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Who is this for: developers who are proficient at programming to build a web. Web scraping tools and software cannot handle large scale web scraping, complex logic, bypassing captcha and do not scale well when the volume of websites is high. For such cases, a full-service provider is a better and economical option. Even though these web scraping tools extract data from web pages with ease, they come with their limits.
Autland Suite v10.9(UPDATE)C# Web Scraping
AIOStream 3.0.0.5(UPDATE)
ContentBomb Elite v1.1.1
Following Like v2.9.7(UPDATE)
Jarvee (UPDATE)
Mass Planner(UPDATE)
My Ecom Spy v1.0.1.1
Paigham Bot v9.0.9.0(UPDATE)
Socinator v1.0.0.17(UPDATE)Account Creation Tools
Instagram Registration Bot
PVA CREATOR v1.8.1 DELUXE(UPDATE)
SHARK ROCKETR NET ACCOUNT CREATOR
SHARK SELLY GG ACCOUNT CREATORAdult XXX Marketing Tools
Adult Video Tools Beta
Adult Video Blaster v1.57 Ultimate(UPDATE)Aliexpress Marketing Tools
AliInspector v1.0.4.1
AliProspector v1.5Amazon Marketing Tools
[Image: MypX.png]
A-Z PRODUCT FINDER
AMAsuite v5.0
AZ-Prospector v2.4
Best Web Scraping Tools
Ama Search Analyzer v5.0.1.1
AMA Keywords Generator v5.0.1.1
AMA Top Product Analyzer v5.0.1.4
AsinInspector Pro v2.4.6
Jungle Scout Pro
UltimazonArticle Creators & Spinners
[Image: Mypo.png]
SpinnerChief v5.0 Ultimate
Expired Articles Hunter v2.0.0.71
X-spinner v3.5 EliteBot Maker Suites
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Web Scraping Python
BotChief Developer v4.7.4Captcha Solver Tools
GSA Captcha Breaker v3.7.3Craigslist Marketing Tools
Craigslist Dominator v3.0.0.2
Craigslist Auto Posting Software (UPDATE)Facebook Marketing Tools
[Image: MypJ.png]
Adam Auto Mailer v6.0
Audience Analyzer v1.0.1.5
Digzilla v3.6
Facedominator v3.5.42
FB Audience Blaster v4.0
Facebook B2B Leads Scraper v1.8.1
Facebook Data Scraper INTEREST ARCHITECT v1.0.1.8
Interest Explorer Pro v8.0
Qilio 3.0.1Piggyback Payday GoldDigger v1.0.1
Simple Facebook Auto Poster 11.1.1.8
Social Ad Creator v1.0.8
Social Page Analyzer v1.0.1.2
Simpel Audience X Pro
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Simpel Audience v4.21 X
Social Ad Suite Pro v1.7.8.1
Target Generator v1.0.1.0
Tmaster Pro v1.29
Viral Pics v1.4
VidPush Pro v2.19
Xtra Pro v7.0Google+ Marketing Tools
GPlus Dominator v2.0.0.11Instagram Marketing Tools
[Image: Mypk.png]
GRAM MULTITOOL v0.8.4 GMT2
Gram Dominator v2.5.0.50
IGramTool – IG Scraper v2.9.26.1(UPDATE)
Instagram Turboer
Instadub v3.4.95(UPDATE)
Insta Money Bot v2.1.4
Instagram Mass (Follow/Like/Comment) Bot
NinjaGram v6.1.1.0(UPDATE)Keywords Finder & Generator Tools
[Image: HwJMSXt.png]
Keyword Researcher Pro
Keywords Jeet v1.7
Fresh Title v1.0.0.7
Market Samurai v0.94.21
Teknife Keywords Scraper v1.0.1.5
Video Keywords Spy Pro v1.0.7
Video Marketing Blaster Pro v1.30LinkedIn Marketing Tools
LinkedIn Dominator v3.5.0.18 AgencyList Building & Email Marketing Tools
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BlackBulkMail Elite v1.4.5
Detect-Email(UPDATE)
Email Jeet Pro v2.0
Email Send Master Pro v1.0.0.5
Online Lead Finder Turbo v3.5.35
List Janitor Agency v1.4.3
Send Blaster Pro v4.1.8Music Marketing Tools
Reverbnation Bot 1.4.1.1
SoundCloud Manager v3.4.55(UPDATE)Quora Marketing Tools
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Riseist Quora Bot v1.0.0.1
