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Best Tools for Web Scraping on Mac 2026: 6 Options - The GTM with Clay Blog

Claygent Builder: The easiest way to build, test, and deploy GTM Agents

Build production-ready Claygents in natural language with Sculptor. Test on real data for free, track versions, and deploy once across every workflow. All inside Clay.

How Clay Uses Clay Ads: From $250 to $25 CPL

See how Clay uses its own Ads feature to cut LinkedIn CPL from $250 to $25 and unlock Meta with enriched CRM audiences. No manual uploads needed.

HG Insights Corporate Hierarchy: GTM Precision in Clay

Use HG Insights corporate hierarchy data in Clay to clean CRMs, map parent-child accounts, and trigger expansion plays. See how it works.

Sales GTM Engineering: How Clay Built the Role From Scratch

Learn what sales GTM engineering is, how it collapses SDR, AE, and SE roles into one, and how Clay built and hires for this high-leverage function. See how it works.

How to Automate Inbound Lead Outreach: The Clay Playbook

Learn how to automate inbound lead outreach with enrichment, scoring, and personalized sequences. See the exact Clay workflow that runs without manual work.

demandDrive Joins Clay’s Partner Ecosystem as an Official Clay Studio Partner

demandDrive joins Clay’s partner ecosystem to help B2B teams turn account intelligence into pipeline and revenue with GTM engineering and automation.

B2B Sales Prospecting: 15 Strategies to Drive More Conversions

Master B2B sales prospecting with 15 proven strategies covering ICP building, multi-channel outreach, and list hygiene. Build a pipeline that converts.

AI Sales Assistants: 11 Ways to Accelerate Your Outbound

Discover 11 ways AI sales assistants automate lead research, enrichment, and email personalization. See how top B2B teams use them to accelerate outbound.

The Three Laws of GTM: How to Win in the AI Era

The three laws of GTM explain why uniqueness, saturation, and iteration speed determine who wins. Learn how AI changes the rules and what to do about it.

Best Work Email Finders by Segment: SMB vs. Enterprise

We tested 12 email finders across 4,700+ contacts to find the best work emails by segment. See accuracy, cost, and coverage winners for SMB and enterprise.

How Clay Converts Trial Users Into Customers With Automated Outreach

See how Clay uses automated outreach to convert trial users into customers, with enrichment, lead scoring, and personalized HubSpot campaigns. Learn how.

Best Mobile Phone Data Providers for B2B Sales Teams

We tested 9,806 numbers across 10 B2B mobile phone data providers. See which wins on accuracy, coverage, and cost for NAMER, EMEA, and APAC.

How to Build a Complete AI Outbound Sales Funnel

Learn how to build a complete AI outbound sales funnel—from account scoring to personalized outreach—using Clay waterfalls and automation. See how it works.

How to Get More Customers Using Outbound Sales: A Complete Guide

Learn how outbound sales works, who it's right for, and how to build a strategy from prospecting to closing. Covers cold calling, email, and more.

How to Automate 6 Cold Email Campaigns in One Clay Workflow

Learn how to automate 6 cold email campaigns from a single Clay table — with enrichment, AI classification, and deduplication built in. See how it works.

How Clay Identifies Tier 1 Accounts: A Three-Score System

See how Clay identifies tier 1 accounts using a three-score system: fit, engagement, and contract value. Learn how sales and marketing align on the same priorities.

Lead Scoring in Clay: A Step-by-Step Formula Guide

Learn how to build lead scoring formulas in Clay to prioritize your ICP leads by employee count, job postings, and more. See how it works.

How to Validate Cold Outbound Offers and Find Message-Market Fit

Learn how to validate cold outbound offers by finding message-market fit — from breaking down your value prop to testing with a phased email approach. See how it works.

Troubleshooting Outbound Sales and Prospecting: A Comprehensive Guide

Fix broken outbound sales campaigns with this guide. Diagnose open and reply rates, reduce no-shows, qualify prospects with MEDDIC, and optimize what's working.

Bulk Enrichment: Enrich Millions of CRM Records in Clay

Bulk enrichment lets Enterprise teams enrich millions of Salesforce records with firmographics, tech stack, and AI research — then write results back automatically.

Clay Templates: Automate, Customize, and Replicate Any GTM Workflow

Clay Templates let you replicate full GTM workflows in hours, not days. Automate prospecting from data scraping to AI messaging, free and fully customizable.

How to Optimize Your Credit Usage in Clay

Learn how to optimize your credit usage in Clay with conditional formulas, Clearbit waterfall lookups, and smarter enrichment workflows. Save credits fast.

AI for sales prospecting

Learn about how to use AI for sales prospecting in this comprehensive guide, including framework for creating AI prompts and examples of cold email templates using AI that real sales teams have used successfully to land clients. AI sales prospecting can save your team thousands of hours—and double or triple your positive response rates.

The Reverse Demo: How Clay Replaced Traditional B2B Sales Demos

A reverse demo lets prospects solve real problems live, guided by your rep. Learn how Clay used 100+ sessions to boost conversion, retention, and product quality.

Data Waterfalls: How to Maximize Contact Coverage with Clay

Data waterfalls query multiple providers in sequence so you only pay for matches. See how Clay pushes coverage from 30% to 80%+ without annual contracts.

How Clay Runs ABM Campaigns: A Step-by-Step Playbook

See how Clay runs ABM campaigns — scoring 300 accounts, personalizing mailers and landing pages, and automating SDR follow-up. Learn how.

How We Built Clay's GTM Engineering Function

See how Clay built its GTM engineering function with sprint-based delivery, founder-level reporting, and full sales automation. A practical inside look.

Best Personal Email Finder Tools: Tested and Ranked

We tested 5 personal email finder tools across 2,354 prospects. See accuracy, coverage, and pricing data — plus the waterfall order that hit 79% coverage.

How to Use OpenAI to Write Cold Emails from Scratch with Clay

Learn how to use OpenAI to write personalized cold emails at scale with Clay. Set up the integration, craft better prompts, and boost deliverability.

