Web Scraping & Lead Gen Guides

Practical guides, tutorials, and insights from 170+ real client projects

๐Ÿ“š 57 in-depth guides ๐Ÿ•ท๏ธ Web scraping & Apify ๐Ÿค– AI & automation ๐Ÿ”„ Updated regularly
๐Ÿ†• Latest How to Monitor Brand Mentions on X (Twitter) Without a Social Listening Tool
2026-10-24 8 min read Automation

How to Monitor Brand Mentions on X (Twitter) Without a Social Listening Tool

Use X's own advanced search syntax with a scraper to collect every public mention of your brand, competitors or keywords once a day, then tag sentiment with AI. Costs well under a dollar per thousand posts.

Read Article โ†’
How to Create an llms.txt File for Your Website (and What It Really Does)
2026-10-22 8 min read AI

How to Create an llms.txt File for Your Website (and What It Really Does)

What llms.txt and llms-full.txt are, an honest look at who actually reads them, the format that follows the spec, and how to generate both files from your sitemap in one run instead of writing them by hand.

llms.txt GEO AEO AI Search Technical SEO Apify
How to Extract Emails and Phone Numbers From a List of Websites
2026-10-20 8 min read Lead Generation

How to Extract Emails and Phone Numbers From a List of Websites

Give a crawler a list of company websites and get back the emails, phone numbers and social profiles each one publishes. The settings that keep the cost at a few dollars per thousand sites, and how to clean the result into a usable list.

Email Extraction Lead Generation Contact Scraper B2B Sales Apify
Geo-Grid Rank Tracking: See Where Your Business Really Ranks on Google Maps
2026-10-18 9 min read Tools & Reviews

Geo-Grid Rank Tracking: See Where Your Business Really Ranks on Google Maps

A single Google Maps rank check lies: you can be first next to your shop and invisible two miles away. Here is how geo-grid tracking works, how to read the heatmap and Share of Local Voice, and how to run it pay per scan with no subscription.

Local SEO Google Maps Rank Tracking Geo-Grid Google Business Profile Apify
How to Analyse Your Competitors' Google Reviews to Find Their Weak Spots
2026-10-16 9 min read Web Scraping

How to Analyse Your Competitors' Google Reviews to Find Their Weak Spots

Scrape every Google Maps review of your local competitors, then let AI tag each one by topic and sentiment. The result is a clear list of what customers hate about them, which is exactly what your marketing should promise.

Google Reviews Google Maps Competitor Analysis Local SEO Sentiment Analysis Apify
How to Find the Best-Paying Whop Clipping Campaigns Before They Fill Up
2026-10-14 8 min read Tools & Reviews

How to Find the Best-Paying Whop Clipping Campaigns Before They Fill Up

Whop's Content Rewards page shows about 50 rotating campaigns with no history. Here is how to track reward per 1,000 views, budget left, burn rate and competition over time, and catch new clipping and UGC campaigns early.

Whop Clipping UGC Creator Economy Content Rewards Apify
How to Scrape LinkedIn Jobs in 2026 (After the AI Search Change)
2026-10-12 8 min read Lead Generation

How to Scrape LinkedIn Jobs in 2026 (After the AI Search Change)

Export LinkedIn job postings to a spreadsheet with title, company, location, salary, applicant count and the full description. What changed with LinkedIn's AI job search in August 2026, how to set up searches that still work, and what it costs.

LinkedIn Jobs Job Data Hiring Signals Recruiting Apify
How to Scrape Kijiji Listings: Cars, Rentals and Classifieds to a Spreadsheet
2026-10-10 8 min read Web Scraping

How to Scrape Kijiji Listings: Cars, Rentals and Classifieds to a Spreadsheet

Export any Kijiji.ca search to Excel with prices, GPS coordinates, seller type and, for cars, VIN, trim, mileage and Carfax link. What each field is good for, what it costs, and the setup.

Kijiji Web Scraping Canada Used Cars Classifieds Apify
How to Generate Hundreds of AI Images at Once From a Spreadsheet
2026-10-08 8 min read AI

How to Generate Hundreds of AI Images at Once From a Spreadsheet

Upload a product catalogue or a list of blog titles and get one AI image per row, with Nano Banana or GPT Image, in the aspect ratio you need, plus your spreadsheet back with an image link on every row.

