Python & Automation Blog

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

Agentic AI vs RPA: Why Enterprises Are Switching in 2026
2026-04-27 6 min read Automation

Agentic AI vs RPA: Why Enterprises Are Switching in 2026

Agentic AI is quietly replacing traditional RPA bots across Fortune 500 companies. Here's what changed, why it matters, and what your business should do next.

agentic ai rpa automation ai agents enterprise
AI Agents for Business in 2026: The Rise of Autonomous Workflows
2026-04-23 6 min read AI

AI Agents for Business in 2026: The Rise of Autonomous Workflows

The AI agents market hits $10.91B in 2026. Discover how autonomous AI workflows are replacing traditional automation and the ROI data behind the shift.

ai agents automation agentic ai business automation autonomous workflows
AI Agents for Business Automation: What's Actually Working in 2026
2026-04-19 5 min read AI

AI Agents for Business Automation: What's Actually Working in 2026

The AI agents market hit $10.91B in 2026 β€” a 43% jump. Here's what businesses are deploying, the ROI they're reporting, and the pitfalls that derail most projects.

ai agents automation agentic ai business automation enterprise ai
How AI Agents Are Transforming Business Operations in 2026
2026-04-12 6 min read AI

How AI Agents Are Transforming Business Operations in 2026

Discover how agentic AI is reshaping sales, marketing, and operations in 2026 β€” with real ROI data, Gartner stats, and what businesses need to know now.

ai agents agentic ai business automation ai automation enterprise ai
How AI Agents Are Transforming Business Automation in 2026
2026-04-12 7 min read AI

How AI Agents Are Transforming Business Automation in 2026

AI agents are no longer a future concept β€” they're driving 171% average ROI and reshaping how businesses automate work in 2026. Here's what you need to know.

ai agents automation agentic ai business automation enterprise ai
AI Agents vs RPA: Why Agentic Automation Is Winning in 2026
2026-04-11 6 min read Automation

AI Agents vs RPA: Why Agentic Automation Is Winning in 2026

60% of RPA projects underperform, and businesses are switching fast. Here's why AI agents are replacing traditional automation β€” and what it means for your bottom line.

ai agents automation rpa agentic ai workflow automation
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 β€” name, price, EAN, SKU, availability, images, seller info, ratings, and reviews β€” with this Apify actor. 3,693 runs, 61 users.

Apify Web Scraping Ecommerce France 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 β€” prices, GPS, photos, agent contacts β€” in both English and Greek. 3,750+ runs, 143 users, 5-star rating.

Apify Real Estate Web Scraping Greece Lead Generation
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 β€” price, mileage, specs, seller info, and images β€” automatically and at scale using this Apify actor with 6,796 runs.

Apify Web Scraping Canada Automotive Lead Generation
Agentic AI: The Complete Guide to Autonomous Workflows in 2026
2026-04-10 5 min read AI

Agentic AI: The Complete Guide to Autonomous Workflows in 2026

Agentic AI is transforming business automation in 2026. See how autonomous AI agents deliver 171% ROI, replace manual work, and what challenges to avoid.

agentic ai ai automation workflow automation ai agents business automation
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 β€” ideal for SEO and brand monitoring.

Apify Web Scraping SEO Domain Research Brand Monitoring
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 β€” 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
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 β€” pricing, specs, variant-level stock counts, delivery estimates, and structured attributes β€” using this Apify actor.

Apify Web Scraping Ecommerce Cycling Product Data
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 β€” price, mileage, specs, equipment, seller info, GPS, and media galleries β€” with automatic pagination and proxy rotation.

Apify Web Scraping Automotive Europe Data Extraction
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 β€” company info, contacts, trades, certifications, service areas, and project history β€” at scale using this Apify actor.

Apify Web Scraping Lead Generation Construction B2B
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 β€” 2,951 runs, 44 users.