How to Run a Personalized Demo Play at Scale with Clay

Learn how to automate a personalized demo play using Clay, Claygent, and AI enrichment to build custom mockups at scale. See how it works.

Automated Slide Deck Creation: How Clay Builds QBRs from Your Data

Clay's automated slide deck creation pulls from Snowflake, Salesforce, and Gong to build QBRs in minutes. Save 90+ hours per quarter. See how it works.

HG Insights + Clay: B2B Technographic and Firmographic Data

HG Insights surfaces deep technographic and firmographic data from billions of documents. Use it in Clay workflows to enrich accounts and power GTM. See how it works.

B2B Cold Email Deliverability: 21 Best Practices

Master B2B cold email deliverability with 21 proven best practices: domain setup, inbox warmup, authentication, and copy tips that keep you out of spam. Learn how.

Basics of Google Search Operators: A Practical Guide

Learn the basics of Google Search Operators and how to use them in Clay for prospecting, list building, and company research. See how it works.

AI Lead Generation: The Complete B2B Guide

Learn how AI lead generation automates list building, enrichment, and personalized outreach for B2B teams. Scale your pipeline without scaling headcount. See how it works.

Clay MCP: Ops-built workflows, consumable by reps

Clay MCP: Ops-built workflows, consumable by reps

How to Manage and Enrich Inbound Leads Automatically

Learn how to manage and enrich inbound leads automatically using a four-phase workflow that scores, segments, and triggers outreach from one email. See how it works.

GTM Alpha: How Winning Teams Build a Competitive Edge

GTM alpha is the edge winning teams build with unique data and signal-based plays. Learn how to find hidden signals, run better plays, and outpace competitors.

Why Good CRM Data Matters and How Clay Helps

Poor CRM data kills outreach. Learn why CRM data coverage fails and how Clay's waterfall enrichment lifts coverage rates from 20% to 80%. See how it works.

How to Use Formulas in Clay: AI Generator and Manual Entry

Learn how to use formulas in Clay with the AI Formula Generator or manual entry. Transform and clean your data faster. See how it works.

GTM Engineering: What It Is, How It Works, and How to Hire

GTM engineering turns ops teams into revenue builders using AI and automation. Learn what GTM engineers do, how to structure the role, and how to hire one.

Formulas in Clay: A Beginner's Intro for Non-Engineers

Learn how to use formulas in Clay without coding. This intro covers conditional statements, combining columns, and auto-qualifying leads. Start in 30 minutes.

How Clay Uses Clay for SEO and AEO: 3 Systems That Scale

See how Clay uses Clay for SEO and AEO: automated content refresh, video-to-page conversion, and a custom AI visibility dashboard. Learn how.

Turn Web Visitors into Leads: A Warm Outbound Play for B2B Sales

Learn how to turn web visitors into leads using a warm outbound play for B2B sales — with RB2B, Clay, and Lemlist. See how it works.

How to Use Web Scraping to Enrich Your Data with Clay

Learn how to use web scraping to enrich your data without code. Clay's Claygent answers deep GTM research questions at scale. See how it works.

How to Create a Sales Prospect List in Minutes

Learn how to create your own sales prospect list in minutes using Clay. Pull from 40+ sources, enrich with ICP data, and export to your CRM. See how it works.

Best B2B Email List Providers: Tested and Ranked (2026)

We tested 8 B2B email list providers head-to-head. See accuracy results, per-email pricing, and how to waterfall providers for maximum coverage.

Outbound Sales Automation: How to 10x Pipeline Without More SDRs

Learn how outbound sales automation replaces manual SDR work, cuts cost per email by 100x, and scales pipeline without growing headcount. See how it works.

The Wake the Dead Play: Reactivate Closed-Lost Deals with Clay

The wake the dead play uses Clay + ChatGPT to send automated, personalized emails to closed-lost prospects. Restart stalled deals in a few steps. Learn how.

Three Tips to Guarantee Email Deliverability for Cold Outbound

Split volume, verify contacts, and personalize copy to guarantee email deliverability for cold outbound. Three actionable tips that keep you out of spam.

How Clay Uses Clay for Customer Support: 3 Real Workflows

See how Clay's customer support team uses Clay to enrich Intercom tickets, automate QA, and draft help articles. Real workflows, real results.

B2B Cold Email Copywriting: The Complete Guide

Master B2B cold email copywriting with proven templates, a research framework, and a checklist used to send 800k+ emails a month. Start writing emails that get replies.

Introducing Clay Functions

Build Your GTM Logic Once, Apply It Everywhere

Clay and Apollo Integration: Enrichment, Sequencing, and More

The Clay and Apollo integration unlocks 5X faster enrichment and direct sequencer API access. See how joint customers go from data to booked meetings.

The Many Lives of Spreadsheets: A History and What Comes Next

Explore the many lives of spreadsheets — from VisiCalc in 1979 to self-filling automation tools today. See how the no-code vision keeps evolving.

AI recruiting strategies

Learn our top AI recruiting workflows to help you identify, research, and reach out to qualified candidates for open roles. AI can eliminate manual work and help you reach out to—and land—better employees for your clients.

How to Hire a GTM Engineer: The Complete Guide

Learn how to hire a GTM engineer: when to make the hire, what skills to screen for, red flags to avoid, and where to find the best candidates. See how it works.

Inside Clay's GTM Engineering Lab: Plays, Principles, and Automation

See how Clay's GTM engineering lab turns internal problems into revenue plays using AI, automation, and data-driven principles. Learn how it works.

How to Build the Most Targeted Account Lists Possible

Generic tools leave bad-fit companies in your account list. Learn how to build targeted account lists using AI enrichment and real workflow examples in Clay.

Personalized Direct Mail at Scale: The Gifting Play with Clay

Learn how to run personalized direct mail campaigns using Clay — validate contacts, generate AI gift copy, and export to email. See how it works.

How to Set Up Your Full Inbound Sales Process on Clay

Learn how to set up your full inbound sales process on Clay — enrich leads, tag MQLs, and automate email campaigns from form to demo. See how it works.

