Knowledge Base

Find answers to your questions about data scraping, lead generation, and Thunderbit features. Your go-to knowledge base for mastering data entry and web scraping.

I Ran Playwright and Puppeteer Through the Same Scraping Tests

Most "Playwright vs Puppeteer" posts start from the assumption that one of them has to be the better scraper. That framing is doing a lot of unearned work. I...

by Ke11 min read

How to Master Web Scraping for Price Comparison in 2026

Thunderbit’s AI tool makes price data scraping, analysis, and tracking fast and accurate—helping e-commerce teams make smarter decisions.

by Shuai Guan9 min read

15 Field Sales Tools: Choose by Territory, Visit, and Service Workflow

Compare 15 current field sales tools by lead research, territory management, routing, retail execution, CRM, field service, and dispatch—without stale pricing or rankings.

by Shuai Guan13 min read

Playwright Review: JavaScript Rendering on Chromium, With the Crawl Layer Left to You

Playwright is Microsoft's browser-automation framework: an Apache-2.0, TypeScript-first library that launches a real browser, drives it through one API, and...

by Ke13 min read

How to Track Price History on Amazon: A Step-by-Step Guide

Thunderbit automates Amazon price history tracking with AI-powered web scraping, custom data export, and scheduling—ideal for shoppers and ecommerce teams.

by Shuai Guan9 min read

How to Perfectly Execute Bulk Compose Outreach Emails

Thunderbit uses AI to automate and personalize bulk compose email outreach, turning web data into segmented lists for higher campaign engagement and efficiency.

by Shuai Guan8 min read

What Is a Business Lead? Definition, Types, and Examples

Learn what business leads are, why they matter in B2B sales, and how tools like Thunderbit, RocketReach and Seamless help you find and qualify top prospects.

by undefined8 min read

How to Get Telemarketing Data Without Third-Party Providers

Thunderbit collects compliant telemarketing data from public sites with automated traceability, risk grading, and consent checks—no third-party lists needed.

by Shuai Guan10 min read

Top 10 Amazon Price Scrapers for Ecommerce Data Extraction

Compare the top 10 Amazon price scrapers for ecommerce in 2026. See how Thunderbit’s AI-powered tool streamlines Amazon data extraction for better pricing strategy.

by Shuai Guan13 min read

What is Contact List and How to Build a Contact List With Automation

Contact lists are essential for sales and marketing, and Thunderbit automates their creation—saving time, improving accuracy, and scaling your outreach fast.

by Shuai Guan13 min read

How to Master JavaScript Crawling: A Beginner’s Guide

Beginner’s guide to JavaScript crawling—learn challenges, tools, and how Thunderbit makes scraping dynamic sites simple and fast.

by Shuai Guan13 min read

15 Data Extraction Tools for Web Data, APIs, and Data Pipelines

Compare 15 current data extraction tools by workflow: no-code web data, scraping APIs, GTM automation, and governed data pipelines.

by Shuai Guan18 min read

What Is Data Aggregation? Key Benefits for Businesses and Teams

Data aggregation summarizes data from multiple sources for clarity and speed; Thunderbit automates this to boost team accuracy and collaboration.

by Shuai Guan9 min read

Facebook Scraper GitHub: What Still Works and What Doesn't

Review the current state of Facebook scraper repositories, platform risks, and lower-risk official or non-Meta alternatives.

by Ke10 min read

How to Effectively Search Twitter Lists: A Complete Guide

Thunderbit simplifies Twitter List research by automating data extraction, enrichment, and scheduled updates for lead generation, trend tracking, and analysis.

by Shuai Guan9 min read

I Benchmarked Colly on 17 Pages With No Browser Attached — Here's What "Fast Go Scraper" Actually Means

Search "Colly" and the first adjective is always the same one: fast. Fast Go crawler, fast because it compiles, fast because there's no browser in the way. A...

by Ke13 min read

15 Best Mobile Proxies for Web Scraping in 2026: Bypass Any Anti-Bot

Mobile proxies help you scrape Amazon and other tough sites without bans; Thunderbit offers an AI tool that eliminates proxy setup entirely.

by Shuai Guan13 min read

Is Web Scraping Legal in the US? What the Law Actually Says

A 2026 business guide to U.S. web scraping law: what’s generally allowed, what creates risk, key cases, privacy rules, AI scraping issues, and practical best practices for scraping public data responsibly.

by Fawad Khan12 min read

BeautifulSoup in 2026: The Friendliest HTML Parser Is Also the Slowest (by 12–17x)

BeautifulSoup is the library almost everyone reaches for the first time they scrape a web page in Python, and it is genuinely the slowest of the serious HTML...

by Ke16 min read

Understanding What Are Crawlers and How They Work

Thunderbit uses AI-powered crawlers to automate web data extraction, making it easy for businesses to gather and utilize online information efficiently.

by Shuai Guan9 min read

What Is Data Ingestion? Understanding the Basics and Process

Data ingestion collects and loads data from various sources for analysis; Thunderbit simplifies this process with AI web scraping and no-code tools.

by Shuai Guan12 min read

How to Easily Find Videos on Twitter: A Step-by-Step Guide

Effortlessly find and organize Twitter videos using advanced search strategies and Thunderbit’s AI-powered web scraper for streamlined video research.

by Shuai Guan8 min read

Top 12 Pricing Tracking Tools in 2026

Track competitor and vendor prices with ease using Thunderbit and other top 2026 pricing tracking tools without code or scripts.

by Shuai Guan12 min read

newspaper4k Returned Output on 22/22 Controlled Article Fixtures

Across one annotated, article-oriented fixture set, newspaper4k produced output on all 22 fixtures, recovered 98.65% of scored article units, and included no...

by Ke10 min read

Is Scraping Google Maps Legal? What Google's Terms and Courts Say

Scraping public Google Maps data may lower U.S. CFAA risk, but Google’s terms prohibit bulk extraction. Learn the legal, privacy, and ToS risks.

by Ke14 min read

How to Find Social Media by Phone Number: A Complete Guide

Thunderbit streamlines finding social media profiles by phone number, offering AI-powered scraping, data enrichment, and seamless bulk processing.

by Shuai Guan12 min read

Google Maps Scraper GitHub: What Works, What Breaks in 2026

Compare the best Google Maps scraper options for 2026. Learn how to weigh GitHub repositories, official APIs, and no-code tools for your lead generation.

by Ke14 min read

What are AI Agents? How It Works and How to Use it

AI agents are autonomous tools that act on goals without micromanagement; Thunderbit uses Agent AI to automate tasks like data scraping and CRM updates.

by Shuai Guan10 min read

How to Use to Scrape a Web Page: A Beginner’s Guide

Learn how to scrape a web page with Python. Discover business use cases and compare Python scraping to Thunderbit’s no-code tool.

by Shuai Guan9 min read

What Is Hotel Lead Generation? A Complete Industry Guide

Thunderbit helps hotels automate lead generation by extracting guest and event data, enabling faster bookings and better targeting using AI-powered tools.

by Shuai Guan8 min read

90 Lead Generation Statistics for 2026: Benchmarks, Costs, Conversion Rates, and AI Trends

Lead generation is evolving fast—Thunderbit helps you stay ahead with AI tools and stats that reveal what drives leads, conversions, and lower CPL.

by Shuai Guan13 min read

lxml, Reviewed: The XPath Engine That Still Out-Muscles Every Python Parser

Every few months a faster HTML parser shows up, the benchmarks make the rounds, and someone declares the old guard obsolete. Then you go to select every para...

