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Practical guides on lead generation, email verification and B2B data — written by the team that does this work every day.

How to Scrape TripAdvisor — MatchKraft blog post cover
Data SourcesJuly 10, 2026

How to Scrape TripAdvisor (and What You Can Actually Get)

A no-code workflow to extract restaurant and hotel data from TripAdvisor, plus the honest part: which fields exist, which don't, and how to get the emails anyway.

Validate Emails in Python via SMTP — MatchKraft blog post cover
Email VerificationJuly 10, 2026

Python Validate Email: Check Email Addresses via SMTP

How to validate emails in Python with MX lookups and SMTP checks — and everything the simple script doesn't tell you, from someone who runs a validation API in production.

Why Bought Email Lists Go Stale — MatchKraft blog post cover
Lead GenerationJuly 10, 2026

Why Bought Email Lists Go Stale (and What to Do Instead)

Every purchased B2B list starts decaying the day it's exported. Here's the math behind the bounces, why sellers can't fix it, and what actually works.

How to Scrape Google Maps for Free — MatchKraft blog post cover
Lead GenerationJuly 9, 2026

How to Scrape Google Maps for Free (Chrome Extension)

Extract business names, ratings, phones, websites and addresses from Google Maps with a free Chrome extension — and turn the results into an outreach-ready lead list.

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