AI-Enabled GTM for Private Equity: The Value Creation Playbook

Learn how AI-enabled GTM for private equity drives value creation across portfolios—from data quality to agentic workflows. See how it works.

Do More With Your Data: Clay's Post-Data-Provider Approach

Clay's post-data-provider approach combines 150+ providers, waterfall enrichment, and AI scraping to maximize data coverage. See how it works.

Google Maps Lead Generation for Niche Local Businesses

Learn how to use Google Maps lead generation to find niche local businesses, enrich owner contacts, and send personalized outreach at scale with Clay.

24 AI Email Personalization Examples for Cold Outreach (With Prompts)

Get 24 AI email personalization examples for cold outreach, with ChatGPT prompts you can run at scale in Clay. Learn how to write emails that actually convert.

How to Ace Your Follow-Ups: A Practical Sales Guide

Learn how to ace your follow-ups with value-driven outreach, personalization tips, multi-channel tactics, and automation tools that keep deals moving. See how it works.

How to Prioritize Your Waitlist with Lead Enrichment

Learn how to prioritize your waitlist using lead enrichment. Turn raw signups into qualified leads by company, title, and role — no long forms needed. See how.

B2B Cold Email Templates: Frameworks That Get Replies

Learn how to write B2B cold email templates that convert with a proven 5-part framework, follow-up strategy, and real examples. See how it works.

Audiences: now in Enterprise beta

Clay Audiences unifies your CRM, product data, and intent signals into one layer — so reps and agents can run precise, personalized GTM plays at scale.

The thinking behind our new pricing: our internal memo

Clay pricing memo: INTERNAL

Introducing Clay’s new pricing

Today, we’re launching a pricing update that reduces data costs, and simplifies and improves the value of our plans. Our goal is to have Clay be your default tool for GTM Engineering.

Clay partners with Lusha and Beauhurst to expand European data coverage

Lusha adds lookalike prospecting, contact enrichment, and signals in EMEA. Beauhurst adds private funding and corporate structure data in the UK and Germany.

Source your precise TAM from lookalikes you can trust with Ocean.io and Clay

Clay + Ocean now enable preview-based B2B lookalike discovery. Preview leads before committing credits and expand your TAM with greater precision.

Clay doubles down on supporting European GTM teams

Clay's waterfall enrichment delivers 2–3x more mobile phone coverage than leading solo providers across Europe. Plus new data partnerships, a London office, and timezone-aligned support.

In Nigeria, she built a life where money wouldn’t decide

Clay blog | In Nigeria, she built a life where money wouldn’t decide

Sculptor Analyst Mode: Turning Context-Rich Data Into Actionable GTM Insights

Gather business intelligence and share documents of this analysis directly from Sculptor

In a place where girls often choose between career or marriage, she carved her own path 

Javeria Shah won the Clay Cup 2025 despite being denied a US visa and competing remotely from Pakistan. Learn how she transitioned from electronics engineering into GTM engineering and built her own business.

How we designed Sculpt

Our first conference, Sculpt, is where the analog soul of Clay met the digital mind of Clay.

Clay announces second employee tender offer in nine months at a $5B valuation

A rare repeat employee liquidity event, designed to give builders flexibility as Clay accelerates

Clay is now available as a connector in Claude

Bring Clay's contact databases, enrichment providers, and AI agents into your Claude workflow.

Sellers have a new AI edge: Clay in ChatGPT

Use Clay directly in ChatGPT to find the right buyers, research people and companies, and draft personalized outbound. One conversation, powered by live GTM data.

Clay reaches $100M ARR

Clay has crossed $100M ARR, growing from $1M to $100M in two years after six years of foundational product work. The milestone reflects durable customer adoption, efficient growth, and an ecosystem of GTM builders using Clay to power their business.

Clay Certifications: Turning mastery into credentials that matter

The Clay education team has built a certification program that runs entirely on Clay and gives users credentials that actually matter

Mobile Phone Verification Methodology

Clay has partnered with The Kiln to setup a series of large-scale data test across mobile phone, work email, personal email, email verification, and more. Below, we explain the approach to these tests.

Work Email Verification Methodology

Clay has partnered with The Kiln to setup a series of large-scale data test across mobile phone, work email, personal email, email verification, and more. Below, we explain the approach to these tests.

Stop Guessing, Start Analyzing: How Sculptor Turns Your GTM Data Into Your Competitive Advantage

Analyze your GTM data with Sculptor to turn fragmented information into actionable insight.

Find and outreach local businesses with Openmart and Clay Sequencer

Get the right contacts for local businesses without stitching together multiple tools or wasting valuable time on setup instead of selling.

Announcing Web Intent

Use Website Intent in Clay to see which companies visit your site, track engagement, and trigger personalized GTM plays. Turn website traffic into real buyer intent data.

How Clay Uses Clay: Conversational Data

How we use Clay to mine millions of pages of call transcripts to generate revenue, and how you can use it too.

Sculpting GTM’s future with six major launches

Today at Sculpt, we're launching six major features that will help teams turn any growth idea into reality faster.

Introducing Claygent Navigator

A new Claygent model that can use a browser to take actions and extract information from webpages.

Announcing the Clay Partner Program

The Clay Partner Program is to a partner, what a toolbox is to an artist. It keeps essential resources within reach and grows more sophisticated as your expertise develops. We've designed everything around one simple principle: helping you grow your business as Clay grows.

Introducing GPT-5 in Claygent: sharper research, stronger formulas, better outbound

GPT-5 is now a model option across Clay, bringing the best research and conversational writing we've ever shipped to your GTM workflows.

Clay Series C announcement. The GTM engineering era begins now

We raised a $100M Series C at a $3.1B valuation to power GTM engineering!

Claygent surpasses 1 billion runs

The world's most loved AI research agent in GTM has passes a huge milestone at 1 billion runs.

Announcing Sculpt: Clay’s first annual user conference

Join us for Sculpt, Clay’s first annual user conference on Sept 17 in San Francisco where GTM leaders build AI workflows, share creative tactics, and get early access to new features.