Pinterest Marketing Tools
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Ninja Pinner v5.7.4
PINDOMINATOR v3.5.0.22
Pinflux Pro v1.9.10(UPDATE)
Pin Campaigner
Reddit Marketing Tools
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Reddit Dominator v2.0
Social Exchange Bots
Social Media Boost
SEO Tools
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Money Robot Submitter v7.33
GSA SEO Indexer v2.19
GSA URL Redirect Pro v1.78
GSA Search Engine Ranker v12.70
Senuke TNG Pro v5.0.30
SEO Content Machine v4.18.4.30
SEO PowerSuite Enterprise
SEO Commander v2.1
Traffic Generation Bots
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Diabolic Traffic Bot v6.22
Google Search Bot v4.1
Trafficbot Pro Elite v1.4.4
Teknife Traffic Bot
Tumblr Marketing Tools
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TumbleNinja v2.5.5.0
TumblingJazz(UPDATE)
Twitter Marketing Tools
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TwtDominator v5.5.0.2
TwitterDub(UPDATE)
Twitter Tailored Audience
Twitter Account Manager Pro v2.9.2
TwitterBot v1.1.5.5
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4K StoGram v2.6.7
AMZing PRO Bundle (Amazon, Ebay & AliExpress Scraper)
Domain Hunter Gatherer Pro v1.7.96(UPDATE)
Domain Ronin v1.111
Email Scraper Chief Pro
G-Business Extractor
GSA Proxy Scraper v2.46
Getty Images Downloader
Serp Digger v3.0.11
Top Lead Extractor v3.0.14
WebHarvy v5.2.0.155
Yellow Leads Extractor v1.9.0
Yellow Pages Scraper Global v1.0.3.21
Ultimate Image Scrapper 1.0.6.3
Whatsapp Marketing Tools
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WhatsApp Sender Pro v4.1
AutoSen v3.7
WhatsApp Validator
Bulk Whatsapp Sender 2018
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TUBEASSIST PRO v1.0.5.2 ULTIMATE(UPDATE)
Live Event Blaster v2.0.2 PRO 2
TUBE ENGAGE PRO v1.7
Tube Rank Jeet 3 Agency v4.0.1
TUBE INSPECTOR JEET v3.1
Tube Traffic Pro
Traffic Xtractor v2.1
live Caster Agency v1.5.3
MASS VIDEO BLASTER PRO v2.52(UPDATE)
NicheXploit Pro
Traffic Spy v1.0.12
PlayTraffic Agency v1.0.6
Video Jeet 2 Pro v2.3.2
Youtube Promosi v1.1.1 (Comment Bot)
Video Creators
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EasyVSL v3.5.11
Levidio Motion PRO
Mass Video Blaster v2.5
Memester Video Edition v1.3.2 Agency
Pixo Blaster v1.09 Pro
VideoTweeter v1.1.5.0 Elite
Video Spin Blaster Pro v2.28
Teknikforce Marketing Tools
Niche Xploit Agency
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Sitebulb v2.6.2 CrackedTraffic Sender Tools
TrafficBotPro II 1.5.0 UPDATED 2020
Diabolic Traffic Bot v6.44 Cracked UPDATED 2020
GA 4in1 TrafficBooster -PC & Mobile Organic, Social, Referrer, Direct Traffic Generator
Simple Traffic Bot v15.6.1.9 Cracked | Update 17-07-2019
Website Auto Traffic Generator Ultimate v7.3 Cracked
TrafficBotPro v1.8.0 Full Cracked Final update2019Affiliate ToolsAMZ,CB,Ebay
AmazonChief v1.0.1.2 Cracked NEW 2020
Ali Inspector 2 v2.0.3.1 Cracked Last update October 2019
Ali Inspector 1.0.5.2 Cracked Last update October 2019
AMA Review Analyzer v5.0.1.1 Cracked Last update October 2019
Instazon Pro Cracked
AMA Keyword Generator v5.0.1.4 Cracked
AMA Top Product Analyzer v5.0.1.7 Cracked
WishInspector v1.0.1.4 Cracked
AMA Search Analyzer v5.0.1.6 Cracked
CraigsList Marketing Tools
