CoreClaw Google Maps Email Scraper! My First Workflow

:bullseye: What is your goal?

Today I created my first workflow: the CoreClaw Google Maps email scraper. It can scrape email information from Google Maps by inputting keywords, cities, and the number of leads, and export it as a CSV file.

coreclaw:CoreClaw | Web Scraping Platform & Ready-Made Data Workers

:thinking: What is the problem?

I hope everyone can check out and try my workflow, and provide suggestions for improvement.

:test_tube: What have you tried so far?

Problem encountered: During operation, large-scale data scraping can cause timeouts, and the timeout range has been increased.

Nice first workflow, and the Maps then website-crawl shape is the right one.

One thing that will bite you on a real list: matching emails on a page picks up

addresses that were never real. Stripe’s own site publishes

`[email protected]`, loads of small-business sites still carry

`[email protected]` from a template, and `[email protected]` matches most email

patterns so image filenames come through as contacts.

What helped me most, in order: reject placeholder domains (match the whole

domain, or you lose real companies like `acmetrading.nl`), drop anything ending

in an image extension, and keep `info@`/`sales@` separate from named personal

addresses since they behave quite differently when you send.

Worth grabbing `mailto:` links separately from page text too, they are far more

reliable. And plenty of companies publish no address at all, just a form.

Recording an honest “none found” beats a guess, because guesses bounce and

bounces cost you the domain.