Announcing custom signals at Clay

Clay's new custom signals platform helps sales teams track unique data changes that indicate buying opportunities. Turn any data point into a sales signal, enrich with context, and automate personalized outreach to find GTM alpha your competitors miss.

Clay announces employee tender offer led by Sequoia at $1.5B valuation

Clay allows employees to sell vested shares for immediate liquidity through a $20M tender offer at a $1.5B valuation. With 10x revenue growth in 2022-2023 and serving 8,000+ customers including OpenAI and Hubspot, Clay continues to change how businesses approach go-to-market strategies with their AI agent Claygent.

Create personalized presentations at scale with Clay and Google Slides

Automate personalized sales decks with Clay’s Google Slides integration. Instantly generate tailored presentations for leads, customers, QBRs, and internal updates. Use one template to create hundreds of presentations at scale.

Turn Gong conversations into automated GTM workflows

Clay now integrates with Gong—turn messy call transcripts into powerful automations in Salesforce, HubSpot, Notion, Slack, Google Sheets, and 100+ other integrations.

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Best Tools for Web Scraping on Mac: 6 Top-Rated Options

Web scraping with specialized tools is an easy way to access vast amounts of desired data without spending weeks in front of your computer. 💻

The success of your web scraping activities largely depends on your choice of tools. You need to ensure the selected scraper suits your requirements. If you're a Mac user, you also need to double-check whether a particular scraper works on your operating system.

To save you the trouble of researching the tools yourself, we've analyzed dozens of web scrapers for Mac, consulted industry professionals and influencers, and visited major review platforms to shortlist reliable tools. 🔍

As a result, we've come up with a list of the best platforms for web scraping on Mac, and we'll introduce you to their functionalities and prices in this guide.

TL;DR

  • Six Mac-compatible web scraping tools are covered: Clay, Instant Data Scraper, Octoparse, Web Scraper, ParseHub, and Oxylabs.
  • Key factors when choosing a Mac web scraper include ease of use, pricing, integrations, and additional functionalities beyond basic scraping.
  • Several tools on this list work on Mac via a Chrome extension, meaning no native Mac app install is required.
  • Clay stands out for teams that need scraping plus enrichment, AI-powered research, and workflow automation in one platform.

How to Choose the Right Tool for Web Scraping on Mac

We've put together a list of the best web scrapers that work on your Mac computer, but we're in no way saying that every single solution will suit your unique needs. Here are a few factors to keep in mind when choosing your web scraper for Mac:

  • Ease of use: Unless you have coding skills, you want a tool that doesn't require months of training 👌
  • Price: The right tool should come with various pricing plans so that you can opt for the one that won't strain your budget. Ideally, there should also be a free plan, allowing you to try out the feature before committing 💲
  • Additional options: Some web scrapers are more than just that and allow you to handle multiple processes without using other apps. If you want to minimize context switching, look for a scraper packed with additional functionalities ⚙️
  • Integrations: The selected tool should fit into your existing workflows without requiring you to adjust your tech stack 🔗
  • 6 Top-Rated Tools for Web Scraping on Mac

    After our thorough analysis and careful consideration, we shortlisted the six best tools for web scraping on Mac:

  • Clay
  • Instant Data Scraper
  • Octoparse
  • Web Scraper
  • ParseHub
  • Oxylabs
  • 1. Clay

    Source: Clay

    Clay is a sales automation platform with advanced options for data scraping, enrichment, and campaign personalization.

    It has an easy-to-use Chrome extension that allows you to collect data from virtually any website. So, Mac users only need to install Chrome to be able to enjoy Clay's fantastic functionalities. 🧑‍💻

    Using Clay's Chrome extension is straightforward:

  • Install the extension
  • Go to the website you want to scrape
  • Run the extension and pull your data into a Clay table where you can work on it further
  • The extension isn't the only scraping feature Clay has to offer. Claygent, an AI web scraper, lives inside the platform, and you can leverage it to automate the scraping process. Ask Claygent to visit any website, extract and summarize the desired info, and report back to you. It's a massive time- and money-saver since you don't need as many SDRs on board. 💸

    Source: Clay

    Another scraping feature Clay offers is web scraping templates. They streamline some scraping tasks like:

    The templates are excellent, but some users mention a flaw: there aren't enough of them.

    In terms of pricing, Clay has a free forever plan, so you can get a feel for the platform and its options. If you like it, opt for one of the four paid plans:

  • Launch: $185/month
  • Growth: $495/month
  • Enterprise: Custom
  • All plans offer unlimited users, so you can grow your team and be 100% confident Clay can support you along the way. 🥰

    ✅ Chrome extension

    ✅ AI web scraper

    ✅ Web scraping templates

    ✅ Free forever plan

    2. Instant Data Scraper

    Source: YouTube

    Instant Data Scraper is another Chrome extension on our list. If you have Chrome, you can use the extension on any operating system, including Mac. 👌

    The extension's underlying mechanism is heuristic AI analysis. It doesn't require coding or specific website scripts to scrape data. Instead, Instant Data Scraper relies on AI to analyze a website's HTML structure and get you the info you need. Thanks to this technology, the extension is perfectly capable of scraping both lesser-known and popular websites.

    Some advanced features users get with Instant Data Scraper are pagination and infinite scrolling support and customizing minimum and maximum delay time to prevent server overload.

    As far as potential uses go, the list is quite long. You can:

  • Generate leads
  • Extract prices
  • Scrape reviews
  • Get emails and phone numbers from directories
  • Once you're done scraping, the extension gives a preview of the data. You can edit or delete columns to ensure your table contains only the info you need at the moment.

    It's important to note that you get all these features at zero cost: Instant Data Scraper is completely free! 💲

    However, this comes with strings attached because the extension has some drawbacks. The most notable one is that it doesn't work with some professional networking sites, which could be a deal-breaker for users who want to scrape business platforms to get business and people data and collect leads.

    ✅ Uses AI to get better results

    ✅ Pagination and infinite scroll support

    ✅ Versatile

    ✅ Free

    ❌ Doesn't work with LinkedIn

    ❌ Occasional lags

    💡 Bonus read: Want to learn more about Instant Data Scraper? Check out our in-depth review!