AI Image Generation Nano Banana GPT Image Bulk AI Ecommerce Apify
How to Check an Instagram Influencer's Real Engagement Before You Pay Them
2026-10-06 9 min read Lead Generation

How to Check an Instagram Influencer's Real Engagement Before You Pay Them

Follower counts are easy to fake. Here is how to pull an influencer's recent posts and reels, calculate their real engagement and reach, and spot the warning signs, for a few cents per creator.

Instagram Influencer Marketing Engagement Rate Apify Social Media Data
A Free HARO Alternative: Get Journalist Requests in One Daily Feed
2026-10-04 8 min read Tools & Reviews

A Free HARO Alternative: Get Journalist Requests in One Daily Feed

Since HARO shut down, journalist source requests are scattered across paid platforms and hashtags. Here is how to pull SourceBottle call-outs and #journorequest posts into one filtered, deadline-sorted feed every morning.

HARO Alternative Digital PR Link Building Journalist Requests Apify
How to Turn Any Website Into Clean Markdown for ChatGPT, RAG or a Custom GPT
2026-10-02 9 min read AI

How to Turn Any Website Into Clean Markdown for ChatGPT, RAG or a Custom GPT

Crawl a whole website or docs site into clean Markdown with the navigation and ads stripped out, ready to upload to a Custom GPT, a Claude Project or a vector database. Which Apify tool to use, how to configure it and what it costs.

RAG LLM Web Crawling Markdown Custom GPT Apify
How to Build a Canadian Business Contact List From Canada411
2026-09-30 8 min read Lead Generation

How to Build a Canadian Business Contact List From Canada411

Turn a Canada411 search like 'dentist in Calgary' into a clean spreadsheet of names, phone numbers and addresses, city by city, for half a cent per listing. Plus the Canadian rules you must follow before you call.

Canada411 Lead Generation Canada B2B Sales Apify
How to Run ChatGPT, Claude or Gemini on Every Row of a Spreadsheet
2026-09-28 9 min read AI

How to Run ChatGPT, Claude or Gemini on Every Row of a Spreadsheet

Upload an Excel, CSV or Google Sheet, write one prompt with column placeholders, and get your file back with AI answers in new columns. No API key, no formulas, no copy and paste.

ChatGPT Claude Gemini Spreadsheet Automation Bulk AI Apify
How to Find TikTok Creators in Your Niche (and Check Their Real Engagement)
2026-09-26 9 min read Lead Generation

How to Find TikTok Creators in Your Niche (and Check Their Real Engagement)

A repeatable way to build a list of TikTok creators for any niche, with follower counts, bios and real per-video engagement, for a few dollars instead of an influencer platform subscription.

TikTok Influencer Marketing Creator Discovery Apify Lead Generation
How to Scrape Wallapop Listings (Prices, Specs and Sellers) Without Code
2026-09-24 8 min read Web Scraping

How to Scrape Wallapop Listings (Prices, Specs and Sellers) Without Code

Turn any Wallapop search into a spreadsheet of prices, specs, seller details and engagement counts across Spain, France, Italy, Portugal and the UK, for about 25 cents per thousand listings.

Wallapop Web Scraping Second-hand Market Price Research Apify
How to Translate a Product Catalog Into 40+ Languages Without an API Key
2026-09-17 8 min read AI

How to Translate a Product Catalog Into 40+ Languages Without an API Key

Bulk AI translation turns a multi-week agency job into one Apify run: HTML-safe, brand-term-locked, and billed only for what changes on every re-run.

AI Localization E-commerce Apify Automation
How to Scrape a Website That Blocks Bots (Without Building a Proxy Farm)
2026-09-09 8 min read Web Scraping

How to Scrape a Website That Blocks Bots (Without Building a Proxy Farm)

Cloudflare, DataDome and Akamai fingerprint your requests before your parser ever runs. Here's how to get past anti-bot protection with a hosted scraping API instead of building your own browser and proxy infrastructure.

anti-bot web scraping proxies developer tools cloudflare
How to Scrape Quebec Real Estate Listings From Centris.ca Without Code
2026-08-29 8 min read Web Scraping

How to Scrape Quebec Real Estate Listings From Centris.ca Without Code

Pull structured property data, prices and broker details from Centris.ca with a no-code actor, then track price changes over time by keying on MLS number instead of row position.

real estate web scraping Centris Quebec price monitoring Apify
MAP Violation Monitoring: Catch Sellers Undercutting You on Amazon and eBay
2026-08-29 9 min read Automation

MAP Violation Monitoring: Catch Sellers Undercutting You on Amazon and eBay

Find every offer advertised below your minimum advertised price across Amazon, eBay, Best Buy and Newegg, with the real output fields, the cost of a weekly sweep, and the filter that keeps refurbs and accessories out of your enforcement queue.

