Techniques & Guides

Master data scraping with Thunderbit's guides and tutorials. Learn how to efficiently extract contact information and leads from any website.

Python Web Scraping Tutorial: Pull Data from a Website

This Python web scraping tutorial covers tools, libraries, and best practices, plus how Thunderbit enables AI-powered, no-code website data extraction.

by Shuai Guan10 min read

How to Easily Get All Website Pages Using AI Tools

Thunderbit uses AI to help you extract all website pages, including hidden or dynamic ones, with no code and easy export to Sheets, Notion, or Airtable.

by Shuai Guan8 min read

How I Scrape Amazon Reviews with Python (Past the Login Wall)

Overcome Amazon login walls by using cookie-based authentication and stable data-hook selectors. A practical guide to extracting review data for sentiment analysis and market research with Python.

by Fawad Khan13 min read

How to Scrape Reddit with Python: 4 Methods That Work Now

Extract Reddit posts and comments using four proven 2026 methods, ranging from Python scripts like PRAW to no-code automated extraction tools.

by Fawad Khan14 min read

What is Cold Email? A Beginner Guide with Tools & Tips

Learn to write effective cold emails, find leads fast with AI, and boost replies with templates, tips, and deliverability best practices.

by Shuai Guan13 min read

How to Make a Prospect List in Sales: The Modern Guide

Build accurate, high-quality sales prospect lists faster with Thunderbit’s AI scraper—ideal for lead generation with minimal effort and maximum results.

by Shuai Guan11 min read

Mastering Product Research: A Step-by-Step Guide

Master product research with top tools and learn proven strategies to validate and optimize your product.

by Shuai Guan11 min read

How to Hire a Web Scraping Developer: Key Steps and Tips

Hiring a web scraping developer vs using Thunderbit: compare skills, costs, and workflows to streamline data extraction for your business needs.

by Shuai Guan7 min read

How to Extract Website Data to Excel: A Step-by-Step Guide

Easily extract website data to Excel with Thunderbit’s AI—no code needed. Automate scraping, format fields, and export clean data for business use.

by Shuai Guan8 min read

How to Scrape Any Website Using AI

Unlock AI-driven web scraping with Thunderbit! See why it's better than the old-school ways, get started with this guide.

by Shuai Guan8 min read

The Complete Price Scraping Guide

A complete guide to price scraping: use cases, challenges, legal aspects, and how AI tools like Thunderbit automate competitive price monitoring.

by undefined9 min read

Lead Generation Process: A Beginner Guide in 2026

Discover how AI is redefining lead generation in 2026—quality over quantity, faster workflows, and smarter tools like Thunderbit.

by Shuai Guan13 min read

How to Write a Web Scraper with Python: From Start to Finish

Python lets you build custom scrapers from scratch, while Thunderbit offers a no-code AI tool for fast, hassle-free web data extraction.

by Shuai Guan13 min read

From Clicks to Columns: Understanding Custom Data Extraction

Custom data extraction tailors web scraping to your needs; Thunderbit’s AI lets anyone extract structured data without coding or setup hassles.

by Shuai Guan13 min read

How to Scrape Google Shopping Data — With or Without Code

Compare the top three methods for scraping Google Shopping data in 2026. Learn how to extract product info into spreadsheets using no-code tools or code.

by Shuai Guan14 min read

Master Online Retail Price Intelligence & Pricing Analysis

Thunderbit empowers retailers to automate online price intelligence and pricing analysis, enhancing competitiveness and margins with AI-driven data extraction.

by Shuai Guan9 min read

Apollo.io AI Lead Generation: Features for B2B Sales

Automate B2B leads with Apollo + AI scraping—enrich data, grow your pipeline.

by undefined9 min read

Openclaw Installation Steps: Your Ultimate 2026 Setup Guide

Openclaw 2026 installation is simplified with Thunderbit—use its AI scraper to automate setup, troubleshoot issues, and ensure secure deployment.

by Shuai Guan13 min read

Top 7 Map Monitoring Software for Real-Time Tracking in 2026

Thunderbit offers AI-powered map monitoring and data extraction for business teams, enabling real-time tracking, analysis, and seamless data export.

by Shuai Guan8 min read

How To Scrape Amazon Products and Reviews in 2026 using AI

Discover how an Amazon Web Scraper can help you efficiently scrape Amazon product data and reviews for market research. Optimize your e-commerce strategy today.