    3. Octoparse

    Source: Octoparse

    Octoparse is a cloud-based web scraper that works seamlessly on Mac. This no-code solution is packed with options to streamline every scraping task and turn info from thousands of pages into structured data. ✔️

    With Octoparse, users build their own scrapers without writing a single line of code. The platform features a workflow designer that makes the process easy. The AI web assistant is there every step of the way to guide you through building your web scraper and maximizing the platform's features.

    You also get the scheduling option, which allows you to automate scraping and obtain fresh data at specific intervals. This is particularly useful for data-dependent industries like e-commerce, real estate, or sales.

    Every scraping task is completed with zero interruptions thanks to Octoparse's arsenal of features for overcoming common challenges, such as IP rotation, proxies, CAPTCHA solving, and infinite scrolling. Even so, some users mention that Octoparse wasn't able to bypass Cloudflare technology, which prevented them from getting the desired data.

    If you like Octoparse despite this, you can try its features at no cost with its free plan, but keep in mind you can only execute up to ten tasks. You can also opt for one of three paid plans (we listed monthly prices):

  • Standard plan: $89/month
  • Professional plan: $249/month
  • Enterprise plan: Custom
  • ✅ Cloud-based, no-code solution

    ✅ Scheduling option

    ✅ AI web assistant

    ❌ Features for overcoming scraping challenges don't always work

    4. Web Scraper

    Source: Web Scraper

    Web Scraper is a service that offers two scraping solutions:

  • Browser extension
  • Cloud scraper
  • The browser extension is ideal for beginners or those who only need to occasionally scrape smaller amounts of data. It has a point-and-click interface: you simply click on the desired data and Web Scraper will take care of the rest. The extension can handle dynamic websites, offers JavaScript execution, and lets you export your data in CSV or XLSX formats, giving you more flexibility.

    The cloud-based solution is more advanced. For example, it lets you schedule your scraping tasks on an hourly, weekly, or monthly basis, saving you time and automating work. It also offers IP rotation to prevent bans and blocks and ensure uninterrupted scraping at all times.

    The cloud-based version also has more export features. Besides CSV and XLSX, you can export your data in the JSON format or send it to Google Sheets, Google Drive, or Amazon S3.

    Web Scraper's browser extension is completely free. If you want the cloud-based solution, you get four pricing options (all listed prices are for per-month payments):

  • Project: $50/month
  • Professional: $100/month
  • Business: $200/month
  • Scale: From $300/month
  • While Web Scraper is a no-code solution, some users mention it has a learning curve. Getting used to the platform's interface and features can take time.

    ✅ Two scraping solutions

    ✅ Suitable for dynamic websites

    ✅ Various export options

    ✅ No-code platform

    ❌ Learning curve

    5. ParseHub

    Source: ParseHub

    ParseHub is another Mac-friendly scraping solution on our list. All you need to do is download the app for Mac devices, set it up, and you're good to go.

    The platform's main appeal is its versatility. You can use ParseHub to download data from popular websites that work seamlessly, as well as those that are lesser-known, laggy, or complex. The platform can search through forms, open dropdown lists, click on maps, and log in to websites to get you the desired info with zero issues and interruptions.

    The best part is that you can do all of this without writing a single line of code. You simply click on the elements you want to scrape. This is possible thanks to ParseHub's machine learning relationship engine that screens the page to pick up on the element hierarchy and make scraping easy for everyone. 😍

    If you like ParseHub but don't want to commit yet, take advantage of its free plan. Although it has limited features, it can help you understand the platform's ins and outs. If you decide to subscribe, you can choose between three plans (prices are for per-month subscriptions):

  • Standard: $189/month
  • Professional: $599/month
  • ParseHub Plus: Custom
  • As for drawbacks, many users point out the platform's pricing and lack of intuitiveness. Some steps feel redundant and overly complicated.

    ✅ Versatile

    ✅ No-code solution

    ✅ Machine learning relationship engine

    ✅ Free plan 

    ❌ Lacks intuitiveness

    ❌ Expensive

    6. Oxylabs

    Source: Oxylabs

    Oxylabs is a scraping service offering over 100 million residential and two million datacenter IP proxies, allowing you to effortlessly scrape info from any website (as long as it's legal). It stands out due to versatility. Carefully designed features are suitable for various use cases and industries, from real estate and automotive to travel and entertainment. 👌

    The platform's web scraping API solution relies on machine learning-driven proxy management. It automatically selects and rotates proxies from 195 countries to ensure consistent and efficient scraping and global coverage. Users can gain more control over the scraping process by setting custom headers and cookies. 😍

    The web scraper API has an AI-powered web data collection infrastructure users can benefit from in more than one way:

  • There's no scraper or browser development or maintenance
  • Anti-scraping systems are easy to bypass
  • Allocating resources toward data analysis is simplified
  • Oxylabs has two pricing structures: Regular and Enterprise. Regular has three plans:

  • Micro: $49/month
  • Starter: $99/month
  • Advanced: $249/month
  • There's no free plan, but there's a free seven-day trial allowing you to try out the platform's options. Unfortunately, the trial is limited to a single user.

    The Enterprise structure offers four pricing options:

  • Venture: $499/month
  • Business: $999/month
  • Corporate: $2,000/month
  • Custom: Starts from $10,000/month
  • Although it offers multiple pricing options, Oxylabs is expensive, at least according to some users. They point out that the price is much higher compared to other proxies on the market. Some users also mention a higher failure rate.

    ✅ ML-driven proxy management

    ✅ Custom headers and cookies

    ✅ AI-powered web data collection infrastructure

    ✅ Multiple pricing options

    ❌ Expensive

    ❌ Higher failure rate

    Which Web Scraper for Mac Should You Choose?

    Every Mac web scraper we've reviewed brings something valuable to the table, but the question is, which one should you choose? There's no universal answer since everyone's needs and expectations are unique.

    To make the best choice, you need to ask yourself the following questions:

    ➡️ How big is my team?

    ➡️ What is my budget?

    ➡️ What will I use the scraper for?

    ➡️ What extra functionalities do I need?