by Ke17 min read

What Is a Web Scraper for Chrome? An In-Depth Explainer

A web scraper for Chrome lets you extract website data without coding; Thunderbit’s AI-powered extension offers secure, user-friendly automation for business.

by Shuai Guan8 min read

What Is Outbound Outreach? Essential Guide for Professionals

Outbound outreach drives pipeline growth and new business; Thunderbit automates lead research, data extraction, and segmentation for targeted outreach.

by Shuai Guan9 min read

20 Best AI Sales Agent Tools to Boost Revenue in 2026

AI sales tools automate lead gen, enrichment, and outreach to grow revenue faster; Thunderbit simplifies web scraping for instant, no-code prospect lists.

by Shuai Guan18 min read

Top 10 Python Web Scraping Libraries & an AI Alternative

Python offers powerful libraries like Scrapy and Playwright for scraping, but Thunderbit delivers fast, no-code AI web scraping for any user.

by Shuai Guan9 min read

Programming Languages for Web Scraping: Which One Fits Your Project (2026)

Python leads for ease and library support, while Go and Node.js excel in speed and dynamic content; Thunderbit offers a no-code scraping solution.

by Shuai Guan11 min read

How to Extract Audio from Video | 10 Best Tools

Extract audio from video easily with top tools for any skill level; use Thunderbit for bulk automation and full-scale data extraction.

by Shuai Guan13 min read

Automating Forms: The Complete Guide to Smarter Processing

Automating forms reduces errors, saves hours weekly, and improves compliance; Thunderbit streamlines form workflows with AI-powered automation.

by Shuai Guan12 min read

Botasaurus Review: A 4 MB Driver, a 122 MB Install, and the 0.08 ms Number You Shouldn't Quote

Botasaurus is a Python web-scraping framework from Omkar Cloud that bills itself as an all-in-one kit for building scrapers. You write a plain function, deco...

by Ke24 min read

How to Use Web Scraper Pagination for Efficient Extraction

Web scraper pagination ensures full data extraction across multiple pages. Thunderbit automates it with AI for complete, accurate, and effortless results.

by Shuai Guan9 min read

Unlock Key Information Extraction for Workflow Efficiency

Key information extraction turns PDFs, forms, and web pages into structured data fast; Thunderbit automates it with AI—no coding needed.

by Shuai Guan9 min read

cheerio Took 2.9 Seconds on a 10 MB Page in Node

On one machine, cheerio in Node parsed and extracted titles plus hrefs from a 10 MB synthetic HTML document in 2,927.89 ms. selectolax, running through CPyth...

by Ke11 min read

10 Walmart Seller Tools I Actually Recommend

Compare 10 effective Walmart seller tools for 2026, categorized by data accuracy, pricing, and use case. Build a stack that delivers real-time results.

by Ke14 min read

Convert Images to Excel: JPG to Word and Text Guide

Thunderbit uses AI and Markdown pre-processing to convert images like JPGs into structured Excel, Word, or text files with accurate tables and fields.

by Shuai Guan9 min read

How to Crawl All Links on Website: A Comprehensive Guide

Thunderbit enables anyone to crawl all links on a website, export structured data to Excel or Sheets, and categorize URLs—no coding required.

by Shuai Guan12 min read

Top 11 Price Comparison Software Tools for 2026

Price comparison software helps users find the best deals and businesses monitor competitors; Thunderbit offers AI-powered web scraping for custom price data.

by Shuai Guan10 min read

What Web Crawlers Are and How They Transform Data Access

Web crawlers automate data collection and indexing; Thunderbit lets anyone extract structured web data easily with AI, no coding or tech skills needed.

by Shuai Guan8 min read

Best Practices for Handling Web Scraping Cookies Safely

Thunderbit automates web scraping cookie management, ensuring secure, reliable data extraction and compliance without manual setup or coding hassles.

by Shuai Guan8 min read

How to Do Web Scraping Without Getting Blocked in Python

Dodge Python scraping blocks with proxies, headers, and delays—or use Thunderbit’s AI extractor that adapts, navigates subpages, and lowers block risks.

by Shuai Guan12 min read

15 Best Sales Enablement Tools for Small Business Owners

Thunderbit helps small businesses automate lead discovery and data entry so they can focus on selling, not spreadsheets.

by Shuai Guan16 min read

What Are Realtor Com Real Estate Leads and Why They Matter?

Thunderbit streamlines extraction and organization of Realtor.com real estate leads, using AI-powered scraping to boost agent efficiency and conversion rates.

by Shuai Guan8 min read

Top 10 Best Skills for OpenClaw to Master in 2026

Guide to the top 10 OpenClaw skills for 2026 with usage tips, security, and cost control. Thunderbit helps teams automate smarter and safer.

by Shuai Guan9 min read

Process Automation for Web Scraping: RPA vs AI Agents

Process automation streamlines web scraping, but Thunderbit's AI agent beats RPA on speed, flexibility, and ease for dynamic websites.

by Shuai Guan12 min read

Lightweight OpenClaw Alternatives for a Minimal Install

OpenClaw lightweight alternatives offer minimal install and resource use; Thunderbit seamlessly integrates for efficient web data extraction in any AI workflow.

by Shuai Guan9 min read

11 Web Scraping APIs I've Worked With: An Honest Breakdown (2026)

I compared 11 web scraping APIs—including Thunderbit, Oxylabs, Apify, and ScrapingBee—to help you choose the right no-code, API, custom, or managed workflow.

by Shuai Guan6 min read

Browsertrix Crawler Review: It Archives What the Browser Did, Not What the Code Says

Browsertrix Crawler is Webrecorder's archiving crawler: one Docker image that drives a real Chromium through Puppeteer, records everything that browser fetch...

by Ke17 min read

OpenClaw for Social Media Marketing: 2026 Beginner Guide

OpenClaw redefines social media automation with programmable workflows; Thunderbit enables data-driven feedback and insights to enhance your automation strategy.

by Shuai Guan9 min read

How I Summarize Web Pages Online in a Few Simple Steps

Thunderbit uses AI-powered summarization to turn complex web pages into concise, structured data, saving businesses time and boosting productivity.

by Shuai Guan9 min read

How to Rip a Website: A Step-by-Step Guide for Easy Data

Rip website data into structured spreadsheets with Thunderbit’s AI-powered scraper for fast, legal extraction—no coding, easy exports, and ethical use.

by Shuai Guan9 min read

How to Store Location Data: Essential Methods and Tools

Thunderbit helps businesses collect, clean, and store location data easily with AI, enabling secure, actionable insights without technical expertise.

by Shuai Guan8 min read

GitHub `pushed_at` Misled on 14 of 35 Scraping Repositories; Bots Were Confirmed on Three

GitHub's repository page exposes pushedat, a timestamp that can move when any branch receives a push. That can diverge from the newest commit on the default...

by Ke18 min read

What are Targeted Leads and How to Generate More in 2026

Targeted leads are prospects who closely match your ideal customer profile; use Thunderbit’s AI tools to efficiently generate high-quality, conversion-ready leads in 2026.

by Shuai Guan12 min read

60 Pinterest Statistics You Should Know in 2026

Pinterest is booming in 2026, driving positive engagement and high ROI for brands. Thunderbit lets you easily scrape Pinterest stats and trends with AI.

by Shuai Guan9 min read

List of Crawlers: 2026 Guide to Known Bots and IPs

Thunderbit AI streamlines crawler detection, blocks imposters, and maintains clean analytics through automated compliance.

