Google Maps leads have no emails. Here's how to get them (and what I learned scraping 63 small-business sites)

Md. Saquib Jawed — Thu, 12 Nov 2026 22:49:08 +0000

If you've pulled local businesses from Google Maps, you know the problem: you get a name, a phone number and a website, but almost never an email. For cold outreach, that's the field you need most.

The email is usually on the business's own website. The hard part is getting it out cleanly for hundreds of sites. I built a tool for that, tested it on 63 real small-business websites in five countries, and here's what I found.

Where small-business contacts actually live

I ran it on dentists in London, plumbers in Austin, marketing agencies in Pune, tax advisers in Munich and bakeries in Toronto:

Result	Share of sites
At least one contact found	90%
An email found	83%
A phone number found	79%
Site blocks automated visitors	8%

A few things surprised me:

Gmail is normal. About 1 in 6 small businesses list a Gmail or Outlook address, not one on their own domain. If your tool filters those out, you lose real leads.
The footer lies. Lots of sites carry the web agency's email ("Website by studio@…"). Without a filter, you end up emailing the designer.
German and Austrian sites are the easiest. The legally required Impressum page almost always has an email and a phone number.
Hidden emails are common. info [at] company [dot] com and Cloudflare's "email protection" hide addresses from most extractors, but both can be decoded.
Junk is everywhere. Naive regex extraction returns things like logo@2x.png, you@example.com and long tracking ids from error-reporting scripts.

The pipeline

Get businesses with websites. Any Google Maps scraper works; export the website column.
Visit each site's home page, then its contact, about and imprint pages. Five pages per site finds nearly everything; going deeper mostly adds noise.
Extract and clean
- emails from mailto: links, visible text, decoded [at]/[dot] and Cloudflare-protected addresses
- drop file names, placeholders and other companies' domains
- mark each email as a shared inbox (info@, sales@) or a person (jane.smith@)
- check the email's domain has mail servers (MX records), so you don't import addresses that will bounce
Pick one "best email" per company. Prefer a sales or info inbox on the company's own domain, and never noreply@, privacy@ or jobs@.
Validate phone numbers against each country's numbering rules, format them internationally (+14155552671), and skip fax numbers.
Keep the company's own social profiles, not share buttons, single posts or the agency's Instagram.

The no-code version

If you'd rather not build and maintain this, I packaged it as a tool on Apify: Company Contacts & Tech Stack Lookup. Paste the websites and you get one row per company: best email, all emails (each marked inbox or person), phones, LinkedIn/X/Facebook/Instagram, address, and the tech the site runs on (Shopify, WordPress, HubSpot, Stripe…).

It costs $0.015 per company where contacts were found. Sites that are down, block bots or have nothing on them are free.

Pairing it with a Google Maps scraper: export the Maps results, copy the website column into the tool's Websites field, run, and export CSV.

One honest limit

About 8% of sites show a "checking your browser" page to automated visitors. The tool reports those and doesn't charge for them; it doesn't try to get around the check. Big brands do this far more than small businesses, so local-business lists come through best.

Disclosure: I built the tool. Happy to answer questions about the extraction rules in the comments.

DEV Community: Md. Saquib Jawed

Google Maps leads have no emails. Here's how to get them (and what I learned scraping 63 small-business sites)

Where small-business contacts actually live

The pipeline

The no-code version

One honest limit