    ➡️ What apps and platforms am I currently using?

    If you're looking for a multifunctional tool that can handle much more than scraping and help you streamline multiple processes, our vote goes to Clay. 🏆 The platform offers feature versatility, ease of use, scalability, and consistency without straining your budget.

    Move Beyond Scraping With Clay

    We've mentioned Clay's excellent scraping options (Claygent, templates, and the Chrome extension that works seamlessly on your Mac), but this is only a small portion of the platform's uses. With it, you can organize and enrich your data, write personalized messages, and leverage dozens of integrations to get even more use from it.

    The platform integrates with over 50 databases, apps, and platforms. Through your Clay account, you can leverage the functionalities of platforms like Apollo.io, Hunter, and Clearbit to find and enrich data and organize your work. This doesn't require creating more accounts or overpaying for tools you'll use only occasionally. You get access to all of Clay's integrations with your account. ☑️

    Clay relies on waterfall enrichment to deliver the desired data. It searches databases one by one to find and fetch the data you need, thus maximizing coverage and minimizing costs. You only pay for the data you get. Here's how it works, in three steps:

  • You select the data you're interested in (like work emails or phone numbers)
  • You choose the providers you want Clay to search
  • Clay follows your orders and delivers the desired info
  • Source: Clay

    A common scraping issue is inconsistent data. You can often end up with a table filled with people's nicknames, all kinds of emojis, or unconventional job titles. With Clay's data formatting options, you can ensure consistency across the board and normalize names, job titles, locations, domains, phone numbers, and more. 🥳

    If you're sales-oriented, you'll appreciate Clay's AI message drafter. Use the data you gathered to create hyper-personalized messages that will resonate with your prospects. 💌

    Hundreds of users are impressed by Clay's features. Check out this user's testimonial:

    Source: Product Hunt

    Frequently Asked Questions

    What is a good Mac web scraper?

    A good Mac web scraper depends on your needs. For no-code visual scraping, Octoparse and Web Scraper are strong options. For teams that need scraping plus enrichment and workflow automation, Clay is the most versatile choice since it works on Mac via a Chrome extension and includes an AI web scraper (Claygent) built into the platform.

    What is web scraping and what is it used for?

    Web scraping is the automated process of extracting data from websites. Common use cases include lead generation, price monitoring, review collection, and pulling contact information from directories. The tools in this guide cover all of those use cases and work on Mac.

    Do I need to know how to code to scrape websites on a Mac?

    No. Most tools on this list are no-code solutions. Clay, Octoparse, Web Scraper, and ParseHub all use point-and-click or visual interfaces, so you can scrape data without writing a single line of code.

    Can these Mac web scrapers handle dynamic or JavaScript-rendered websites?

    Several can. Web Scraper's browser extension explicitly supports JavaScript execution and dynamic websites. Octoparse and ParseHub also handle complex, dynamic pages. Clay's Claygent can visit and extract data from virtually any website, including those with dynamic content.

    Create Your Clay Account

    The best time to set up your account with Clay is today. ✨ You can do it in a few simple steps:

  • Head to the signup page 
  • Enter the necessary information
  • Explore the platform's handy scraping, enrichment, and automation options
  • If you want to discover more about the platform, we recommend exploring Clay University, where you can see detailed feature walkthroughs. You can also join the Slack community and sign up for the newsletter. It will help you stay in the loop about the latest updates and learn more about Clay's uses. 🖥️

    💡 Bonus read: Want to know more about web scrapers? Read our detailed guides on extracting data from various websites and platforms and the best tools to do it with:

    Web scraping with specialized tools is an easy way to access vast amounts of desired data without spending weeks in front of your computer. 💻

    The success of your web scraping activities largely depends on your choice of tools. You need to ensure the selected scraper suits your requirements. If you're a Mac user, you also need to double-check whether a particular scraper works on your operating system.

    To save you the trouble of researching the tools yourself, we've analyzed dozens of web scrapers for Mac, consulted industry professionals and influencers, and visited major review platforms to shortlist reliable tools. 🔍

    As a result, we've come up with a list of the best platforms for web scraping on Mac, and we'll introduce you to their functionalities and prices in this guide.

    TL;DR

    • Six Mac-compatible web scraping tools are covered: Clay, Instant Data Scraper, Octoparse, Web Scraper, ParseHub, and Oxylabs.
    • Key factors when choosing a Mac web scraper include ease of use, pricing, integrations, and additional functionalities beyond basic scraping.
    • Several tools on this list work on Mac via a Chrome extension, meaning no native Mac app install is required.
    • Clay stands out for teams that need scraping plus enrichment, AI-powered research, and workflow automation in one platform.

    How to Choose the Right Tool for Web Scraping on Mac

    We've put together a list of the best web scrapers that work on your Mac computer, but we're in no way saying that every single solution will suit your unique needs. Here are a few factors to keep in mind when choosing your web scraper for Mac:

  • Ease of use: Unless you have coding skills, you want a tool that doesn't require months of training 👌
  • Price: The right tool should come with various pricing plans so that you can opt for the one that won't strain your budget. Ideally, there should also be a free plan, allowing you to try out the feature before committing 💲
  • Additional options: Some web scrapers are more than just that and allow you to handle multiple processes without using other apps. If you want to minimize context switching, look for a scraper packed with additional functionalities ⚙️
  • Integrations: The selected tool should fit into your existing workflows without requiring you to adjust your tech stack 🔗
  • 6 Top-Rated Tools for Web Scraping on Mac

    After our thorough analysis and careful consideration, we shortlisted the six best tools for web scraping on Mac:

  • Clay
  • Instant Data Scraper
  • Octoparse
  • Web Scraper
  • ParseHub
  • Oxylabs
  • 1. Clay

    Source: Clay

    Clay is a sales automation platform with advanced options for data scraping, enrichment, and campaign personalization.