by Shuai Guan8 min read

What is Screen Scraping and How to Use AI to Do It

Unlock fast AI screen scraping and data extraction with Thunderbit, the AI-powered Chrome extension web scraper. Try smarter data scraping today.

by undefined8 min read

Twitter (X) Statistics 2026: Users, Demographics, Ads, and Brand Trust

X has low engagement, cheap ads, and strong news influence; Thunderbit helps analyze Twitter/X data fast for research or marketing.

by Shuai Guan9 min read

What Is Price Intelligence? Data-Driven Insights Explained

Price intelligence converts market and competitor data into better pricing decisions; Thunderbit offers no-code AI scraping and scheduled updates.

by Shuai Guan13 min read

Python Web Scraping: The Ultimate Guide in 2026

Python web scraping powers business data collection in 2025; Thunderbit offers an easier, no-code alternative to Python scripts for web scraping services.

by Shuai Guan18 min read

The Article Extractor That Doesn't Open a Browser — and Cleaned My Test Pages Anyway

Most of the scraping tools getting attention this year want to drive a browser. [trafilatura](https://github.com/adbar/trafilatura) doesn't. It's a pure-Pyth...

by Ke13 min read

What Is Dynamic Pricing and How Can It Boost Your Revenue?

Dynamic pricing adjusts rates in real time based on demand and data; Thunderbit helps automate variable prices to increase revenue and stay competitive.

by Shuai Guan13 min read

How to Leverage AI in Notion for Enhanced Productivity

Boost Notion productivity with built-in AI features and seamless Thunderbit integration, enabling automated data collection, organization, and workflow automation.

by Shuai Guan9 min read

What Are Sales Leads and How to Find Ones That Actually Convert

Learn how to use Thunderbit to generate high-quality sales leads, qualify prospects, and boost lead conversion.

by undefined10 min read

Is Web Scraping Illegal? Understanding the Legal Implications

Web scraping is not always illegal — but the rules depend on your data, your region, and your purpose. Here is what teams need to know to stay safe.

by Shuai Guan9 min read

What Is Screen Scraping? Learn How to Screen Scrape Easily

Screen scraping extracts data from visual interfaces when no API is available; Thunderbit’s AI-powered tool streamlines and automates the process.

by Shuai Guan8 min read

Understanding AI Prospecting: Tools, Benefits, and Use Cases

AI prospecting uses artificial intelligence to automate lead discovery, scoring, and personalized outreach; Thunderbit streamlines this process for sales teams.

by Shuai Guan11 min read

html2text Is 0.2 MiB and One Package. It's Also GPL-3.0.

html2text installs one package taking 0.2 MiB — nine times smaller than the nearest Python alternative and forty times smaller than the Node one. It complete...

by Ke11 min read

How to Extract and Analyze Amazon Sales Data Effectively

Thunderbit enables Amazon sellers to automate sales analytics, extract granular data, and transform insights into predictive, growth-driven business strategies.

by Shuai Guan9 min read

What Is AI That Can Read Links? Exploring Its Functions

Thunderbit uses AI to read web links, extracting structured data for sales, marketing, and ecommerce teams without manual copy-paste or coding.

by Shuai Guan9 min read

Live Web Crawling with AI: A Quick Guide

Get real-time web data with AI-powered live crawling. Track prices, leads, and trends instantly—no code needed. Try Thunderbit for fast, easy scraping.

by Shuai Guan9 min read

What Makes AI Agentic—And Why It’s Transforming Your Job

Agentic AI acts with intent to achieve goals autonomously; Thunderbit brings this power to web automation with adaptable, no-code AI agents.

by Shuai Guan16 min read

Scrapling's Adaptive Selectors, Tested: What They Actually Recover After a Redesign

Adaptive selectors get credited to the wrong tools all the time. Half the scraper comparisons I read pin "survives a website redesign" on some big AI crawler...

by Ke10 min read

Top 15 Automated Lead Generation Software in 2026

Automated lead generation tools save time and boost conversion rates; Thunderbit turns any website into leads with AI-powered web scraping.

by Shuai Guan13 min read

A Comprehensive Guide to Web Scraping in Mobile Apps

Mobile app scraping extracts hidden app data for competitive advantage; Thunderbit's AI web scraper makes this process easier, faster, and code-free.

by Shuai Guan11 min read

OpenClaw Pricing in 2026: Real Costs, Plans, and Hidden Fees

OpenClaw is open-source and free to install, but real costs come from infrastructure and API usage. Thunderbit guides you through transparent pricing choices.

by Shuai Guan11 min read

Top 5 New Zealand Proxies for Secure Browsing in 2026

Thunderbit offers agentic web scraping with secure NZ proxies. Explore the top five Kiwi proxy solutions for privacy, compliance, and actionable business insights.

by Shuai Guan9 min read

MAP Price Monitoring Software: What It Is and Why It Matters

MAP price monitoring software tracks public prices to prevent undercutting; Thunderbit lets you automate MAP checks without coding or manual effort.

by Shuai Guan11 min read

Top 10 No-Code AI Tools for 2026 to Boost Efficiency

The top 10 no-code AI tools for 2026 are reviewed, highlighting Thunderbit’s AI-powered web scraping for fast, accurate, code-free data extraction.

by Shuai Guan11 min read

What Is Data Harvesting? AI-Driven Collection in 2026

Learn what data harvesting is, how AI scrapers work, and why it matters for businesses in 2026

by undefined8 min read

A Mid-Body Stall Escapes a Common requests Timeout Handler

Point it at a server that sends its status line and headers immediately and then stalls before the body. The read times out. The guard does not fire. The exc...

by Ke9 min read

Top 17 Website Scraping Tools in 2026

Thunderbit leads the top website scraping tools of 2026 with fast, no-code AI extraction built for business users: no coding, just clean data.

by Shuai Guan13 min read

80 Vital TikTok Statistics for 2026

Get key TikTok statistics for 2026, covering users, engagement, creators, and ads; Thunderbit helps teams analyze TikTok data faster for decisions.

by Shuai Guan9 min read

How to Achieve Automated Data Labeling with Machine Learning

Automated data labeling using machine learning accelerates model development and boosts accuracy; Thunderbit enables no-code, scalable labeling workflows.

by Shuai Guan9 min read

Find Anything on a Web Page: A Simple Step-by-Step Guide

Thunderbit streamlines web page search, extraction, and organization with AI-powered tools—saving business users hours on manual data tasks.

by Shuai Guan8 min read

Is Web Scraping Legal in Korea? What Non-Lawyers Need to Know

Web scraping is not inherently illegal in Korea. Learn the legal framework for scraping public data in 2026 and how to balance civil and criminal risks.

by Fawad Khan14 min read

What Is Data Scraping and How to Do It in 2026

Discover the evolution of data scraping with AI-driven tools. Learn how modern web scrapers and Chrome extensions enhance data collection efficiency.

by undefined13 min read

What Are Web Crawlers? Understanding Their Role in SEO

Web crawlers power search engine visibility and SEO; Thunderbit offers AI-driven web scraping for business users needing fast, targeted, and compliant data.

by Shuai Guan12 min read

Data Collection in 2026: Best Practices, Tools, and Compliance Tips

Use AI-powered data collection tools in 2026 to automate web scraping and enrichment, featuring Thunderbit’s intuitive no-code solution.

