Python & Automation Blog

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

Canada Autotrader Scraper: Low-Cost Vehicle Data Extraction at $0.00025/Result
2026-04-10 5 min read Apify

Canada Autotrader Scraper: Low-Cost Vehicle Data Extraction at $0.00025/Result

The most affordable Autotrader.ca scraper — extract vehicle listings at just $0.00025 per result. Perfect for large-scale datasets, ML training data, and pricing model research.

Apify Web Scraping Canada Automotive Machine Learning
TheBlueBook Scraper: Extract Contractor Profiles for B2B Lead Generation
2026-04-10 5 min read Apify

TheBlueBook Scraper: Extract Contractor Profiles for B2B Lead Generation

Scrape TheBlueBook.com contractor profiles — company info, contacts, trades, certifications, service areas, and project history — at scale using this Apify actor.

Apify Web Scraping Lead Generation Construction B2B
Bike24 Product Scraper: Extract Cycling Product Data & Inventory with Apify
2026-04-10 5 min read Apify

Bike24 Product Scraper: Extract Cycling Product Data & Inventory with Apify

Extract cycling product data from Bike24.com — pricing, specs, variant-level stock counts, delivery estimates, and structured attributes — using this Apify actor.

Apify Web Scraping Ecommerce Cycling Product Data
Spitogatos.gr Scraper: Extract Greek Real Estate Listings with Apify
2026-04-10 6 min read Apify

Spitogatos.gr Scraper: Extract Greek Real Estate Listings with Apify

Scrape 25+ attributes per property from Spitogatos.gr — prices, GPS, photos, agent contacts — in both English and Greek. 3,750+ runs, 143 users, 5-star rating.

Apify Real Estate Web Scraping Greece Lead Generation
Fnac Data Scraper: Extract French E-Commerce Product Data with Apify
2026-04-10 5 min read Apify

Fnac Data Scraper: Extract French E-Commerce Product Data with Apify

Scrape Fnac.com product listings — name, price, EAN, SKU, availability, images, seller info, ratings, and reviews — with this Apify actor. 3,693 runs, 61 users.

Apify Web Scraping Ecommerce France Product Data
Autotrader Canada Per-Result Scraper: Precise Vehicle Data Extraction
2026-04-10 5 min read Apify

Autotrader Canada Per-Result Scraper: Precise Vehicle Data Extraction

A lightweight Autotrader.ca actor with per-result pricing at $0.001/listing. Extract make, model, year, price in CAD, mileage, specs, and raw JSON — 2,951 runs, 44 users.

Apify Web Scraping Canada Automotive Data Extraction
Autoscout24 Scraper: Extract European Car Listings at Scale with Apify
2026-04-10 5 min read Apify

Autoscout24 Scraper: Extract European Car Listings at Scale with Apify

Scrape Autoscout24.com vehicle listings across Europe — price, mileage, specs, equipment, seller info, GPS, and media galleries — with automatic pagination and proxy rotation.

Apify Web Scraping Automotive Europe Data Extraction
DomainLeads.com Scraper: Search 330M+ Registered Domains by Keyword
2026-04-10 5 min read Apify

DomainLeads.com Scraper: Search 330M+ Registered Domains by Keyword

Bulk-search over 330 million registered domains by keyword using this Apify actor. Get TLD occupancy, development status, and related domain metrics — ideal for SEO and brand monitoring.

Apify Web Scraping SEO Domain Research Brand Monitoring
Autotrader Canada Scraper: Extract Car Listings at Scale with Apify
2026-04-10 6 min read Apify

Autotrader Canada Scraper: Extract Car Listings at Scale with Apify

Extract complete vehicle data from Autotrader.ca — price, mileage, specs, seller info, and images — automatically and at scale using this Apify actor with 6,796 runs.

Apify Web Scraping Canada Automotive Lead Generation
Get $500 in Apify Credits for $1: Residential & Dedicated Proxies on a Budget
2026-03-29 7 min read Apify

Get $500 in Apify Credits for $1: Residential & Dedicated Proxies on a Budget

Apify's Creator plan gives you $500 in platform credits for just $1/month — enough to run residential and dedicated proxies at a fraction of what standalone providers charge.

Apify Proxies Web Scraping Residential Proxies Automation
Apify MCP Server: Give Your AI Agent 10,000 Web Scrapers
2026-03-18 7 min read Apify

Apify MCP Server: Give Your AI Agent 10,000 Web Scrapers

Learn how to connect AI agents to the Apify MCP Server for automated web scraping. Covers the April 2026 Streamable HTTP migration and real use cases.

Apify MCP AI agents web scraping automation
How to Use Claude Code + Apify MCP to Scrape Any Website
2026-03-18 6 min read Apify

How to Use Claude Code + Apify MCP to Scrape Any Website

A hands-on tutorial: connect Claude Code to the Apify MCP Server and use plain English to scrape Google, LinkedIn, Amazon, and more — no custom scraper code needed.

Claude Code Apify MCP web scraping tutorial
Apify
2026-03-17 7 min read Apify

Apify MCP Server: AI Agents That Can Scrape the Web

Apify now ships an MCP server that gives AI agents like Claude instant access to 4,000+ web scrapers. Here's how to wire it up and where it actually saves time.

Apify MCP AI Agents Web Scraping Python
Apify
2026-03-16 6 min read Apify

PistonHeads Scraper: Extract UK Car Listings from PistonHeads.com with Apify

Scrape PistonHeads.com — the UK's top prestige and enthusiast car marketplace. Extract listing details, prices in GBP, photos, mileage and seller info with our Apify actor.