by undefined14 min read

How to Efficiently Scrape Food Delivery Website Data

Scrape restaurant menus, prices, and reviews in seconds with Thunderbit’s AI tool for fast, accurate food delivery data extraction.

by Shuai Guan13 min read

Residential Proxies in 2026: How to Pick, Set Up, and Scale

Select and configure residential proxies in 2026 to avoid detection. Learn the criteria for provider selection, session strategies, and anti-ban tactics.

by Ke17 min read

How to Scrape Goodreads with Python (No More Empty Results)

Extract book data from Goodreads with Python by using JSON-LD for metadata and browser automation for JS-rendered reviews. Avoid empty results by handling pagination headers, rotating proxies, and respecting rate limits.

by Shuai Guan18 min read

How to Scrape Website Data into Excel using AI

Learn how to scrape website data into Excel using AI tools like Thunderbit. Automate data extraction for efficient analysis and organization.

by undefined12 min read

How to Pull Images from a Website: 10 Quick Methods

Images fuel content creation, research, and ecommerce; Thunderbit’s free AI extractor pulls images in bulk from any site with one click.

by Shuai Guan11 min read

Master n8n Web Scraping: Automation Workflows

Build production-ready web scraping pipelines in 2026 by combining HTTP requests, HTML parsing, and automated loops. Learn to overcome pagination, anti-bot blocks, and layout changes in your workflows.

by Shuai Guan16 min read

Getting Started with Web Scraping Using Java in 2026

Web scraping with Java offers full control and power for complex data extraction, while Thunderbit makes scraping easy with AI and no-code automation.

by Shuai Guan12 min read

Beautiful Soup vs Selenium: Detailed Comparison in 2026

Thunderbit offers no-code scraping that beats Beautiful Soup and Selenium in ease, speed, and maintenance for business data extraction.

by Shuai Guan8 min read

What Is Data Extraction? Unlock Its Potentials in Real Life

Unlock faster workflows and smarter decisions with Thunderbit—the AI data extraction tool built for teams tired of manual copy-paste.

by undefined12 min read

How to Check Price History on Amazon: 5 Effective Tools

Check Amazon price history with tools like Thunderbit, Camelizer, and Keepa; track trends, save money, and analyze smartly with Thunderbit’s AI scraper.

by Shuai Guan8 min read

The Ultimate Guide to Web Scraping with JavaScript and Node.js

Web scraping with JavaScript and Node.js powers modern data collection, while Thunderbit simplifies the process with no-code, AI-driven automation.

by Shuai Guan19 min read

How to Use Automated Messaging Tools: Messenger Automation

Learn how to plan responsible Messenger automation for sales and support, including consent, escalation paths, and official platform tools.

by Shuai Guan11 min read

Step-by-Step Tutorial: Web to Lead Forms in Salesforce

Web-to-Lead automates Salesforce lead capture from website forms for faster response and fewer lost leads; Thunderbit helps streamline follow-up.

by Shuai Guan12 min read

How to Find B2B Leads with Web Scraping (Not Just Contacts)

Find qualified B2B leads with web scraping: define your ICP, capture buying signals, enrich subpages, deduplicate records, and sync them to your CRM.

by Shuai Guan15 min read

Easy Web Extract: Simple Web Scraping Methods Explained

Easy web extract enables non-technical users to scrape data in minutes. Thunderbit uses AI to automate web scraping, pagination, and exports seamlessly.

by Shuai Guan6 min read

How to Deploy Puppeteer on AWS Lambda (3 Ways Compared)

Deploy Puppeteer on AWS Lambda with Layers, containers, or ZIP packages. Use puppeteer-core and @sparticuz/chromium to avoid common launch and size errors.

by Ke13 min read

MAP Pricing Enforcement: A Complete Monitoring Guide

When resellers sell below your advertised price, your margins and brand value erode. This guide shows how to monitor MAP compliance and respond before damage spreads.

by Shuai Guan12 min read

SEO Lead Generation in 2026: 7 Practical Ways to Get Better Leads Faster

Explore cutting-edge SEO lead generation strategies for 2026. Learn how AI tools like Thunderbit streamline keyword research, content creation, and lead capture to boost conversions.

by Shuai Guan10 min read

Automate Your Market Research: Scrape Shopify with Python

Extract product data from any Shopify store using the public products.json endpoint. This guide covers Python scraping, JSON parsing, and CSV export.

by Ke12 min read

Finding Social Media Accounts: A Quick How-To Guide

Quickly find social media accounts for leads or competitors using Google, people finder tools, or Thunderbit’s AI-powered automation for efficient business outreach.