Craigslist AutoPosting Tools v 1.0.106 Cracked Multiple grabbing&posting Tool Last update October 2019
Web Scraping Tools 2020
Web Data Scraper v4.2.3.33 Cracked
AntSoft Phone Extractor v3.1.1.3 Cracked
AntSoft Website Extractor v2.0.9.1 Cracked
Web Contact Scraper 5.4.1.0 Cracked
Cut Web Phone Extractor Advance 2.8.978 Cracked
WebHarvy v5.4.0.164 Cracked
Web Email and Phone Extractor Pro v5.3.7.35 Cracked
Internet Email Extractor v6.3.3.35 Cracked
Internet Email Extractor Website v5.5.3.23 Cracked
Files Email and Phone Number Extractor v5.2.7.33 Cracked
Web Data Miner v5.2.3.33 Cracked
Files Email Extractor v6.1.3.73 Cracked
Internet Phone Number Extractor v6.6.1.27 Cracked
Phone Number Web Extractor v4.3.0.27 Cracked
Files Phone Numbers Extractor v6.6.3.23 Cracked
Lead & Local Marketing Tools 2020
EuroPages & Kompass Scraper FULL VERSION Cracked NEW 2020
Botsol Crawler v7.3.5 Cracked NEW 2020
Local Business Extractor v4.23 Cracked New Septe 2019
Hercules Yellow Pages v1
RS Lead Prospector V2.59 – Build Unlimited B2B Leads From LinkedIn
Yellow Leads Extractor V6.2.5 Cracked
RS Phone Prospector V2.40 Get Direct Phone Numbers of your Targeted Prospects
RS Lead Extractor Ultimate V 2.23
Top Lead Extractor v3.1.30 Cracked
Xing Lead Extractor v3.0.7 Cracked
Social Media Tools 2020
AIO Social Media Marketing Tools
Micro Social-Autland Suite V 19.26 CRACKED Last update Septe 2019
AD Share V2.9.9 Cracked – Last update Septe 2019
Paigham Bot v9.1.2.1 Lifetime Activated Last update October 2019
Socinator 1.0.0.62 Cracked
MonsterSocial v1.06.0230 Cracked
LetsExtract Email Studio Business v. 5.4.0.38.740 NEW 2020
Facebook Marketing Tools 2020
PixLEADS PRO – World’s First – Facebook Auto Scraper v5.1 Cracked NEW 2020
SoftZAP Facebook Data Extractor Cracked NEW 2020
SoftZAP Facebook Data Extractor – Group Blaster CrackedNEW 2020
FB Data Miner 4.1 Cracked New Septe 2019
FB Leads Extractor v2.25 Cracked New Septe 2019
Social Page Analyzer v1.0.1.6 Cracked
Fb Business data extractor 2.0.4.4 Cracked
[FB Smart Tools 2019 [NEW
FacebookAutomation 6.9 Cracked Last update Septe 2019
Simple Facebook Auto Poster v23.6.1.9 Cracked | Update 17-07-2019
Simpel Audiens X 2019 Final CRACKED Last update Septe 2019
AudienceAnalyzer v1.0.2.0 ِCracked Last update October 2019
Twitter Marketing Tools
Twitterdub v3.0.3.5 Cracked
Linkedin Marketing Bot
Linkedin Email Extractor v3.0 Cracked
LinkedOMata v2.0.0.427 Cracked
LinkedIn Sale Navigator Extractor v4.0.2092 Cracked
LinkedIn Company Extractor v4.0.1792 Cracked
LinkedIn Missing Data Extractor v3.2.2 Cracked
Linkedin Lead Extractor v4.0.2092 Cracked
LinkedIn Recruiter Extractor v4.0.2092 Cracked
Pinterest Marketing Bot
Ninja Pinner v7.5.5.6 Cracked
Pinflux 2 Agency 3.1
Instagram Marketing Bot
SoftZAP Instagram Mention Cracked NEW 2020
iGramTool.com – Instagram account creator v3.5.12.3 Cracked New 2020
SoftZAP Instagram Extractor Cracked New 2020
Hot – Insta Sender 2019 Cracked NEW 2020
IGdm-Pro v1.4.1 Cracked NEW 2020
InstaPrimed V 1.0-enterprise Version -UPDATED
[Indiegram V1.2 [New 2019
Instadub v3.7.1.2 Cracked
Simple Instagram Bot v15.6.1.9 Cracked | Update 17-07-2019
Gram MultiTool 2 v1.0.1 Cracked
NinjaGram v7.5.8.4 Cracked – Instagram Bot
Tumblr Marketing Tools
TumbleNinja v3.0.7.0 Cracked
TumblingJazz v1.9.6.1 Cracked
Yahoo Marketing Bot
Yahoo Email ID Extractor v3.7.2.23 Cracked