by Shuai Guan9 min read

How to Write a Reach Out Email Template That Gets Replies

Boost cold email reply rates by crafting data-driven, personalized outreach using Thunderbit’s AI scraper to gather real context and automate email workflows.

by Shuai Guan9 min read

How to Optimize Apollo Lists for Effective Lead Management

Thunderbit keeps Apollo lists fresh with AI-powered scraping—sync, enrich, and expand your leads in real time for higher sales productivity.

by Fawad Khan7 min read

What Is Data Scraping: From Manual Copy-Paste to AI Automation

Discover what is data scraping and its meaning for your business. Compare top data scraping tools with Thunderbit’s AI automation.

by undefined12 min read

Top 15 Price Monitoring Software to Drive Your Business in 2026

Price monitoring software automates competitive pricing intelligence; Thunderbit helps ecommerce teams track prices and export data without code.

by Shuai Guan11 min read

How to Crawl Websites: A Step-by-Step Beginner’s Guide

Thunderbit enables anyone to crawl websites without coding, using AI to extract, automate, and export web data quickly for business and research needs.

by Shuai Guan8 min read

PyQuery Adds jQuery Syntax With No Decision-Relevant Selector Overhead in This Benchmark

PyQuery puts a jQuery-style API over lxml. Across five page sizes from 1 KB to 10 MB, all five displayed medians were lower than raw lxml's, including a 1.5%...

by Ke10 min read

What Is Online Price Monitoring? A Comprehensive Guide

Online price monitoring helps businesses track, analyze, and act on market pricing data; Thunderbit offers fast, AI-powered automation with no coding required.

by Shuai Guan9 min read

How to Use Proxies in 2026: Types, Setup, and Pitfalls

Choose the right residential proxies in 2026 by evaluating IP freshness, geo-targeting, and ethical sourcing. Avoid bans using this expert guide.

by Ke16 min read

How to Track Amazon Price Drops Easily with These Tips

Track Amazon price drops effortlessly using Thunderbit’s AI-powered Chrome extension. Automate alerts, save money, and build custom price history in minutes.

by Shuai Guan9 min read

What Is Data Scraping? Comprehensive Guide and Applications

Data scraping turns web data into actionable insights for business. Thunderbit uses AI to simplify web scraping, no coding needed, boosting efficiency.

by Shuai Guan9 min read

What Does Leads Mean in Marketing and How to Get Them

Leads in marketing are potential customers who show interest; Thunderbit helps you generate and qualify leads faster with AI-powered automation.

by Shuai Guan8 min read

From Data to Decisions: AI Ecommerce Statistics That Matter

Explore the latest AI ecommerce statistics, market growth, adoption trends, and revenue impact. Learn how AI is transforming online retail in 2024.

by Shuai Guan10 min read

Best Strategies for Using Price Scraper Software in 2026

Thunderbit streamlines price monitoring with AI-powered scraping and seamless exports, helping businesses respond faster and optimize competitive pricing.

by Shuai Guan13 min read

How to Efficiently Manage Hotel Affiliate Monitoring

Hotel affiliate monitoring streamlines partner tracking and boosts revenue efficiency; Thunderbit’s AI automates data extraction and real-time analysis.

by Shuai Guan12 min read

How to Purchase Public Data Sets for Business Growth

Buy curated public data sets to boost leads, research, and efficiency; Thunderbit’s AI makes sourcing and integration fast, compliant, and code-free.

by Shuai Guan13 min read

How to Find Out Where Someone Works: A Step-by-Step Guide

Thunderbit’s AI-powered scraper automates finding where someone works by extracting employment data legally from company sites, directories, press releases, and more.

by Shuai Guan8 min read

How to Use Python to Pull Data from a Website

Thunderbit enables fast, no-code web data extraction for business users, while Python offers customizable solutions for scraping, cleaning, and analyzing website data.

by Shuai Guan13 min read

Home Depot Price Tracker: Build One Without Coding Skills

Home Depot’s prices change fast—Thunderbit lets ecommerce teams track SKUs, build price history, and automate alerts with zero code.

by Shuai Guan15 min read

How AI Is Changing E-Commerce and Its Future

AI is transforming ecommerce with smarter tools for sales, support, and personalization; Thunderbit helps teams automate and scale with no code required.

by Shuai Guan9 min read

How to Automate Hotel Sales Lead Management in 2026

Automate hotel sales lead capture and follow-up in minutes with Thunderbit—no tech skills needed, just faster bookings and fewer missed deals.

by Shuai Guan13 min read

How to Import Stock Prices in Google Sheets Easily

Import live stock prices to Sheets via formulas, APIs, or Thunderbit with scheduling support.

by Shuai Guan9 min read

goose3 Returned No Labeled Boilerplate. It Also Returned Nothing Twice.

Across the fixtures where a leak is even definable, goose3 returned 1.0000 content-token precision and zero contaminating tokens. Not one word of nav, ad, si...

by Ke11 min read

Online Retail Price Intelligence: Guide & Best Practices

Online retail price intelligence helps you track and act on competitor prices in real time; Thunderbit simplifies this with fast AI-powered scraping.

by Shuai Guan10 min read

2026 Guide to Qualified Leads: Definition, Types, and How to Get More

Qualified leads are contacts vetted to match your ideal customer profile, improving lead generation results; Thunderbit streamlines lead qualification and targeted outreach.

by Shuai Guan13 min read

What Is Extracting Information? Techniques and Benefits

Thunderbit uses AI to extract data from web pages, PDFs, and images, making information gathering fast, accurate, and accessible for business teams.

by Shuai Guan8 min read

What Is Manus AI Agent? How It Works and How to Use It

Manus AI Agent is a general-purpose AI that autonomously plans and executes tasks; Thunderbit offers a specialized, reliable alternative for web scraping.

by Shuai Guan13 min read

Amazon Scraper Python Tutorial: How to Extract Product Data

Amazon product data can be extracted with Python code for full control or instantly with Thunderbit’s no-code AI web scraper—no coding needed.

by Shuai Guan13 min read

How to Extract Hotel Data Effortlessly with Thunderbit

Thunderbit extracts hotel data like prices, reviews, and amenities quickly without coding, automating updates for analysis and competitive advantage.

by Shuai Guan8 min read

Top 10 Websites for Construction Leads You Can’t Ignore

Find the top 10 platforms for construction leads, from residential to commercial, and boost lead generation with Thunderbit’s AI-powered data extraction.

by undefined12 min read

How to Conduct a News Crawl Efficiently with Thunderbit

Thunderbit enables efficient news crawling with AI-powered tools, offering fast, no-code extraction, multi-language support, and instant data export for any user.

by Shuai Guan9 min read

How to Use ChatGPT for Website Scraping Effectively

ChatGPT can’t scrape websites directly, but paired with Thunderbit it helps analyze, clean, and turn scraped data into insights for business intelligence.

by Shuai Guan8 min read

Mortgage Leads Explained: What You Need to Know

Discover what mortgage leads are, how to find quality mortgage leads for sale

by Shuai Guan12 min read

Top 30 LinkedIn Lead Gen Strategies to Get More Leads

Python Web Crawler Explained: From Basics to Advanced

Python web crawlers scan and index websites for data; Thunderbit offers a no-code AI alternative for fast and scalable extraction.

by Shuai Guan12 min read

Is Web Scraping Legal in Europe? How to Scrape and Stay Safe

Is web scraping legal in Europe? Learn the regulatory requirements for 2026, including GDPR compliance, database rights, and how to stay safe from fines.