Apify Web Scraping Canada Automotive Data Extraction
AI Agents in 2026: Why Every Business Now Runs a Team of Bots
2026-04-07 6 min read AI

AI Agents in 2026: Why Every Business Now Runs a Team of Bots

Enterprises now run 12 AI agents on average β€” but half still work alone. Here's what the data says about what's actually delivering ROI in 2026.

ai agents agentic ai automation business ai multi-agent
AI Agents for Business Automation: The Complete 2026 Guide
2026-04-07 7 min read AI

AI Agents for Business Automation: The Complete 2026 Guide

79% of companies are now deploying AI agents β€” autonomous systems that plan, act, and adapt without constant human oversight. Here's what you need to know.

ai agents business automation agentic ai workflow automation ai tools
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 β€” powering smarter construction lead generation in 2026.

web scraping lead generation apify construction contractor data
Agentic AI 2026: How Multi-Agent Systems Transform Business
2026-04-06 6 min read AI

Agentic AI 2026: How Multi-Agent Systems Transform Business

Gartner recorded a 1,445% surge in multi-agent AI inquiries. Discover how agentic AI is reshaping business automation in 2026 β€” with real ROI data and use cases.

agentic ai ai automation multi-agent systems business automation ai agents
AI Agents vs RPA in 2026: Why Autonomous Agents Are Winning
2026-04-05 7 min read Automation

AI Agents vs RPA in 2026: Why Autonomous Agents Are Winning

Traditional RPA bots are losing ground fast. Discover why AI agents are replacing rigid automation scripts β€” and what this shift means for your business in 2026.

ai agents automation rpa agentic ai workflow automation
AI Agents for Business 2026: Autonomous Workflows That Work
2026-04-04 6 min read AI

AI Agents for Business 2026: Autonomous Workflows That Work

79% of companies now use AI agents in core operations. Discover how agentic AI is replacing entire manual workflows β€” with an average ROI of 171%.

ai agents automation agentic ai business workflows artificial intelligence
Agentic Web Scraping in 2026: How AI Agents Are Replacing Traditional Scrapers
2026-04-03 8 min read Web Scraping

Agentic Web Scraping in 2026: How AI Agents Are Replacing Traditional Scrapers

The web scraping landscape has fundamentally changed. AI agents now autonomously navigate, extract, and adapt β€” no more brittle selectors or constant maintenance.

web scraping AI agents Python Crawl4AI Apify
AI Agents for B2B Lead Generation: The 2026 Guide
2026-04-03 6 min read Lead Generation

AI Agents for B2B Lead Generation: The 2026 Guide

AI agents are reshaping B2B lead generation in 2026 β€” delivering 171% ROI, 51% better conversion rates, and 40% lower acquisition costs. Here is what is working now.

ai agents lead generation b2b sales sales automation intent data
How AI Agents Are Transforming Lead Generation in 2026
2026-04-03 6 min read Lead Generation

How AI Agents Are Transforming Lead Generation in 2026

AI agents are replacing spray-and-pray outreach with signal-driven, hyper-personalized prospecting. Here's what's workingβ€”and what's notβ€”in 2026.

ai agents lead generation sales automation b2b prospecting ai outreach
AI Agents: Your Business's Next Leap in Smart Automation
2026-04-02 7 min read Automation

AI Agents: Your Business's Next Leap in Smart Automation

Move beyond basic AI tools. Explore how autonomous AI Agents are becoming the essential virtual workforce, driving efficiency and ROI for businesses like yours.

AI Agents Business Automation AI Automation Lead Generation Operational Efficiency
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 β€” enough to run residential and dedicated proxies at a fraction of what standalone providers charge.

Apify Proxies Web Scraping Residential Proxies Automation
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
Apify Residential Proxies: The Complete 2026 Guide (Better Than BrightData?)
2026-03-29 8 min read Proxies

Apify Residential Proxies: The Complete 2026 Guide (Better Than BrightData?)

Apify includes residential proxies built into the platform β€” no separate account needed. Here's how they compare to BrightData, Oxylabs, and standalone providers.