by Shuai Guan10 min read

How to Scrape Data from PDF Files: A Hands-On Guide

PDF scraping turns static documents into usable data; Thunderbit uses AI to extract text, tables, images, and links from PDFs with speed and accuracy.

by undefined9 min read

Scrape IMDb with Python: Code That Actually Works

Scrape movie data from IMDb in 2026 using stable JSON-LD extraction or official datasets. Learn how to bypass common errors and avoid fragile CSS selectors.

by Ke15 min read

Beginner’s Guide to Installing BeautifulSoup in Python

Install BeautifulSoup in Python with pip in minutes; Thunderbit offers a faster, no-code alternative for web scraping and data extraction.

by Shuai Guan13 min read

How to Scrape Data from PDF using AI

AI PDF Scrapers automate data extraction from PDFs, saving time and ensuring accuracy.

by Shuai Guan9 min read

How to Scrape Websites with Curl: A Step-by-Step Tutorial

Web scraping with cURL offers fast, scriptable access to data; Thunderbit enhances it with AI for dynamic sites and effortless structured exports.

by Shuai Guan8 min read

How to Analyze Competitors' Google Ads and Improve Yours

Analyze competitor keywords, ad copy, and landing pages to improve your own campaign performance. Follow this 2026 workflow to turn insights into tests.

by Fawad Khan11 min read

How to Turn Warm Leads into Qualified Sales Leads Fast

Turn warm leads into qualified sales leads quickly with Thunderbit’s AI tools—2-click scraping, autofill, and scheduled updates streamline your workflow.

by Shuai Guan8 min read

Learn How to Scrape Tiktok Videos with Python

Extract TikTok videos and metadata with Python using three reliable methods. This guide covers bypassing anti-bot measures to save .mp4 files.

by Shuai Guan15 min read

Data Enrichment Explained: Types, Tools & Use Cases

Unlock the value of your data with data enrichment. Learn types, top tools, and real-world use cases to boost sales, marketing, and business results.

by Shuai Guan12 min read

9 Smart Ways to Find a Hiring Manager’s Email Address

Contacting hiring managers directly boosts your job search success; Thunderbit helps you quickly find their email addresses using AI-powered web scraping.

by Shuai Guan10 min read

Twitter Sentiment Analysis That Actually Works (2026 Guide)

Analyze sentiment on X with 2026 best practices. Learn to source data via the official API, clean text for transformer models, and visualize results.

by Shuai Guan17 min read

How to Download Files With cURL: Flags, Fixes, and Scripts

Master reliable file transfers with cURL using essential flags for redirects, authentication, retries, and resumable downloads in production scripts.

by Ke13 min read

How to Scrape Emails from a Website using AI

Discover how to scrape emails from websites, directories, and PDFs using AI tools. Boost your sales strategy with efficient email scraping techniques.

by Shuai Guan9 min read

How to Extract a List of URLs from a Domain with AI?

Thunderbit uses AI to extract every internal URL from a website—no code needed—saving hours on audits, research, and lead generation.

by undefined9 min read

Best Practices for Competitor Price Intelligence Solution

Competitor price intelligence with Thunderbit enables teams to automate data collection, analyze pricing trends, and quickly execute winning strategies.

by Shuai Guan8 min read

How to Scrape Google Maps Data with Python

Scrape Google Maps data using Python or instantly with Thunderbit’s AI-powered no-code scraper for accurate, compliant lead generation and automation.

by Ke14 min read

How to Automate Dealer Location Tracking Across Hundreds of Websites

Build a reliable dealer-location tracking pipeline across hundreds of websites with source discovery, reusable extraction patterns, entity matching, and change alerts.

by Ke11 min read

How to Set Up Axios Proxy for Node.js (Yes, Even HTTPS)

Learn how to configure Axios proxies for HTTP and HTTPS traffic, including environment settings, rotation patterns, CONNECT behavior, and troubleshooting.

by Ke13 min read

Set Up Rotating Proxies in Puppeteer Without Getting Banned

Set up rotating proxies in Puppeteer with three practical strategies, bounded retries, health tracking, and safer credential handling for reliable automation.

by Ke11 min read

How to Set Up a Custom Proxy in Scrapy (Production-Ready)

Build production-ready Scrapy proxy middleware with secure credential management, fault-tolerant rotation, explicit retry logic, and measurable health checks.

by Ke12 min read

AI Programs for Business: A Workflow-First Evaluation Framework

Use this workflow-first framework to evaluate business AI by decision, data, governance, human review, system ownership, and measured outcomes—without stale adoption, ROI, or future-prediction claims.

by Shuai Guan6 min read

I Tested 4 Ways to Scrape Amazon Best Sellers with Python and ...