by Fawad Khan15 min read

EasyOCR Review: Strong Clean-Text Results, a Size Cliff, and a 1 GB CPU Process

EasyOCR is JaidedAI's ready-to-use OCR library for Python: pip install easyocr, two lines of code, and the text baked into an image comes back as strings. It...

by Ke19 min read

10 Must-Know Sales Tips Every Beginner Should Master

Master key sales tips to boost lead conversion, close deals faster, and grow revenue—Thunderbit helps automate and scale your sales process.

by Shuai Guan11 min read

15 Sales Data Platforms: Choose the Right Lead-Data Workflow

Compare 15 current sales data platforms by prospecting, contact data, enrichment, intent, live public-web research, and workflow ownership—without stale credit, price, or data-volume claims.

by Shuai Guan11 min read

What Is Data Verification? Ensuring Accuracy in Data Processes

Data verification ensures business data is accurate, complete, and actionable; Thunderbit uses AI to automate and simplify this crucial process for teams.

by Shuai Guan8 min read

6 Tools for Facebook Data Workflows: Options and Limits (2026)

Compare six tools and official access routes for Facebook-related workflows, with practical validation and responsible-use considerations.

by Shuai Guan10 min read

7 Free Proxies for Secure Browsing: What's Safe to Use (2026)

I tested 7 free proxies for privacy, speed, and security. Here's what's actually safe and usable in 2026.

by Shuai Guan9 min read

Top 8 Site Rip Tools for Easy and Fast Data Extraction

Site rip lets you download and extract website data into spreadsheets fast; Thunderbit uses AI to automate this with no coding needed.

by Shuai Guan10 min read

10 Food Data Scraping Services: What Restaurant Teams Actually Use (2026)

I reviewed 10 food data scraping services for menus, pricing, and review monitoring. Here's what delivers for food businesses in 2026.

by Shuai Guan13 min read

How to Leverage AI That Can Access the Internet

Thunderbit enables anyone to extract real-time web data using AI—no coding needed—powering faster insights, sales leads, and automated research workflows.

by Shuai Guan9 min read

What Is Python Code for Web Scraping? A Quick Guide

Python is widely used for web scraping, but Thunderbit offers an AI-powered, no-code solution for extracting data quickly and easily from any website.

by Shuai Guan8 min read

What Is An AI Web Browser? Functions, Examples, and Benefits

AI web browsers automate research, summarize web content, and save time; Thunderbit extracts and organizes website data with two-click AI-powered scraping.

by Shuai Guan9 min read

How to Use a Python HTML Parser: Step-by-Step Tutorial

Use a Python HTML parser like BeautifulSoup to extract web data fast; Thunderbit offers a no-code, AI-powered alternative for seamless scraping.

by Shuai Guan10 min read

What Is the Best Free AI Search Engine? Exploring Top Picks

Thunderbit uses AI to extract structured website data, while this guide compares top free AI search engines and explains their strengths for today’s users.

by Shuai Guan9 min read

What Is the Curl Command and How Does It Work?

The curl command automates data transfers between systems, and combining it with Thunderbit enables seamless web data scraping and integration.

by Shuai Guan8 min read

How to Master Apollo Prospecting: A Step-by-Step Guide

Apollo helps you find and engage leads at scale, while Thunderbit fills Apollo’s data gaps by scraping niche or fresh web contacts instantly.

by Shuai Guan13 min read

How to Export Leads: A Step-by-Step Guide for Beginners

Step-by-step guide for beginners to export leads quickly. Learn common challenges, best practices, and how Thunderbit’s AI scraper helps you capture and organize leads into Excel, Google Sheets, or your CRM.

by Shuai Guan9 min read

OpenClaw Subscription Pricing: What You’ll Pay Monthly

Openclaw’s real monthly cost depends on infrastructure, AI usage, and service choices. Thunderbit helps businesses track pricing trends and optimize automation ROI.

by Shuai Guan8 min read

How to Implement an Automated Data Entry System Effectively

Manual data entry is costly and error-prone; Thunderbit uses AI automation to streamline workflows, cut mistakes, and boost business productivity.

by Shuai Guannull min read

70 Live Streaming Statistics to Know in 2026

Thunderbit breaks down 2026 live streaming stats, industry trends, and regional insights to boost marketing, sales, and e-commerce strategies.

by Shuai Guan8 min read

Understanding the Benefits of Data Automation for Businesses

Data automation streamlines data collection, reduces errors, and cuts costs; Thunderbit makes automation simple with AI-powered web scraping.

by Shuai Guan8 min read

What Are Telemarketing Data Providers and How to Choose One

Thunderbit uses AI-powered web scraping to deliver fresh, accurate telemarketing leads, enabling compliant, efficient, and customizable sales outreach.

by Shuai Guan8 min read

What Is a Warm Lead? Unlock Sales Opportunities Today

Warm leads are engaged prospects who convert faster; Thunderbit’s AI finds, scores, and updates warm leads to streamline your sales process efficiently.

by Shuai Guan8 min read

What Is a Get Alert When Website Changes Tool? Explained

Get instant alerts on key website changes with Thunderbit’s AI-powered monitoring. Stay ahead of competitors and automate updates, no coding required.

by Shuai Guan9 min read

12 Sales Techniques for Today’s Market: Practical Guide

Boost close rates with 12 proven sales techniques and tactics; Thunderbit helps modern teams personalize, scale, and sell smarter.

by Shuai Guan16 min read

What Is a Python Scrapper? Unveiling Its Capabilities & Uses

Python scrappers automate web data extraction, but Thunderbit offers AI-powered scraping with no coding, easy exports, and real-time data enrichment.

by Shuai Guan10 min read

What Is POI Data? Understanding Its Value in Business

POI data powers smarter business decisions across retail, real estate, and logistics; Thunderbit’s AI scraper makes POI extraction fast and effortless.

by Shuai Guan9 min read

How to Easily Copy a Table from Website to Excel

Copy tables from any site to Excel in two clicks—no code needed. Thunderbit’s AI Chrome extension automates web data extraction, supports multiple languages, and saves hours each week.

by Shuai Guan8 min read

Customer Acquisition: Definition, Use Cases, and Best Practices

Customer acquisition is winning new customers through targeted outreach and lead gen; Thunderbit boosts this by automating web data collection with AI.

by Shuai Guan9 min read

Top 8 AI Job Scraping Software You Should Know in 2026

Job scraping software automates job data collection from any site; Thunderbit lets HR teams do it in two clicks with AI-powered accuracy and speed.

by Shuai Guan11 min read

What Is Data Entry and How to Automate It

Data entry means inputting information into digital systems; Thunderbit automates data entry for faster, more accurate results—no tech skills needed.

by Shuai Guan18 min read

Top 14 Actionable Sales Intelligence Tools in 2026

AI-powered sales intelligence tools like Thunderbit deliver real-time insights and lead data to boost B2B outreach and automate research in 2026.

by Shuai Guan9 min read

8 Shopify Scraper Chrome Extensions I Actually Tested

Compare the top 8 Shopify scraper Chrome extensions of 2026 based on data depth, ease of use, and anti-bot capabilities.

by Shuai Guan14 min read

What Is Lead Capture and How to Do It

Lead capture means collecting contact info from prospects; Thunderbit lets you do it at scale with AI—no coding, no forms, just fast results.

by Shuai Guan7 min read

15 Best Sales Chrome Extensions 2026: The AI Sales Shortlist

Explore 15 best Chrome extensions for sales to improve prospecting, email tracking, CRM, and team workflows.

by Shuai Guan12 min read

Buy Location Data: Cell Phone Location Insights Explained

Buying cell phone location data gives anonymized insights into device movements and behaviors; Thunderbit supplements this with real-time web context.

by Shuai Guan13 min read

Top 10 Brand Monitoring & Social Listening Tools 2026

The best brand monitoring and social listening tools in 2026 help teams track mentions, analyze sentiment, and protect reputation across channels with Thunderbit.

by Shuai Guan10 min read

chromedp Review: A Real Browser Still Needs the Right Readiness Condition

chromedp is a pure-Go library, MIT-licensed, that drives a real Chrome over the Chrome DevTools Protocol. It reads the DOM after the page's JavaScript runs f...

by Ke17 min read

What is CRM? Meaning, Features, Benefits, and Best Practices

CRM helps businesses manage customer interactions in one place; Thunderbit automates data entry and keeps your CRM leads fresh and complete.

by Shuai Guan13 min read

What Is Data Scraping & Web Data Extraction?