Chrome Extension
LeadSnatcher v1.1 Cracked New Septe 2019
Telegram Marketing Software
Telegram Pro – Telegram Professional Marketing Software Cracked NEW 2020
Telegram Tools – Bulk Sender For Telegram Cracked NEW 2020
Telegram Boss Cracked NEW 2020
Telegram Auto 2.7.1 Cracked NEW 2020
TrueTelegram v1.0.1 Cracked NEW 2020
Other Social Media Tools 2020
Social Email Extractor v3.0 Cracked New Septe 2019
Hercules OLX Extractor v2
Poshmark Tools v1.0.4.3 Cracked Updated Septe 2019
Hotmail Email ID Extractor v3.7.2.25 Cracked
Gmail Email ID Extractor v3.6.1.35 Cracked
Account Creator Tools 2020
PVACreator 2.4.1 Deluxe version -UPDATED
Onet.pl – Email Account Creator v1.11.23.2 Cracked NEW 2020
Keyword Research/Tracking/Competition
KeywordAtlas v1.0.0.7 Cracked NEW 2020
FreshTitle v1.0.0.7 Cracked
InterestArchitect v1.0.1.8 Cracked
Publisher Rocket v2.0.25 Cracked
Rank Tracker Enterprise v8.27.1 Cracked Multilingual Full Version
Screaming Frog SEO Spider v11.3 Cracked
Domains Tools 2020
Expired Domain Hunting
Domain Hunter Gatherer Pro v2.0.13.0 Cracked
Domain Analyzer and research
URL Profiler v1.93 Agency Lisense Cracked
Visual Web Ripper v3.1.0 Cracked
App/Mobile Marketing Tools 2020
Bulk Messenger – Plus v4.7.10.1 Cracked
Management-Ware Bulk SMS From PC Professional Edition v2.0.0.3 Cracked
Android Bulk SMS Sender v6.0.1.17 Cracked
TruePhoneGenerator v2.0.0 Cracked NEW 2020
TrueANDROID MESSAGES v1.0.2 Cracked NEW 2020
WhatsApp Marketing Tools 2020
ZapMax WhatsApp AutoChat v4.2 – 2020 – Cracked NEW 2020
Bulk Sender Pro v12.0 Full Version Cracked NEW 2020
Wa Marketing Software v6.1 Cracked NEW 2020
Wappblaster – Whatsapp Number Filter Cracked NEW 2020
WhatsApp Filter 2019 Cracked NEW 2020
WhatBot: Whatsapp ChatBot and Auto Reply Pro v2.0 Cracked NEW 2020
TrueWhats v5.8.4 Cracked NEW 2020
TrueWAppService v1.0.0 Cracked NEW 2020
TrueWhatsFilter v2.1.1 Cracked NEW 2020
WhatSenderPro v5.0 Cracked NEW 2020
WA Sender Pro v6.4 Cracked-Updated 2020
EBWS (EASY BULK WHATSAPP SYSTEM) PRO Cracked
[Hercules Whatsapp Sender V3.1 [new 2019
Grow Up Marketing Digital_Whatsapp Marketing Bulk Sender
Smart Sender Pro + DataExtractorPro v0.0.2 – Amazing tools
[ 2019 Business Sender V 2.0[ New
WhatsappMarketing Pro v5.5.0
Viber Marketing Software 2020
Email Marketing Tools – Local Marketing Tools 2020
1st Directory Email Spider Cracked NEW 2020
1st Email Address Verifier Cracked NEW 2020
1st Fax Extractor Cracked NEW 2020
1st Email Address Spider Cracked NEW 2020
Bulk Email Direct Sender Cracked NEW 2020
Super Email Harvester Cracked NEW 2020
Fast Bulk Mailer Pro v3.0.2.9 Cracked NEW 2020
Sky Email Sorter v7.0.0.4 Cracked NEW 2020
Sky Email Sender v7.0.0.6 Cracked NEW 2020
Sky Email Verifier v7.0.0.2 Cracked NW 2020
Sky Email Extractor v8.0.0.2c Cracked NEW 2020
AB Bulk Mailer v9.9 Cracked NEW 2020
Website Email Address Extractor v1.1 Cracked NEW 2020
Sky Email Extractor 7.0.1.0 Cracked New Septe 2019
AB Bulk Mailer v9.9 Cracked New Septe 2019
RS Outlook Email Extractor V 5.0.3 Easily Extract Email address from Outlook
AntSoft Email Verifier v5.0.1.2 Cracked
Fast Mail Sender v4.2.3.45 Cracked
Management-Ware Mass Mailing News Enterprise v2.4.0.8 Cracked
RS-Email Verifier V2.70-unlimited bulk email verification Last update October 2019
AntSoft Email Sender v5.0.2.7 Cracked