MAP monitoring price monitoring brand protection Apify e-commerce no-code
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 Scrape Real Estate Listings (With GPS Coordinates and Agent Phone Numbers)
2026-08-07 8 min read Web Scraping

How to Scrape Real Estate Listings (With GPS Coordinates and Agent Phone Numbers)

Property portals publish everything an analyst needs - price, size, rooms, coordinates, photos and often the advertiser's phone number. Here is how to get it out of Spitogatos, XE.gr and Centris into a spreadsheet.

Real Estate Property Data Web Scraping Lead Generation
Is ChatGPT Recommending Your Competitors? How to Actually Find Out
2026-08-07 9 min read AI

Is ChatGPT Recommending Your Competitors? How to Actually Find Out

A growing share of buyers now ask an AI which tool to use, and that answer never shows up in your analytics. Here is how to measure whether ChatGPT, Perplexity and Gemini mention you, and what to fix if they don't.

GEO AEO AI Search SEO
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
How to Scrape Car Listings from AutoTrader, AutoScout24 and Kijiji
2026-08-07 10 min read Web Scraping

How to Scrape Car Listings from AutoTrader, AutoScout24 and Kijiji

Dealers, aggregators and pricing analysts all need the same thing: thousands of current vehicle listings with price, mileage, VIN and seller details. Here is how to pull them from eight marketplaces without writing a scraper.

Automotive Car Data Web Scraping Market Research
How to Track Competitor Prices Automatically (Without a $500/Month Tool)
2026-08-07 9 min read Web Scraping

How to Track Competitor Prices Automatically (Without a $500/Month Tool)

Enterprise price-monitoring platforms start around $500/month. Here is how to get the same three outputs - who else sells your product, at what price, and who is breaking MAP - for a few dollars a month using cloud actors you can run today.

Price Monitoring Competitor Analysis E-Commerce Apify
How to Scrape Amazon Product Data in 2026 (Without Getting Blocked)
2026-06-06 10 min read Web Scraping

How to Scrape Amazon Product Data in 2026 (Without Getting Blocked)

A practical 2026 guide to extracting Amazon prices, reviews, BSR and Buy Box data at scale - no-code, Python, and API methods that survive anti-bot defenses.

Amazon Scraping Web Scraping E-Commerce Price Tracking
PriceRadar: The Universal Competitor Price Tracker That Works on Any Retailer
2026-05-21 7 min read Apify

PriceRadar: The Universal Competitor Price Tracker That Works on Any Retailer

Stop checking competitor prices manually. PriceRadar finds every retailer selling your product, returns live prices, and tells you exactly where you rank in the market.

apify price tracking competitor analysis ecommerce web scraping
AI-Powered Web Scraping: The Complete 2026 Guide
2026-05-15 7 min read AI

AI-Powered Web Scraping: The Complete 2026 Guide

Explore how AI and LLMs are replacing traditional CSS selectors in web scraping. Learn why 66% of professionals are switching to intelligent data extraction.

ai web scraping data extraction automation llm
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 - and what it means for your bottom line.

ai agents automation rpa agentic ai workflow automation
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
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
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 - no separate account needed. Here's how they compare to BrightData, Oxylabs, and standalone providers.

Apify Proxies Residential Proxies Web Scraping Tools & Reviews
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
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 2026-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 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
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
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 - Crawl4AI, Firecrawl, and ScrapeGraphAI - with benchmarks, code examples, and a clear verdict.

web scraping Python LLM Crawl4AI Firecrawl
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
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 stack-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 - 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 - 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
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
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 - 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
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
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 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
Playwright vs Selenium in 2025: The Ultimate Automation Showdown
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
How to Scrape Google Maps with Apify (No Code Required)
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
Top 5 Apify Actors for B2B Lead Generation
2025-02-22 7 min read Apify

Top 5 Apify Actors for B2B Lead Generation

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
Earn Passive Income with the Apify Affiliate Program
2025-02-10 8 min read Apify

Earn Passive Income with the Apify Affiliate Program

Apify pays 20%โ€“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
Web Scraping with Apify + Python: Complete Guide
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