Thunderbit simplifies web data extraction with AI-powered features for fast, code-free scraping, making data collection efficient for any business team.

by Shuai Guan8 min read

What Is Inbound Sales: Definition and Best Practices

Inbound sales converts engaged prospects into customers through fast, personalized outreach; Thunderbit automates lead enrichment to boost results.

by Shuai Guan13 min read

15 Shared Proxy and Web Data-Collection Tools by Workflow

Compare 15 current proxy and web data-collection tools by operating model, source governance, and technical ownership—without stale pricing, pool-size, performance, or ranking claims.

by Shuai Guan18 min read

Is Scraping Facebook Legal? What the Courts Actually Say

Understand the legal risks of scraping Facebook in 2026. Review current court rulings, privacy regulations, and the distinction between TOS and law.

by Ke17 min read

Is Scraping Instagram Legal? Risks and Grey Areas

Is scraping Instagram legal? Learn the platform rules, privacy risks, Bright Data nuance, and lower-risk ways to collect public web data.

by Ke15 min read

Puppeteer 24.16 Review: Chrome-First Browser Automation Without Crawl Orchestration

Puppeteer is Google's Node library for driving a real Chrome from JavaScript — you write the automation, the Chrome DevTools Protocol carries the commands, a...

by Ke14 min read

What Is an HTTP Proxy? Types, Uses, and How It Compares to a VPN

Understand how HTTP proxies work, how CONNECT tunneling differs from forwarding, and how HTTP proxies compare with SOCKS5 and VPNs.

by Ke7 min read

nodriver Review: A Tiny CDP Driver That Won't Import on Python 3.14

nodriver is a Python browser-automation library from ultrafunkamsterdam, the author behind undetected-chromedriver, and it bills itself as that project's suc...

by Ke22 min read

Understanding AI Agent Statistics: From Accuracy to Scalability

Explore key AI agent statistics for 2026, including adoption, accuracy, scalability, and business impact.

by Shuai Guan13 min read

jusText's Threshold Cliff on a Short-Paragraph Fixture

On a document whose longest paragraph is 151 characters, jusText at its defaults returns zero characters. Not a partial extraction — an empty string. Lower o...

by Ke11 min read

Docling Review: What IBM's Document-to-Markdown Converter Actually Does to Your PDFs

Docling keeps getting filed next to web scrapers, and it isn't one. It's a document-conversion toolkit from IBM Research — now an [LF AI & Data Foundation](h...

by Ke16 min read

How to Extract Data from Bing Search: A Detailed Tutorial

Thunderbit lets you scrape Bing search results effortlessly for SEO, lead gen, and market insights, with AI-powered fields, scheduling, and easy exports.

by Shuai Guan7 min read

selectolax, Measured: A Fast HTML Parser That Beats BeautifulSoup and Ties lxml

Every "fastest Python HTML parser" post eventually names [selectolax](https://github.com/rushter/selectolax), and every one of them rounds the story off at "...

by Ke15 min read

Scrapy 2.17 Review: It Skips the Browser and Calls the API

Scrapy gets filed under "can't handle modern websites" because it doesn't run JavaScript. That reputation is backwards. Not rendering the page is the entire...

by Ke13 min read

What Is the GoFullPage Extension and How Does It Work?

Go Full Page captures entire web pages as screenshots for archiving or sharing, while Thunderbit extracts structured data for actionable insights.

by Shuai Guan9 min read

The Most Popular HTML-to-Markdown Library Doesn't Convert Tables

turndown was the most-starred of the four tested libraries at the metadata snapshot, with 11,386 GitHub stars. On the four shared HTML fixtures it produced z...

by Ke11 min read

Browser Automation Guide: Automate Website Actions Without Writing Code

Automate website actions like form filling and data scraping with AI-powered tools like Thunderbit—no coding needed, just click and go.

by Shuai Guan11 min read

ChatGPT Statistics 2026: Usage, Growth, and Key Trends

Get the latest 2026 ChatGPT user stats, trends, and adoption insights. Thunderbit helps businesses automate workflows and boost productivity with AI.

by Shuai Guan9 min read

How to Generate and Purchase High-Quality Plumbing Leads

Generate high-quality plumbing leads with AI-powered Thunderbit to cut costs, improve accuracy, and keep your sales pipeline full.

by Shuai Guan13 min read

Python Web Scraping: Tools & Smarter Alternative

Discover top Python and AI web scraping tools like Thunderbit that automate data collection for business use.

by undefined12 min read

Step-by-Step Guide to Web Scraping Using JavaScript

Web scraping with JavaScript automates data extraction from websites, while Thunderbit uses AI to deliver structured, reliable results with less maintenance.

by Shuai Guan12 min read

What Is a Cloud Crawler and How Does It Revolutionize Data?

Cloud crawlers process web data at scale with speed and flexibility; Thunderbit offers an AI-powered cloud crawler for efficient, automated data extraction.

by Shuai Guan8 min read

What Is a Social Media Scraping Tool and How Does It Work?

A social media scraping tool automatically collects public data like posts and profiles from platforms for analysis; Thunderbit offers a no-code solution for this.

by Shuai Guan10 min read

How to Start Building a Web Scraper: A Beginner’s Guide

Build web scrapers without coding using Thunderbit’s AI extension. Extract, clean, and export quality data in minutes—ideal for sales, ops, and marketing.

by Shuai Guan9 min read

What Is a Chrome Form Filler? Enhance Online Efficiency

Thunderbit is an AI Chrome form filler that automates complex, multi-step forms and bulk data entry, saving time and improving business workflow efficiency.

by Shuai Guan8 min read

How to Scrape Twitter Data Using Python: Step-by-Step Guide

Thunderbit offers fast no-code Twitter data scraping to bypass API limits and capture tweets, profiles, and trends. Python is great for customization, while Thunderbit adapts automatically to save businesses time.

by Shuai Guan13 min read

Understanding Hotel Data Analysis: What It Is and Why It Matters

Hotel data analysis is transforming hospitality; Thunderbit automates data extraction and analysis to boost guest satisfaction, pricing, and profitability.

by Shuai Guan8 min read

What Is Apollo Intent Data? Understanding Its Business Impact

Apollo intent data pinpoints in-market companies; Thunderbit adds real-time web insights for faster, smarter outreach.

by Shuai Guan9 min read

How to Find Someone's Email by Phone Number: A Quick Guide

Quickly match phone numbers to email addresses with Thunderbit’s AI-powered web scraper and keep your outreach accurate, secure, and GDPR-compliant.