    It has an easy-to-use Chrome extension that allows you to collect data from virtually any website. So, Mac users only need to install Chrome to be able to enjoy Clay's fantastic functionalities. 🧑‍💻

    Using Clay's Chrome extension is straightforward:

  • Install the extension
  • Go to the website you want to scrape
  • Run the extension and pull your data into a Clay table where you can work on it further
  • The extension isn't the only scraping feature Clay has to offer. Claygent, an AI web scraper, lives inside the platform, and you can leverage it to automate the scraping process. Ask Claygent to visit any website, extract and summarize the desired info, and report back to you. It's a massive time- and money-saver since you don't need as many SDRs on board. 💸

    Source: Clay

    Another scraping feature Clay offers is web scraping templates. They streamline some scraping tasks like:

    The templates are excellent, but some users mention a flaw: there aren't enough of them.

    In terms of pricing, Clay has a free forever plan, so you can get a feel for the platform and its options. If you like it, opt for one of the four paid plans:

  • Launch: $185/month
  • Growth: $495/month
  • Enterprise: Custom
  • All plans offer unlimited users, so you can grow your team and be 100% confident Clay can support you along the way. 🥰

    ✅ Chrome extension

    ✅ AI web scraper

    ✅ Web scraping templates

    ✅ Free forever plan

    2. Instant Data Scraper

    Source: YouTube

    Instant Data Scraper is another Chrome extension on our list. If you have Chrome, you can use the extension on any operating system, including Mac. 👌

    The extension's underlying mechanism is heuristic AI analysis. It doesn't require coding or specific website scripts to scrape data. Instead, Instant Data Scraper relies on AI to analyze a website's HTML structure and get you the info you need. Thanks to this technology, the extension is perfectly capable of scraping both lesser-known and popular websites.

    Some advanced features users get with Instant Data Scraper are pagination and infinite scrolling support and customizing minimum and maximum delay time to prevent server overload.

    As far as potential uses go, the list is quite long. You can:

  • Generate leads
  • Extract prices
  • Scrape reviews
  • Get emails and phone numbers from directories
  • Once you're done scraping, the extension gives a preview of the data. You can edit or delete columns to ensure your table contains only the info you need at the moment.

    It's important to note that you get all these features at zero cost: Instant Data Scraper is completely free! 💲

    However, this comes with strings attached because the extension has some drawbacks. The most notable one is that it doesn't work with some professional networking sites, which could be a deal-breaker for users who want to scrape business platforms to get business and people data and collect leads.

    ✅ Uses AI to get better results

    ✅ Pagination and infinite scroll support

    ✅ Versatile

    ✅ Free

    ❌ Doesn't work with LinkedIn

    ❌ Occasional lags

    💡 Bonus read: Want to learn more about Instant Data Scraper? Check out our in-depth review!

    3. Octoparse

    Source: Octoparse

    Octoparse is a cloud-based web scraper that works seamlessly on Mac. This no-code solution is packed with options to streamline every scraping task and turn info from thousands of pages into structured data. ✔️

    With Octoparse, users build their own scrapers without writing a single line of code. The platform features a workflow designer that makes the process easy. The AI web assistant is there every step of the way to guide you through building your web scraper and maximizing the platform's features.

    You also get the scheduling option, which allows you to automate scraping and obtain fresh data at specific intervals. This is particularly useful for data-dependent industries like e-commerce, real estate, or sales.

    Every scraping task is completed with zero interruptions thanks to Octoparse's arsenal of features for overcoming common challenges, such as IP rotation, proxies, CAPTCHA solving, and infinite scrolling. Even so, some users mention that Octoparse wasn't able to bypass Cloudflare technology, which prevented them from getting the desired data.

    If you like Octoparse despite this, you can try its features at no cost with its free plan, but keep in mind you can only execute up to ten tasks. You can also opt for one of three paid plans (we listed monthly prices):

  • Standard plan: $89/month
  • Professional plan: $249/month
  • Enterprise plan: Custom
  • ✅ Cloud-based, no-code solution

    ✅ Scheduling option

    ✅ AI web assistant

    ❌ Features for overcoming scraping challenges don't always work

    4. Web Scraper

    Source: Web Scraper

    Web Scraper is a service that offers two scraping solutions:

  • Browser extension
  • Cloud scraper
  • The browser extension is ideal for beginners or those who only need to occasionally scrape smaller amounts of data. It has a point-and-click interface: you simply click on the desired data and Web Scraper will take care of the rest. The extension can handle dynamic websites, offers JavaScript execution, and lets you export your data in CSV or XLSX formats, giving you more flexibility.

    The cloud-based solution is more advanced. For example, it lets you schedule your scraping tasks on an hourly, weekly, or monthly basis, saving you time and automating work. It also offers IP rotation to prevent bans and blocks and ensure uninterrupted scraping at all times.

    The cloud-based version also has more export features. Besides CSV and XLSX, you can export your data in the JSON format or send it to Google Sheets, Google Drive, or Amazon S3.

    Web Scraper's browser extension is completely free. If you want the cloud-based solution, you get four pricing options (all listed prices are for per-month payments):

  • Project: $50/month
  • Professional: $100/month
  • Business: $200/month
  • Scale: From $300/month
  • While Web Scraper is a no-code solution, some users mention it has a learning curve. Getting used to the platform's interface and features can take time.

    ✅ Two scraping solutions

    ✅ Suitable for dynamic websites

    ✅ Various export options

    ✅ No-code platform

    ❌ Learning curve

    5. ParseHub

    Source: ParseHub

    ParseHub is another Mac-friendly scraping solution on our list. All you need to do is download the app for Mac devices, set it up, and you're good to go.

    The platform's main appeal is its versatility. You can use ParseHub to download data from popular websites that work seamlessly, as well as those that are lesser-known, laggy, or complex. The platform can search through forms, open dropdown lists, click on maps, and log in to websites to get you the desired info with zero issues and interruptions.

    The best part is that you can do all of this without writing a single line of code. You simply click on the elements you want to scrape. This is possible thanks to ParseHub's machine learning relationship engine that screens the page to pick up on the element hierarchy and make scraping easy for everyone. 😍

    If you like ParseHub but don't want to commit yet, take advantage of its free plan. Although it has limited features, it can help you understand the platform's ins and outs. If you decide to subscribe, you can choose between three plans (prices are for per-month subscriptions):

  • Standard: $189/month
  • Professional: $599/month
  • ParseHub Plus: Custom
  • As for drawbacks, many users point out the platform's pricing and lack of intuitiveness. Some steps feel redundant and overly complicated.