Antsoft Email Sorter v5.0.2.3 Cracked
AntSoft Email Extractor v5.0.4.2 Cracked
RS Email Extractor V5.0.0.17 – Build bulk email list with keyword search for your bulk email
Email Verifier 7 v7.3.1.3 Cracked
Sendblaster Pro Edition 4.3.3 Multilingual Full Crack
RS Business Email Finder 360 V 2.50.0 – Find anyone’s official email and get started with email outreach campaigns Last update October 2019
Web Email Extractor Pro v5.4.3.39 Cracked
Simple Mailer Pro v15.6.1.9 Cracked | Update 17-07-2019
Management-Ware Email Address Finder Professional v1.3.2.22 Cracked
Cute Web Email Extractor Advance v1.8.981 Cracked
[New]Email Checker Pro V 4.1 CRACKED
Valid Email Verifier v1.0.1.6 Cracked
Email Extractor v6.6.3 Professional Edition Cracked
Rapid Email Sender Advance v1.0 Cracked
Email Jeet 2 PRO Cracked
Bulk Mailer 9 v9.4.2.6 Cracked
Email Sorter Pro v1.4.0.0 Cracked
Advance Bulk Mailer v3.1.2.45 Cracked
Other Extractor Tools
Web PDF File Email Extractor v2.0 Cracked NEW 2020
Outlook Email Extractor v2.2 Cracked NEW 2020
Outlook Email Extractor Pro v4.0 Cracked NEW 2020
PDF File Email Extractor v2.1 Cracked NEW 2020
Thunderbird Email Extractor v2.0.7 Cracked NEW 2020
Premium All File URLs Extractor v2.7 Cracked NEW 2020
All File Email Extractor v2.4 Cracked NEW 2020
Helium Scraper v3.2.2.3 Cracked NEW 2020
Sky Phone Extractor v7.0.0.2 Cracked NEW 2020
Video Marketing Tools 2020
Vidscribe AI PRO v2.5 Cracked NEW 2020
First In The World – VideoScribe v3.5.1 Cracked NEW 2020
Mass Video Blaster Pro v2.57 Cracked
Pixo Blaster v1.14 Cracked
Memester Video Edition Pro v1.5 Cracked
Video Marketing Blaster Pro 1.37 Cracked
PlayTraffic Pro Cracked
Youtube Marketing Tools 2020
Tuberank Jeet 4 PRO Cracked
Traffic Jeet 4 Pro Cracked
TubeTraffic Pro v1.96 Cracked
TubeRank Jeet 3 Pro Cracked
Sound Marketing Tools 2020
ReverbnationBot v1.4.2.3 Cracked
Soundcloud Manager v3.5.0.9 Cracked
Proxy Scraper & Havester 2020
ProxySpider Pro v1.3 Cracked NEW 2020
Web/URL/Comment Scraper & Havester 2020
Yellow Pages Spider 3.88 Cracked New Septe 2019
Yellow Pages Extractor v2.1.9 Cracked
Spider Annunci v5.8.0 Cracked-updated
Indexer Tools 2020
Simple Backlink Indexer v15.6.1.9 Cracked | Update 17-07-2019
Maps Marketing Tools 2020
Google Map Extractor v2.1.3 Cracked
G-Business Extractor V 5.0.0 Cracked Last update October 2019
Google Bing Extractor 3.8 Cracked
Spider Annunci Online v5.0.4 Cracked
Misc Collection 2020
SEOContentMachine 4.19.6.24 Cracked
SEONeos PRO Cracked
CoreSEO PRO Cracked
SeoTools for Excel v8.0.90.0_20190121
Email Marketing Tools, Scraper Tools, Updated 2019 – 2020
RS Lead Prospector Premium v3.33 Lifetime Cracked
WhatsApp Sender Pro 2020 [UPDATED ARIL 2020]
Social Email Extractor v5.2.0 Cracked
Google/Bing Email Extractor v4.7.0 Cracked
Social Phone Extractor v5.2.0 Cracked
Yellow Leads Extractor v7.0.0 Cracked
G-Business Extractor v5.6.0 Cracked
Soundcloud Manager v3.5.6.6 Cracked
Twitterdub v3.1.0.8 Cracked
TumblingJazz v2.0.0.3 Cracked
InstaDUB v3.7.8.9 Cracked
Jarvee v2.4.9.9 Cracked
Mass Planner v4.1.9.9 Cracked
Pinflux 2 Agency v4.5 Cracked
VidIQ Vision for YouTube Enterprise v3.16.1 Full Activated
Socinator v1.0.0.82 Cracked
RS Business Email Finder 360 Enterprise v2.56 Lifetime Unlimited Credits
Ninja Pinner v7.5.8.7 Cracked
NinjaGram v7.6.0.5 Cracked
Xploiter Email Verifier v1.1.5 Cracked