by Shuai Guan8 min read

Amazon Product Matching: Key Concepts and Real-World Use Cases

Accurate Amazon product matching boosts visibility, sales, and ad performance; Thunderbit automates data collection for smarter selling decisions.

by Shuai Guan12 min read

Firecrawl Self-Hosted, Tested: What Six Containers Buy You in LLM-Ready Markdown

Most people file [Firecrawl](https://www.firecrawl.dev/) next to the scraping libraries — the `pip install`, write-a-script, done crowd. That framing is wron...

by Ke14 min read

Lead Conversion Rate Statistics: Benchmarks & Industry Averages

Discover the latest lead conversion rate statistics, industry benchmarks, and proven strategies to boost your sales and marketing results.

by Shuai Guan12 min read

Lead Extraction Guide: Meaning, Tools, and Tactics

Lead extraction turns online contact data into qualified leads fast; Thunderbit’s AI tool automates the process with one-click web scraping.

by Shuai Guan13 min read

Beginner’s Guide: How to Build an AI Agent Step-by-Step

Build an AI agent to automate tasks like data scraping or customer support with no code using Thunderbit; ideal for business users and beginners.

by Shuai Guan10 min read

List Building 101: What It Is, How It Works, and Real-World Examples

List building means collecting accurate, relevant contacts for your sales pipeline; Thunderbit automates this process, saving time and boosting lead quality.

by Shuai Guan13 min read

The Truth Behind Ecommerce Statistics: What Numbers Don’t Tell You

Uncover the real story behind ecommerce statistics. Learn what the numbers miss, key trends, and how to analyze data for smarter business decisions.

by Shuai Guan11 min read

Top 10 eBay Inventory Management Software in 2026

Thunderbit leads in AI-driven eBay inventory management for 2026, offering automated data collection, syncing, and competitive insights for sellers.

by Shuai Guan13 min read

10 eBay Seller Tools Ranked: What Resellers Actually Use

Compare the top 10 eBay seller tools of 2026 by features, pricing, and ease of use to help you build the right operations stack for your business.

by Ke12 min read

Top 10 Competitor Analysis Tools for E-Commerce in 2026

The top 10 tools for e-commerce competitor analysis in 2026 include Thunderbit’s AI web scraper, SEO platforms, and enterprise data solutions to keep you ahead.

by Shuai Guan9 min read

Top 14 Site Analysis Tools to Improve User Experience

Site analysis tools uncover UX issues, SEO gaps, and traffic drop-offs; Thunderbit helps automate insights extraction for smarter site optimization.

by Shuai Guan11 min read

6 Amazon Seller Chrome Extensions for Research, Sourcing, and Data Workflows

Compare six current Amazon seller Chrome extensions by job: product research, price history, sourcing analysis, and browser-based data collection.

by Shuai Guan14 min read

Explore 2026’s Top Instant Data Scraper Chrome Extensions

Scrape website data in seconds using AI-powered Chrome extensions like Thunderbit—no coding, no IT help, just instant results for your business.

by Shuai Guan13 min read

How to Convert Picture to Spreadsheet

Convert photos of receipts, contracts, or business cards into spreadsheets in minutes with AI-powered Thunderbit—no coding or manual data entry required.

by Shuai Guan8 min read

10 Data Aggregation Tools by Source, Workflow, and Destination

Compare 10 data aggregation tools for public-web research, automation, data pipelines, revenue workflows, and business intelligence.

by Shuai Guan13 min read

Top 20 Data Providers and Integrators to Know in 2026

Get the top 20 data providers and integrators for 2026, including Thunderbit, to power AI-driven workflows and future-proof your business data strategy.

by Shuai Guan15 min read

What Is Web Scraping? Everything You Should Know

Learn how web scraping unlocks hidden insights from online data—then use Thunderbit to turn chaos into growth with AI-powered scraping tools.

by undefined9 min read

32 AI Tools for Ecommerce: Choose by Commerce Workflow

Compare 32 current AI tools for ecommerce by pricing research, inventory, discovery, conversion, support, retention, analytics, and creative workflows—without stale price, outcome, or feature claims.

by Shuai Guan12 min read

What Are Form Bots? Exploring Automated Data Entry Solutions

Thunderbit’s AI-powered form bots cut repetitive data entry, boosting accuracy and efficiency.

by Shuai Guan9 min read

Apache Nutch Review: Four Boundaries That Decide Whether It Runs and What It Finds

Apache Nutch is an Apache Software Foundation crawler whose development began in 2004. It is a JVM system built on Hadoop, organized as a loop rather than a...

by Ke15 min read

Chrome Tells You Why `--load-extension` Stopped Working. You Just Can't See It.

Older recipes point Puppeteer or Playwright at an installed Chrome and pass both flags.

by Ke10 min read

Crawlee, Tested: One Node Framework, Two Scraping Engines

Most people meet [Crawlee](https://github.com/apify/crawlee) while trying to answer a different question: "which headless browser should I use?" That's the w...

by Ke14 min read

10 Top Lead Generation Tools, Sorted by Team Size and Budget

Compare the top 10 lead generation tools of 2026 by features, pricing, and team size. Find the right capture, prospecting, and automation fit for you.

by Fawad Khan16 min read

What Is List Crawling and How to Do It Using AI

Discover the power of list crawling for efficient data collection and meet subpage scraper for smart data extraction.

by undefined9 min read

8 Amazon Seller Tools for Research, Operations, and Competitive Intelligence

Compare eight current Amazon seller tools for product and keyword research, market intelligence, profit analysis, price history, repricing, review workflows, and competitor research.

by Fawad Khan16 min read

The 9 Best Web Scraper Chrome Extensions in 2026

Ranked by features, pricing, and use cases, the 9 best Chrome web scraper extensions for 2026 include Thunderbit’s AI-powered one click scraper.

by Shuai Guan13 min read

Best Temu Scrapers in 2026 — What Works and What Doesn't

Compare 2026’s top Temu scrapers by features, pricing, and ease of use. Choose the right tool to extract product data, track prices, and avoid anti-bot blocks.

by Ke15 min read

GDPR Compliance for Web Scrapers: A Practical 2026 Guide

Learn when GDPR applies to web scraping and build a practical compliance workflow for lawful basis, data minimisation, transparency, security, and rights requests.

by Shuai Guan8 min read

10 Image Scraper Tools That Save Hours of Manual Downloads (2026)

I compared 10 image scraper tools for extracting web images at scale. Here's what works for sales, marketing, and research teams in 2026.

by Shuai Guan9 min read

I Tested 7 Amazon Scraper Chrome Extensions: What Works

Compare the top 7 Amazon scraper Chrome extensions of 2026. See which tools offer AI field detection, subpage enrichment, and the best free features.

by Shuai Guan14 min read

I Tested 5 Zillow Scraper Chrome Extensions — My Verdict

Compare the top Zillow scraper Chrome extensions of 2026. Evaluate tools by data fields, subpage enrichment, export options, and anti-bot performance.

by Shuai Guan19 min read

Browserless Review: Chrome as a Service You Can Ration

Browserless is headless Chrome packaged as a service you host yourself. Its Docker container stays running, accepts work over HTTP or WebSocket, and enforces...

by Ke18 min read

Crawl4AI Runs a Real Browser to Make Markdown — and No, It Won't Fix Your Selectors For You

There's a persistent bit of folklore floating around [Crawl4AI](https://github.com/unclecode/crawl4ai): that it has some kind of adaptive intelligence, a sel...

