large CSV datasets quickly
+Good starting point for nationwide directory builds

Cons

-Raw exports are messy and require cleaning/verification
-You still need a process to filter irrelevant listings

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Outscraper

Available on Startup-ideas-pod

Buy on Startup-ideas-pod

External purchase

Highlights

+Cheap, straightforward Google Maps scraping
+Gets you large CSV datasets quickly
+Good starting point for nationwide directory builds

Recommended by

Greg Isenberg