Heart Sender v2.0.34 Cracked
Bulk WhatsApp Sender PRO v6.0 Cracked
Telegram Scraper Premium v8.7 Cracked
Alpha Bulk Messenger Plus v5.3.27.1 Cracked Unlimited Balance
G-Extractor v4.0 Cracked
Business Sender v3.0 Cracked
Sitebulb v3.5.2 Pro & Ninja Version Cracked
Camtasia Studio v2019.0.10 Full Version (Multi User License)
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Paigham Bot v9.1.4.0 Cracked (Lifetime Activated)
Adrian Morrison – Instagram Mastery Course
Simple FB Auto Poster v5.2.2.0 Cracked
MailStyler 2 Pro v2.6.0.100 Cracked
SendBlaster Pro v4.3.5 Full Version
SEO Log File Analyser v3.3 Full Version
Screaming Frog SEO Spider v12.6 Full Version
Email Extractor v6.6.5.10 Professional Edition Cracked
Publisher Rocket v2.0.40 Cracked
Craigslist AutoPosting Tools v1.0.130 Cracked (Updated 09 February 2020)
Rapid SEO Tool Enterprise v2.10.0.22 Cracked
SENuke TNG v5.0.71 PRO Cracked [86bit & 64bit]
Target Generator v1.0.1.2 Full Version
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FreshTitle v1.0.1.2 Cracked
Ali Inspector 2 v2.0.3.5 Cracked
LinkedOMata v2.0.0.475 Cracked
TrafficSpy v1.2.2 Cracked
Tube Traffic PRO v1.98 Cracked
VidScribe AI PRO v2.9 Cracked
Telegram Auto v2.17.3 Cracked [UPDATED FEBRUARY 2020]
RS Outlook Email Extractor v5.0.0.3 Cracked
RS Lead Extractor Ultimate v2.25 Lifetime Cracked
RS Email Verifier v2.73 Enterprise Cracked
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Live Event Blaster PRO Local v2.09 Cracked
Video Spin Blaster PRO Plus v2.35 Cracked
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Adult Video Blaster Platinum v1.63 Cracked
iGramTool – Instagram Account Creator v3.5.12.3 Cracked
iGramTool – Instagram Scrapers Package v3.12.9.5 Cracked
Boxxer Facebook Extractor Full Version Cracked
Boxxer Leads Extractor Full Version Cracked
Boxxer Email Phone Fax Extractor Full Version Cracked
MorphyMail Email Marketer Full Version Cracked
Boxxer Email Extractor Full Version Cracked
Easy Sketch Pro v3.0.6 Cracked [WIN & MAC]
Market Samurai v1.0.1 PAID Version Cracked
[FIXED] Keyword Atlas v1.0.0.9 Cracked
Explaindio Video Creator PLATINUM v4.021 Cracked
EmEditor v19.5.0 Lifetime License
Ultimate Graphic Designer Bundle for Photoshop
Vinci3D v1.042 Cracked
LetsExtract Email Studio v5.5.0.41009 Business Edition
WebHarvy v6.0.1.173 Cracked
FB KIT 2020 Cracked
Telegram Pro Cracked
Telegram Boss v1.2.0 Cracked
[FIXED] PixLEADS 2020 Cracked
RS Directory Scraper Pro Bundle v5.0.1.59 Cracked
VideoSeeder PRO v1.9 Cracked
Contact Page Submitter (CPS) v8.8 Released 81910 Cracked
F User Data Extractor Cracked
Linkedin Data Extractor Cracked
G-Map Data Extractor Cracked
Wa Marketing Software v6.1 Cracked
WA Autopilot Marketing 2020 Cracked
Telegram Autobot 2020 Cracked
Facebook Data Extractor 2020
NoBounce Email List Cleaner v1.2.2.0 Cracked
Web Contact Scraper v5.5.0.0 Cracked
Keyword Researcher PRO v13.120 Full Version
NextStep 2019 was an exciting event that drew professionals from multiple countries and several sectors. One of our most popular technical sessions was on how to scrape website data. Presented by Miguel Antunes, an OutSystems MVP and Tech Lead at one of our partners, Do iT Lean, this session is available on-demand. But, if you prefer to just quickly read through the highlights…keep reading, we’ve got you covered!