Apify Proxies Residential Proxies Web Scraping Tools & Reviews
AI Agents for Business Automation in 2026: Frameworks, ROI & Implementation
2026-03-29 8 min read AI

AI Agents for Business Automation in 2026: Frameworks, ROI & Implementation

The chatbot era is over. Learn how AI agents deliver 192% ROI, when to use LangGraph vs CrewAI, and how to build production-grade agents for 2026.

AI agents LangGraph automation business
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 2026β€”signal-based prospecting, top tools like Clay and Apollo, and Python automation workflows.

lead generation AI Python Apollo Clay
Proxy Providers for Web Scraping in 2026: Residential vs Datacenter
2026-03-28 7 min read Proxies

Proxy Providers for Web Scraping in 2026: Residential vs Datacenter

Complete guide to choosing the right proxy provider for web scraping in 2026β€”Bright Data, Smartproxy, NetNut compared. Residential vs datacenter benchmarks.

proxies web scraping Bright Data Python automation
n8n + Dify + Ollama: The Open-Source AI Automation Stack for 2026
2026-03-28 7 min read Automation

n8n + Dify + Ollama: The Open-Source AI Automation Stack for 2026

Learn how teams in 2026 combine n8n, Dify, and Ollama into a self-hosted AI automation stack that cuts API costs and keeps sensitive data on-premises.

n8n Dify Ollama Automation Open Source
AI Web Scraping in 2026: How LLMs Are Transforming Data Extraction
2026-03-27 6 min read Web Scraping

AI Web Scraping in 2026: How LLMs Are Transforming Data Extraction

Discover how AI and LLMs are reshaping web scraping in 2026β€”smarter extraction, less maintenance, and a hybrid strategy that keeps costs in check.

web scraping AI Python data extraction Apify
Proxy Rotation for Python Web Scraping in 2026: Residential vs Datacenter vs ISP
2026-03-26 7 min read Proxies

Proxy Rotation for Python Web Scraping in 2026: Residential vs Datacenter vs ISP

Master proxy rotation in Python web scraping in 2026. Compare residential, datacenter, and ISP proxies with real benchmarks, code examples, and rotation strategies.

proxies web scraping python proxy rotation anti-detection
n8n in 2026: The Self-Hosted Automation Platform Beating Zapier
2026-03-23 7 min read Automation

n8n in 2026: The Self-Hosted Automation Platform Beating Zapier

n8n hit 200k users and 5x ARR growth with one simple pitch: open-source, self-hosted, and dirt cheap at scale. Here's how to use it for AI workflows in 2026.

n8n workflow automation AI agents self-hosted Python
Signal-Based Lead Generation in 2026: The Python Developer's Guide
2026-03-22 8 min read Lead Generation

Signal-Based Lead Generation in 2026: The Python Developer's Guide

75% of B2B sales orgs now use AI for prospecting. Learn how signal-based pipelines β€” built with Python, Clay, and Apify β€” find leads at the perfect moment.

lead generation Python Clay Apify AI automation
Crawl4AI vs Firecrawl vs ScrapeGraphAI: Best LLM Scraper in 2026
2026-03-21 7 min read Web Scraping

Crawl4AI vs Firecrawl vs ScrapeGraphAI: Best LLM Scraper in 2026

Compare the top Python LLM web scraping libraries in 2026 β€” Crawl4AI, Firecrawl, and ScrapeGraphAI β€” with benchmarks, code examples, and a clear verdict.

web scraping Python LLM Crawl4AI Firecrawl
AI-Powered Web Scraping in 2026: Beating the Anti-Bot Arms Race
2026-03-21 7 min read Web Scraping

AI-Powered Web Scraping in 2026: Beating the Anti-Bot Arms Race

The $1B web scraping market is now an AI vs. AI battlefield. Learn the tools, techniques, and strategies winning in 2026 β€” from Camoufox to fingerprint spoofing.

web scraping anti-bot Python Playwright Apify
AI Agents Are Reshaping Business Automation in 2026
2026-03-20 7 min read AI

AI Agents Are Reshaping Business Automation in 2026

AI agents are no longer experimental β€” 79% of organizations now deploy them. Here's what's driving the 2026 enterprise shift and how to get ahead.