Compare four methods for scraping Amazon Best Sellers in 2026, ranging from Python scripts to no-code AI tools. Learn how to handle anti-bot measures and lazy loading to extract competitive pricing and trend data into your spreadsheet.

by Fawad Khan12 min read

A Step-by-Step Guide on How to Extract Text From Website

Extract text from any website in seconds with Thunderbit’s AI-powered scraper. Automate data extraction, save hours, and export to Sheets or Excel easily.

by Shuai Guan8 min read

10 Practical Lead Prospecting Strategies to boost your revenue

Boost revenue with proven lead prospecting tactics; use Thunderbit to automate scraping, qualify leads, and streamline outreach at scale.

by Shuai Guan13 min read

Web Scraping Python Guide: Learn Through Real Examples

Python is the go-to language for web scraping, but Thunderbit makes it easier for anyone to extract web data without code or maintenance.

by Shuai Guan13 min read

How to Analyze Competitors' Website Traffic for Insights

Analyze competitor website traffic for actionable insights using tools like SimilarWeb and automate deeper data extraction with Thunderbit’s AI-powered scraper.

by Shuai Guan7 min read

Automated Airbnb Scraping: Get Property Insights Instantly

Extract Airbnb listings and pricing data in 2026 using Python or no-code AI tools. Learn to bypass anti-bot defenses and handle dynamic page content.

by Fawad Khan16 min read

Common Data Entry Mistakes and How to Avoid Them

Discover the most common data entry mistakes and learn how to avoid them using smart tools like Thunderbit to improve accuracy and efficiency.

by Shuai Guan9 min read

How to Find Trending Sounds on TikTok Before They Peak

Identify emerging TikTok trends before they peak by tracking sound velocity and breakout momentum. Follow this repeatable 2026 workflow to improve reach.

by Fawad Khan12 min read

Lead Management Explained: Everything You Need to Know

Master lead management with this guide—learn strategies, tools, and best practices to capture, track, and convert more sales leads

by Shuai Guan9 min read

How to Research Competitor Ads: A Complete Analysis Guide

Research competitor ads using official transparency resources and a documented, responsible analysis workflow.

by Shuai Guan12 min read

How to Use cURL With a Proxy (And Fix Common Errors)

Learn how to configure cURL with HTTP, HTTPS, and SOCKS5 proxies in 2026, including environment variables, verification, and common error fixes.

by Ke12 min read

Datacenter Proxy API: How to Manage Proxies Programmatically

Learn to manage datacenter proxy infrastructure programmatically, from control-plane APIs and allowlists to resilient adapters and usage monitoring.

by Ke14 min read

Best Practices for MAP Pricing Compliance: A Complete Guide

Thunderbit automates MAP pricing compliance with AI-powered tools, helping brands protect value, prevent violations, and monitor online prices efficiently.

by Shuai Guan9 min read

A Beginner’s Guide for Financial Advisors to Buying Life Insurance Leads

Master buying and sourcing free life insurance leads and boost conversions with Thunderbit’s automated lead generation for advisors.

by undefined10 min read

Effective Techniques: How to Find Out Where Someone Works

Thunderbit streamlines finding out where someone works using AI-powered web scraping, automating research for recruiting, sales, and compliance needs.

by Shuai Guan8 min read

Ecommerce Price Monitoring Tools in 2026: APIs and Web Scrapers

Stay ahead in ecommerce with the right price monitoring tool. Learn how web scrapers and platforms help track prices

by undefined13 min read

How to Master Web Scraping with Ruby & AI: No Code Needed

Web scraping with Ruby lets devs automate data collection using tools like Nokogiri; Thunderbit offers a no-code alternative for fast, AI-powered scraping.

by Shuai Guan8 min read

How to Implement Minimum Advertised Price Monitoring Efficiently

Efficient MAP monitoring protects your brand by automating price tracking across retailers; Thunderbit uses AI to make MAP enforcement fast and accurate.

by Shuai Guan8 min read

From webpage to spreadsheet

Describe what you need — Thunderbit's AI Agent scrapes it and exports to Excel, Google Sheets, Airtable, or Notion. Free to start.

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