As developers, we all love APIs. It makes our lives that much easier. However, there are times when APIs aren’t available, making it difficult for developers to access the data they need. Thankfully, there are still ways for us to access this data required to build great solutions.
What Is Web Scraping?
Web scraping is the act of pulling data directly from a website by parsing the HTML from the web page itself. It refers to retrieving or “scraping” data from a website. Instead of going through the difficult process of physically extracting data, web scraping employs cutting-edge automation to retrieve countless data points from any number of websites.
If a browser can render a page, and we can parse the HTML in a structured way, it’s safe to say we can perform web scraping to access all the data.
Benefits of Web Scraping and When to Use It
You don’t have to look far to come up with many benefits of web scraping.
- No rate-limits: Unlike with APIs, there aren’t any rate limits to web scraping. With APIs, you need to register an account to receive an API key, limiting the amount of data you’re able to collect based on the limitations of the package you buy.
- Anonymous access: Since there’s no API key, your information can’t be tracked. Only your IP address and cool keys can be tracked, but that can easily be fixed through spoofing, allowing you to remain perfectly anonymous while accessing the data you need.
- The data is already available: When you visit a website, the data is public and available. There are some legal concerns regarding this, but most of the time, you just need to understand the terms and conditions of the website you’re scraping, and then you can use the data from the site.
How to Web Scrape with OutSystems: Tutorial
Regardless of the language you use, there’s an excellent scraping library that’s perfectly suited to your project:
- Python: BeautifulSoup or Scrapy
- Ruby: Upton, Wombat or Nokogiri
- Node: Scraperjs or X-ray
- Go: Scrape
- Java: Jaunt
OutSystems is no exception. Its Text and HTML Processing component is designed to interpret the text from the HTML file and convert it to an HTML Document (similar to a JSON object). This makes it possible to access all the nodes.
It also extracts information from plain text data with regular expressions, or from HTML with CSS selectors. You’ll be able to manipulate HTML documents with ease while sanitizing user input against HTML injection.
But how does web scraping look like in real life? Let’s take a look at scraping an actual website.
We start with a simple plan:
- Pinpoint your target: a simple HTML website;
- Design your scraping theme;
- Run and let the magic happen.
Scraping an Example Website
Our example website is www.bank-code.net, a site that lists all the SWIFT codes from the banking industry. There’s a ton of data here, so let’s get scraping.
This is what the website looks like:
If you want to collect these SWIFT codes for an internal project, it will take hours to copy it manually. With scraping, extracting the data will take a fraction of that time.
- Navigate to your OutSystems personal environment, and start a new app (if you don't have one yet, sign-up for OutSystems free edition);
- Choose “Reactive App”;
- Fill in your app’s basic information, including its name and a description of the app to continue;
- Click on “Create Module”;
- Reference the library you’re going to use from the Forge component, which in this case is the “Text and HTML Processing” library;
- Go to the website and copy the URL, for example: https://bank-code.net/country/PORTUGAL-%28PT%29/100. We’re going to use Portugal as a baseline for this tutorial;
- In the OutSystems app, create a REST API for integration with the website. It’s basically just a “get request”, and place the copied URL;
- If you noticed we have the pagination offset already present in the URL, it’s the “/100” part. Change that to be a REST input parameter;
- Out of our set of actions, we’ll use the ones designed to work with HTML, which in this case, are Attributes or Elements. We can send the HTML text of the website to these actions. This will return our HTML document, the one mentioned before that looks like a JSON object where you can access all the nodes of the HTML.