AI Agents Automation Python n8n LangGraph
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
AI Agents for Business Automation: The 2026 Complete Guide
2026-03-20 7 min read AI

AI Agents for Business Automation: The 2026 Complete Guide

AI agents are reshaping how businesses operate in 2026. Learn how agentic AI works, the top frameworks, and how to deploy your first autonomous workflow in Python.

AI Agents Automation Python LangChain Agentic AI
n8n vs Zapier vs Make: Best AI Workflow Automation Tool in 2026
2026-03-20 7 min read Automation

n8n vs Zapier vs Make: Best AI Workflow Automation Tool in 2026

Compare n8n, Zapier, and Make for AI workflow automation in 2026. Discover which platform fits your stackβ€”from self-hosted AI agents to no-code simplicity.

n8n Zapier Make workflow automation AI agents
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 β€” no manual prospecting needed.

Apify n8n lead generation 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 β€” no custom scraper code needed.

Claude Code Apify MCP web scraping tutorial
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
Building AI-Powered Web Scraping Agents with Python in 2026
2026-03-17 8 min read Web Scraping

Building AI-Powered Web Scraping Agents with Python in 2026

The AI web scraping market is growing at 17.3% CAGR. Learn how to build intelligent scraping agents using Crawlee, ScrapeGraphAI, and LLM pipelines in Python.

web scraping AI agents Python Crawlee automation
Python Web Scraping in 2026: Playwright, AI & Anti-Detection
2026-03-17 8 min read Web Scraping

Python Web Scraping in 2026: Playwright, AI & Anti-Detection

Playwright has overtaken Selenium, AI extraction now hits 99.5% accuracy, and Python still commands 70% of the scraping ecosystem. Here's what's working in 2026.

Python Playwright Web Scraping Anti-Detection AI Extraction
AI Agents for Workflow Automation in 2026: The Complete Guide
2026-03-17 7 min read AI

AI Agents for Workflow Automation in 2026: The Complete Guide

AI agents are replacing manual workflows across industries. Discover how agentic AI with n8n, LangChain, and Python is transforming automation in 2026.

AI Agents n8n Workflow Automation LangChain Python
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
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 β€” VIN, odometer, specs, dealer info, photos and more. Full pagination, no coding needed.

Autotrader Australia 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 β€” no coding required.

Autotrader Canada Car Listings Web Scraping Apify Automotive 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 β€” perfect for lead generation and SEO prospecting.

DomainLeads Domain Intelligence Lead Generation SEO Web Scraping Apify
Apify
2026-03-16 6 min read Apify

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

Scrape PistonHeads.com β€” 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
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 β€” 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
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
Fnac Scraper: Extract Product Data from Fnac.com β€” Price, EAN, Reviews & More
2026-03-16 7 min read Apify

Fnac Scraper: Extract Product Data from Fnac.com β€” 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
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
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
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 β€” with pagination, images, location and full details.

Kijiji Canada Classifieds Scraper Web Scraping Apify Lead Generation
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
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
General
2026-03-09 8 min read General

Playwright vs Selenium in 2025: The Ultimate Automation Showdown

As web automation evolves, Python developers and businesses face a crucial choice between Playwright and Selenium. In 2025, which framework offers the best performance, reliability, and features for your mission-critical projects?

Playwright Selenium Python Automation Web Scraping Test Automation Digital Marketing AI Automation
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 β€” 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 β€” 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 β€” run actors via API, process results with Pandas, schedule scraping jobs, and build full data pipelines.

Apify Python Web Scraping
Web Scraping
2025-01-20 10 min read Web Scraping

How I Built a Lead Generation Bot That Delivers 10K Verified Emails/Day

Step-by-step walkthrough of building a scalable, high-accuracy B2B lead extraction system using Python, LinkedIn scraping, and email verification APIs.

Lead Generation Python Automation
AI
2025-01-05 8 min read AI

Building Practical AI Agents with LangChain: A Freelancer's Guide

How to use LangChain and GPT-4 to build client-ready AI agents that actually solve business problems β€” without the hype.

LangChain AI Python