Python & Automation Blog

Practical guides, tutorials, and insights from 155+ real client projects

📚 7 in-depth guides 🕷️ Web scraping & Apify 🤖 AI & automation 🔄 Updated regularly
How to Find Which Companies Are Hiring From a List of Domains
2026-08-29 9 min read Lead Generation

How to Find Which Companies Are Hiring From a List of Domains

Turn a plain list of company domains into every open role those companies are advertising, straight from their own Greenhouse, Lever and Ashby boards.

Hiring Signals Lead Generation Job Data Apify B2B Sales
How to Find Buying-Intent Leads on Reddit (Before Someone Else Answers)
2026-08-07 8 min read Lead Generation

How to Find Buying-Intent Leads on Reddit (Before Someone Else Answers)

Every day people post "looking for a tool that does X" and "anyone got an alternative to Y". Those are the warmest leads on the internet, and they go cold in about six hours. Here is how to find them automatically.

Lead Generation Reddit B2B Outreach
TheBlueBook Scraper: Extract Construction Leads with Apify
2026-04-06 5 min read Lead Generation

TheBlueBook Scraper: Extract Construction Leads with Apify

Discover how the TheBlueBook Scraper on Apify extracts 1M+ contractor records at scale - powering smarter construction lead generation in 2026.

web scraping lead generation apify construction contractor data
How to Scrape 10,000 Leads from Google Maps & LinkedIn Using Apify for $1
2026-03-29 9 min read Lead Generation

How to Scrape 10,000 Leads from Google Maps & LinkedIn Using Apify for $1

Apify's Creator plan ($1/month, $500 credit) gives you access to Google Maps Scraper, LinkedIn scrapers, and residential proxies. Here's how to build a lead gen machine in an afternoon.

Apify Lead Generation Google Maps Web Scraping Automation
AI Lead Generation in 2026: Tools, Signals & Python Automation
2026-03-28 7 min read Lead Generation

AI Lead Generation in 2026: Tools, Signals & Python Automation

Discover how AI is transforming B2B lead generation in 2026-signal-based prospecting, top tools like Clay and Apollo, and Python automation workflows.

lead generation AI Python Apollo Clay
Clay.com AI Lead Enrichment & Signal-Based Prospecting in 2026
2026-03-20 7 min read Lead Generation

Clay.com AI Lead Enrichment & Signal-Based Prospecting in 2026

Discover how Clay.com's AI-powered waterfall enrichment and Claygent agent are transforming B2B lead generation with signal-based prospecting in 2026.

lead generation Clay.com AI enrichment signal-based prospecting B2B sales
How to Build an Automated Lead Generation Pipeline with Apify and n8n in 2026
2026-03-19 7 min read Lead Generation

How to Build an Automated Lead Generation Pipeline with Apify and n8n in 2026

Learn how to combine Apify's web scraping power with n8n's workflow automation to build a fully automated lead generation pipeline that runs 24/7 - no manual prospecting needed.

Apify n8n lead generation web scraping automation