PistonHeads UK Car Listings Web Scraping Apify Automotive Data
Autotrader Canada Scraper: Extract Car Listings from Autotrader.ca at Scale
2026-03-16 7 min read Apify

Autotrader Canada Scraper: Extract Car Listings from Autotrader.ca at Scale

Automate your Autotrader.ca data collection. Our Apify scraper extracts price, mileage, year, trim, dealer info and more from every listing — no coding required.

Autotrader Canada Car Listings Web Scraping Apify Automotive Data
Autotrader Australia Scraper: Extract 30+ Data Points from Autotrader.com.au
2026-03-16 6 min read Apify

Autotrader Australia Scraper: Extract 30+ Data Points from Autotrader.com.au

Scrape Autotrader.com.au with our Apify actor. Extract 30+ fields per listing — VIN, odometer, specs, dealer info, photos and more. Full pagination, no coding needed.

Autotrader Australia Car Listings Web Scraping Apify Automotive Data
Autotrader South Africa Scraper: Extract Car Listings from Autotrader.co.za
2026-03-16 6 min read Apify

Autotrader South Africa Scraper: Extract Car Listings from Autotrader.co.za

Automate data collection from South Africa's largest car marketplace. Our Apify actor scrapes Autotrader.co.za for price, specs, dealer info and more across all pages.

Autotrader South Africa Car Listings Web Scraping Apify Automotive Data
Autoscout24 Scraper: Extract European Car Listings from Autoscout24.com
2026-03-16 6 min read Apify

Autoscout24 Scraper: Extract European Car Listings from Autoscout24.com

Scrape Europe's largest car marketplace with our Apify actor. Extract price, mileage, specs and more from Autoscout24.com automatically across all pages.

Autoscout24 European Cars Web Scraping Apify Automotive Data
Kijiji Canada Scraper: Extract Classifieds Data from Kijiji.ca at Scale
2026-03-16 7 min read Apify

Kijiji Canada Scraper: Extract Classifieds Data from Kijiji.ca at Scale

Scrape Kijiji.ca listings automatically with our Apify actor. Extract vehicle ads, real estate, jobs and more — with pagination, images, location and full details.

Kijiji Canada Classifieds Scraper Web Scraping Apify Lead Generation
Canada411 Scraper: Extract Business Contact Data from Canada411.ca
2026-03-16 6 min read Apify

Canada411 Scraper: Extract Business Contact Data from Canada411.ca

Build targeted Canadian B2B lead lists automatically. Our Apify actor scrapes Canada411.ca for business names, phone numbers, addresses and more across all pages.

Canada411 Lead Generation Business Directory Web Scraping Apify
Spitogatos Scraper: Extract Greek Real Estate Listings from Spitogatos.gr
2026-03-16 7 min read Apify

Spitogatos Scraper: Extract Greek Real Estate Listings from Spitogatos.gr

Scrape Spitogatos.gr in English and Greek with our Apify actor. Extract property prices, photos, location, agent contacts and more from Greece's top real estate portal.

Spitogatos Greek Real Estate Web Scraping Apify Real Estate Data
Fnac Scraper: Extract Product Data from Fnac.com — Price, EAN, Reviews & More
2026-03-16 7 min read Apify

Fnac Scraper: Extract Product Data from Fnac.com — Price, EAN, Reviews & More

Scrape Fnac.com product listings with our Apify actor. Extract name, price, EAN, SKU, images, seller info, ratings, reviews and delivery details at scale.

Fnac Scraper French E-commerce Web Scraping Apify Product Data
Bike24 Scraper: Extract Cycling Product Data from Bike24.com with Apify
2026-03-16 6 min read Apify

Bike24 Scraper: Extract Cycling Product Data from Bike24.com with Apify

Scrape Bike24.com with our Apify actor. Extract product names, prices, availability, SKUs, images and more from Europe's leading cycling e-commerce store at scale.

Bike24 Scraper Cycling Products Web Scraping Apify E-commerce Data
Apify
2026-03-16 6 min read Apify

Strube.de Scraper: Extract Seed & Garden Product Data from Strube.de

Automate product data extraction from Strube.de — Germany's leading seed retailer. Our Apify actor collects product names, prices, availability, and more across all pages.

Strube Scraper Garden Products Seeds Web Scraping Apify E-commerce Data
Apify
2026-03-16 7 min read Apify

DomainLeads Scraper: Search 330M+ Registered Domains by Keyword with Apify

Find domain owners in any niche at massive scale. Our Apify actor scrapes DomainLeads.com to deliver registered domain data by keyword — perfect for lead generation and SEO prospecting.

DomainLeads Domain Intelligence Lead Generation SEO Web Scraping Apify
Apify
2025-03-01 6 min read Apify

How to Scrape Google Maps with Apify (No Code Required)

Google Maps holds millions of business listings — names, phones, addresses, ratings. Learn how to extract this data in minutes using Apify, no coding needed.

Apify Web Scraping Lead Generation
Apify
2025-02-22 7 min read Apify

Top 5 Apify Actors for B2B Lead Generation

After 155+ scraping projects, these are the five Apify actors I recommend most for building high-quality B2B lead lists — with a proven chaining workflow.

Apify Lead Generation B2B
Apify
2025-02-10 8 min read Apify

Earn Passive Income with the Apify Affiliate Program

Apify pays 20%–30% recurring commission. Here's exactly how the program works, the income math, and how to promote it as a developer or content creator.

Apify Affiliate Passive Income
Apify
2025-02-01 9 min read Apify

Web Scraping with Apify + Python: Complete Guide

Combine Apify's powerful actors with Python's flexibility — run actors via API, process results with Pandas, schedule scraping jobs, and build full data pipelines.

Apify Python Web Scraping