    ✅ Versatile

    ✅ No-code solution

    ✅ Machine learning relationship engine

    ✅ Free plan 

    ❌ Lacks intuitiveness

    ❌ Expensive

    6. Oxylabs

    Source: Oxylabs

    Oxylabs is a scraping service offering over 100 million residential and two million datacenter IP proxies, allowing you to effortlessly scrape info from any website (as long as it's legal). It stands out due to versatility. Carefully designed features are suitable for various use cases and industries, from real estate and automotive to travel and entertainment. 👌

    The platform's web scraping API solution relies on machine learning-driven proxy management. It automatically selects and rotates proxies from 195 countries to ensure consistent and efficient scraping and global coverage. Users can gain more control over the scraping process by setting custom headers and cookies. 😍

    The web scraper API has an AI-powered web data collection infrastructure users can benefit from in more than one way:

  • There's no scraper or browser development or maintenance
  • Anti-scraping systems are easy to bypass
  • Allocating resources toward data analysis is simplified
  • Oxylabs has two pricing structures: Regular and Enterprise. Regular has three plans:

  • Micro: $49/month
  • Starter: $99/month
  • Advanced: $249/month
  • There's no free plan, but there's a free seven-day trial allowing you to try out the platform's options. Unfortunately, the trial is limited to a single user.

    The Enterprise structure offers four pricing options:

  • Venture: $499/month
  • Business: $999/month
  • Corporate: $2,000/month
  • Custom: Starts from $10,000/month
  • Although it offers multiple pricing options, Oxylabs is expensive, at least according to some users. They point out that the price is much higher compared to other proxies on the market. Some users also mention a higher failure rate.

    ✅ ML-driven proxy management

    ✅ Custom headers and cookies

    ✅ AI-powered web data collection infrastructure

    ✅ Multiple pricing options

    ❌ Expensive

    ❌ Higher failure rate

    Which Web Scraper for Mac Should You Choose?

    Every Mac web scraper we've reviewed brings something valuable to the table, but the question is, which one should you choose? There's no universal answer since everyone's needs and expectations are unique.

    To make the best choice, you need to ask yourself the following questions:

    ➡️ How big is my team?

    ➡️ What is my budget?

    ➡️ What will I use the scraper for?

    ➡️ What extra functionalities do I need?

    ➡️ What apps and platforms am I currently using?

    If you're looking for a multifunctional tool that can handle much more than scraping and help you streamline multiple processes, our vote goes to Clay. 🏆 The platform offers feature versatility, ease of use, scalability, and consistency without straining your budget.

    Move Beyond Scraping With Clay

    We've mentioned Clay's excellent scraping options (Claygent, templates, and the Chrome extension that works seamlessly on your Mac), but this is only a small portion of the platform's uses. With it, you can organize and enrich your data, write personalized messages, and leverage dozens of integrations to get even more use from it.

    The platform integrates with over 50 databases, apps, and platforms. Through your Clay account, you can leverage the functionalities of platforms like Apollo.io, Hunter, and Clearbit to find and enrich data and organize your work. This doesn't require creating more accounts or overpaying for tools you'll use only occasionally. You get access to all of Clay's integrations with your account. ☑️

    Clay relies on waterfall enrichment to deliver the desired data. It searches databases one by one to find and fetch the data you need, thus maximizing coverage and minimizing costs. You only pay for the data you get. Here's how it works, in three steps:

  • You select the data you're interested in (like work emails or phone numbers)
  • You choose the providers you want Clay to search
  • Clay follows your orders and delivers the desired info
  • Source: Clay

    A common scraping issue is inconsistent data. You can often end up with a table filled with people's nicknames, all kinds of emojis, or unconventional job titles. With Clay's data formatting options, you can ensure consistency across the board and normalize names, job titles, locations, domains, phone numbers, and more. 🥳

    If you're sales-oriented, you'll appreciate Clay's AI message drafter. Use the data you gathered to create hyper-personalized messages that will resonate with your prospects. 💌

    Hundreds of users are impressed by Clay's features. Check out this user's testimonial:

    Source: Product Hunt

    Frequently Asked Questions

    What is a good Mac web scraper?

    A good Mac web scraper depends on your needs. For no-code visual scraping, Octoparse and Web Scraper are strong options. For teams that need scraping plus enrichment and workflow automation, Clay is the most versatile choice since it works on Mac via a Chrome extension and includes an AI web scraper (Claygent) built into the platform.

    What is web scraping and what is it used for?

    Web scraping is the automated process of extracting data from websites. Common use cases include lead generation, price monitoring, review collection, and pulling contact information from directories. The tools in this guide cover all of those use cases and work on Mac.

    Do I need to know how to code to scrape websites on a Mac?

    No. Most tools on this list are no-code solutions. Clay, Octoparse, Web Scraper, and ParseHub all use point-and-click or visual interfaces, so you can scrape data without writing a single line of code.

    Can these Mac web scrapers handle dynamic or JavaScript-rendered websites?

    Several can. Web Scraper's browser extension explicitly supports JavaScript execution and dynamic websites. Octoparse and ParseHub also handle complex, dynamic pages. Clay's Claygent can visit and extract data from virtually any website, including those with dynamic content.

    Create Your Clay Account

    The best time to set up your account with Clay is today. ✨ You can do it in a few simple steps:

  • Head to the signup page 
  • Enter the necessary information
  • Explore the platform's handy scraping, enrichment, and automation options
  • If you want to discover more about the platform, we recommend exploring Clay University, where you can see detailed feature walkthroughs. You can also join the Slack community and sign up for the newsletter. It will help you stay in the loop about the latest updates and learn more about Clay's uses. 🖥️

    💡 Bonus read: Want to know more about web scrapers? Read our detailed guides on extracting data from various websites and platforms and the best tools to do it with:

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