Now we can create our action to scrape the website. Let’s call it “Scrape”, for example.
- Use the endpoint previously created, which will gather the HTML. We’ll parse this HTML text into our document;
- Going back to the website, in Chrome, right-click on the page where the content is that you’d like scraped. Click on “Inspect” and in the subsequent section, identify the table you’d like to scrape;
- Since the table has its own ID, it will be unique across the HTML text, making it easy to identify in the text;
- Since we now have the table, we really want to get all the rows in this table. You can easily identify the selector for the row by expanding the HTML till you see the rows and right click in one of them - Copy - Copy Selector, and this will give you “#tableID > tbody > tr:nth-child(1)” for the first row. And since we want all of them, we’re going to use “#tableID > tbody > tr”;
- You have now all the elements for the table rows. It’s time to iterate all rows and get to select all the columns;
- Now, select the column’s text, using the HTML document and the Selector from the last action, in addition to our column selector: “> td:nth-child(2)” is the selector for the second column which contains the Bank Name. For the other columns, you just need to iterate the “child(n)” node.
Since you have scraped all the information, check if you already have the code on our database. If we have it, we just need to update the data. If we don’t have it, we’ll just create the record. This should provide us with all the records for the first page of the website when you hit 1-Click Publish.
The process above is basically our tool for parsing the data from the first page. We identify the site, identify the content that we want, and identify how to get the data. This runs all the rows of the table and parses all the text from the columns, storing it in our database.
For the full code used in this example, you can go to the OutSystems Forge and download it from there.
Web Scraping Enterprise Scale: Real-Life Scenario - Frankort & Koning
So, you may think that this was a nice and simple example of scraping a website, but how can you apply this at the enterprise level? To illustrate this tool’s effectiveness at an enterprise-level, we’ll use a case study of Frankort & Koning, a company we did this for.
Frankort & Koning is a Netherlands-based fresh fruit and vegetable company. They buy products from producers and sell them to the market. As these products trade in fresh produce, there are many regulations that regulate their industry. Frankfort & Koning needs to check each product that they buy to resell.
Imagine how taxing it would be to check each product coming into their warehouse to make sure that all the producers and their products are certified by the relevant industry watchdog. This needs to be done multiple times per day per product.
GlobalGap has a very basic database, which they use to give products a thirteen-digit GGN (Global Gap Number). This number identifies the producer, allowing them to track all the products and determine if they're really fresh. This helps Frankort & Koning certify that the products are suitable to be sold to their customers. Since Global Gap doesn't have any API to assist with this, this is where the scraping part comes in.
To work with the database as it is now, you need to enter the GGN number into the website manually. Once the information loads, there will be an expandable table at the bottom of the page. Clicking on the relevant column will provide you with the producer’s information and whether they’re certified to sell their products. Imagine doing this manually for each product that enters the Frankort & Koning warehouse. It would be totally impractical.
How Did We Perform Web Scraping for Frankort & Koning?
We identified the need for some automation here. Selenium was a great tool to set up the automation we required. Selenium automates user interactions on a website. We created an OutSystems extension with Selenium and Chrome driver.
This allowed Selenium to run Chrome instances on the server. We also needed to give Selenium some instructions on how to do the human interaction. After we took care of the human interaction aspect, we needed to parse the HTML to bring the data to our side.
The instructions Selenium needed to automate the human interaction included identifying our base URL and the 'Accept All Cookies' button, as this button popped up when opening the website. We needed to identify that button so that we could program a click on that button.
We also needed to produce instructions on how to interact with the collapse icon on the results table and the input where the GGN number would be entered into. We did all of this to run on an OutSystems timer and ran Chrome in headless mode.
We told Selenium to go to our target website and find the cookie button and input elements. We then sent the keys, as the user entered the GGN number, to the system and waited a moment for the page to be rendered. After this, we iterated all the results, and then output the HTML back to the OutSystems app.
This is how we tie together automation and user interaction with web scraping.
These are the numbers we worked with, with Frankort & Koning:
- 700+ producers supplying products
- 160+ products provided each day
- 900+ certificates - the number of checks they needed to perform daily
- It would’ve taken about 15 hours to process this information manually
- Instead, it took only two hours to process this information automatically
This is just one example of how web scraping can contribute to bottom-line savings in an organization.
Still Got Questions?
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