by Ke14 min read

10 Real Estate Data Providers: Choose by Data Source and Workflow

Compare 10 current real estate data providers by records, rentals, property intelligence, valuation, owner outreach, API or bulk delivery, and permitted public-web observation—without stale pricing or scale claims.

by Shuai Guan10 min read

Two Coding Agents as Ad-Hoc Scrapers: What the Harness Measured—and What It Couldn't

A coding agent with shell access can act as an ad-hoc scraper for a bounded extraction task. Give Claude Code or Codex a URL and a list of fields and it can...

by Ke13 min read

Find Accounts by Phone Number in 2026: What Still Works, What Broke, and What's Legal

Most phone-number lookup tricks stopped working after platform privacy changes and data-broker regulation. Here's what still works in 2026, what doesn't, and where the legal line sits.

by Shuai Guan8 min read

I Ran Crawl4AI Against Five Kinds of Pages — Here's Where It's Strong and Where It Stumbles

Some third-party scraper comparisons attribute "Adaptive Intelligence" — selectors that learn a site and heal themselves after markup changes — to Crawl4AI....

by Ke11 min read

What Is Python Puppeteer and Top Alternatives for 2026?

Thunderbit offers a no-code, AI-powered alternative to Python Puppeteer, making web scraping and browser automation easy for business and non-technical teams.

by Shuai Guan9 min read

The Extractor That Leaked the Most Boilerplate Missed No Content in This Fixture Set

Six libraries, one annotated fixture set, one scorer. In these 22 synthetic fixtures, the library with the highest boilerplate leak — Mozilla's Readability,...

by Ke14 min read

Apache Tika Review: It Reads the Bytes, Not the Filename — Until It Meets Markdown

Apache Tika is the Apache Software Foundation's document-parsing toolkit: hand it a file of almost any type and it hands back plain text plus a normalized me...

by Ke20 min read

Mozilla Readability Review: Perfect Fixture Recall, Sibling Leakage, and Predictor False Negatives

Mozilla's Readability is the standalone JavaScript port of the extractor behind Firefox's Reader View. Published as the Apache-2.0 package @mozilla/readabili...

by Ke13 min read

Crawlee Review: Quotes to Scrape Returned 0 Over HTTP and 10 in Chromium

What makes Crawlee useful is that its crawl orchestration supports both HTTP parsing and browser execution. The same URL can therefore produce different resu...

by Ke11 min read

markdownify Matched markitdown's Emitted Table-Row Count, in 1.8 MiB

On the four HTML fixtures shared with markitdown, markdownify produced the same number of emitted Markdown table rows under our counter — 36 against 36 — and...

by Ke10 min read

Colly Review: Static HTML, Direct JSON, and the Browser Boundary

I built a fixture site to test the part of Colly that a page-count or speed reputation does not answer: whether its callbacks extract the expected records, r...

by Ke10 min read

Katana Review: `-jc` and `-headless` Find Different Endpoints, and No Single Command Found Both

Katana is ProjectDiscovery's endpoint-discovery crawler — a Go binary, MIT-licensed, that takes a target and returns URLs and endpoints for the next tool in...

by Ke17 min read

I Put 9 Open-Source Scrapers on One Test Bench, and the Right Pick Turned Out to Be a Question

Almost every "best open-source scraper" roundup shares one quiet flaw: nobody runs the tools on the same pages. Scrapy gets tested on a news article, Playwri...

by Ke14 min read

Zero Site Access or Every URL: The Permission Spread Across Ten Scraper Extensions

Every Chrome extension ships a manifest.json that declares a substantial part of its browser-level capability ceiling: requested APIs, host patterns, static...

by Ke19 min read

Top 26 Tools to Analyze and Monitor Website Rankings

Website ranking tools help you boost visibility, analyze competitors, and track SEO wins; Thunderbit adds agentic scraping to automate your ranking insights.

by Shuai Guan16 min read

60 Latest DeepSeek Statistics (2026)

DeepSeek’s explosive user growth, low pricing, and open-source focus are reshaping AI. Thunderbit covers key stats, benchmarks, and enterprise adoption trends.

by Shuai Guan9 min read

10 Private Proxy Services I've Compared: Honest Take (2026)

Thunderbit reviews the top proxy services for 2026, comparing speed, reliability, pricing, and ease of use to help you choose the right one.

by Shuai Guan13 min read

Understanding Error 502: Bad Gateway Meaning and Solutions

Error 502: Bad Gateway disrupts business and SEO; Thunderbit helps protect your data and workflow by enabling rapid, reliable web data extraction.

by Shuai Guan8 min read

Top 7 Best Autofill Extensions for 2026 Productivity

Discover the top 7 autofill extensions for 2026 that save time, reduce errors, and boost workflow efficiency—compare Thunderbit, LastPass, RoboForm & more.

by Shuai Guan8 min read

Unlocking AI Lead Generation: The Ultimate 2026 Guide

AI lead generation helps you automate lead research and outreach; Thunderbit’s seamless AI tools turn websites into structured prospect lists fast.

by Shuai Guan16 min read

15 Best No-Code Test Automation Tools in 2026: The Ultimate Guide for Modern QA

No code test automation tools let teams run tests without coding; Thunderbit brings that same simplicity to automating business workflows.

by Shuai Guan13 min read

10 Etsy Seller Tools: Choose by Shop Workflow

Compare 10 current Etsy seller tools by research, listing operations, visual production, cost workflow, and permitted public-market observation—without stale prices, estimates, or rankings.

by Ke17 min read

Best Practices for Using Bots for Workplace Productivity

Thunderbit helps teams automate data extraction, reduce errors, and streamline workflows using AI bots, driving ROI and workplace productivity.

by Shuai Guan8 min read

Top 20 B2B Data Providers and Vendors to Know in 2026

Thunderbit and other top B2B data providers in 2026 offer real-time, accurate data and seamless integrations to boost sales, marketing, and workflow efficiency.

by Shuai Guan11 min read

Zillow Scraper GitHub: What Works in 2026 (and What Breaks)

Most GitHub Zillow scrapers are outdated or broken in 2026. Review this audit to see which projects still run and why they fail due to anti-bot updates.

by Ke13 min read

What Are Crawlers? How They Index Your Website Content

Thunderbit uses AI to help businesses crawl, index, and extract data from complex websites for SEO, structured data, and automation—no coding needed.

by Shuai Guan9 min read

What Is Digital Shelf Management and Why It Matters Today

Digital shelf management boosts online product visibility and sales; Thunderbit automates data extraction, competitor tracking, and real-time shelf insights.

by Shuai Guan8 min read

Best OpenClaw Alternatives 2026: Top Picks for Business

Thunderbit provides AI-powered automation and web scraping as an intuitive alternative to OpenClaw, simplifying workflows for business users.

by Shuai Guan9 min read

How to Use ClawdBot for Web Scraping

Master web data extraction by combining ClawdBot automation with Thunderbit’s AI-driven field detection for accurate, actionable business insights and reports.

by Shuai Guan9 min read

Effective Web Scraping for Beginners: Best Practices & Tips

Web scraping beginners can automate data collection, avoid common pitfalls, and scale projects effortlessly with Thunderbit’s AI-powered no-code tools.

by Shuai Guan8 min read

Amazon Scraper GitHub: Best Practices to Avoid Bans

Most Amazon scrapers on GitHub are outdated. Use this 2026 guide to audit repos for freshness and implement advanced anti-ban tactics to avoid blocks.

by Ke10 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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