16 Best CyberVista Alternatives For Learning Cybersecurity

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January 6, 2026

In this post, I will show you the 16 best CyberVista alternatives for learning cybersecurity.

Cybersecurity risks keep increasing, with reports showing a 40% increase between 2020 and 2024. As an individual or company, it’s essential that you’re knowledgeable about cybersecurity practices, no matter how basic. And that’s where platforms like CyberVista come in.

CyberVista offers data-driven cybersecurity training with various solutions, including Incident Response, Security Operations, IT Security Essentials, and Cloud Security Essentials, among others.

Top organizations around the world like Microsoft, Palo Alto, Allstate, and TriMedx use the platform, not to mention the millions of individual learners. However, there are other platforms for learning cybersecurity in the industry.

Not to mention, CyberVista courses are relatively expensive. Hence, if you check out the CyberVista platform and it doesn’t meet your interest, here are some affordable platforms to check out:

Table of Contents

Best CyberVista Alternatives

1. Intellipaat

If you are looking for a comprehensive and career-focused alternative for learning cybersecurity, the Intellipaat Cyber Security Course is a strong option to consider.

This course is created in collaboration with iHUB IIT Roorkee and EC-Council experts, giving you exposure to both academic rigor and industry relevance. It’s ideal for beginners, IT professionals upskilling into cyber security, or anyone seeking hands-on expertise in cyber defense and ethical hacking.

One of the highlights of this program is the 25+ real-world projects and hands-on assignments, which help you apply cybersecurity theories in practical environments, a valuable experience when preparing for cybersecurity roles in the industry.

2. Edureka

The first mention on our list of the best CyberVista alternatives is Edureka.

Edureka is a platform where you can learn any trending tech skill, and the Cyber Security course is one of the trending courses on the platform. So far, over 40,000 students have expressed their satisfaction with the Edureka Cyber Security course.

The course takes about 6 months to complete, which shows how in-depth it is. It’s taught by world-leading cybersecurity experts in a world-class facility, and the course aligns with the curriculum of other industry-relevant real-world projects.

After completing the course, you get a Certificate of Completion, which is recognized by thousands of companies worldwide.

Edureka

The online learning platform for gaining new skills and upgrading yourself.

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==>> CHECK OUT: Edureka

3. ExpertRating

ExpertRating is an online certification and employee testing platform. Therefore, not only will learners get the knowledge they need, but they’ll also be tested to confirm that they’re employable. In fact, the platform is tagged as the “World’s largest test inventory” with over 800+ skill tests.

The cybersecurity courses on ExpertRating are CompTIA—the Computing Technology Industry Association—courses. The Computing Technology Industry Association is a top trade organization that issues one of the most renowned professional certifications in the IT industry.

In addition, there are A+ certification courses for advanced, basic, and intermediate learners. Exclusive courses for Network+ and Security+ are also available.

ExpertRating

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==>> CHECK OUT: ExpertRating

4. QuizPlus

Unlike other CyberVista alternatives mentioned in this list, QuizPlus offers a different approach to online learning via questions and answers. The platform boasts of having the biggest database of online academic questions and answers, with over 20 million answered questions. More than 10 million students use QuizPlus.

To use QuizPlus, you just have to enter a keyword in the search box—the word “cybersecurity,” for example—and hit the enter button. You’ll get a panoply of questions and answers relating to the keyword.

You can switch to the quiz section to take full quizzes and not just individual questions. You can also buy study sets that have different quizzes, questions, and answers about a particular subject.

Quizplus

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==>> CHECK OUT: QuizPlus

5. Udemy

You can’t mention the top online learning platforms without mentioning Udemy. This is why Udemy is a suitable alternative to CyberVista for learning about cybersecurity.

With Udemy, you can learn anything, at your own pace. Over 3.8 million students learn cybersecurity with Udemy, and there are 185,000 courses on the platform, with over 850 of them about cybersecurity.

The best on the platform, however, is “The Complete Cyber Security Course: Hackers Exposed!” With this course, you learn how to become a cybersecurity specialist, and how to stop hackers, IT security, and INFOSEC practices.

Nevertheless, you can look up and take any other cybersecurity course on the platform that meets your learning needs.

6. LinkedIn Learning

LinkedIn is the most renowned professional career social media platform. Hence, it’s natural that their online learning platform, LinkedIn Learning, is one of the best platforms to improve your professional cybersecurity career.

As the best CyberVista alternative, LinkedIn Learning features career paths you can follow to become a cybersecurity professional. Also, courses on cybersecurity foundations, CompTIA security, and IT security are available.

The best thing about LinkedIn learning is that you don’t have to spend days and weeks learning—if you don’t want to. You’ll find many short, concise courses you can complete in a few hours.

LinkedIn Learning is a premium platform but you can use the platform for free, with access to everything, for a month.

7. Coursera

At number 6, we have another very popular online learning platform, one with over 5,000 courses. Coursera features courses from professional individual instructors as well as renowned universities and companies.

On the platform, you’ll find cybersecurity courses from IBM, New York University, Google, and Infosec, to name a few. The majority of cybersecurity courses, however, are from IBM.

Some notable courses include IBM Security Expert, Introduction to Cyber Security, IT Fundamentals for Cybersecurity, and Python for Cybersecurity.

The courses range from beginner to expert learning levels, and most of them are available in eight different languages.

8. Pluralsight Skills

Pluralsight is an online learning platform that focuses on technology for businesses. With the Skills platform, you can learn in-demand tech skills.

Learning with Pluralsight Skills is easy, thanks to the step-by-step approach the platform follows. Eight different cybersecurity paths are featured on Pluralsight, each one a collection of different cybersecurity courses.

The CompTIA CySA+ path, for example, contains 8 courses and runs for 17 hours. Other popular paths include the Threat Intelligence Analysis path and the SSCP path.

You can still take individual courses rather than follow paths, although following a path is recommended. In total, there are 167 cybersecurity courses on Pluralsight Skills.

9. RangeForce

Described as a “hands-on team cyber readiness platform,” RangeForce is a platform launched to empower cyber teams. Notably, the platform offers a free cybersecurity training program, unlike other best CyberVista alternatives mentioned in this post.

The training lessons are created by cybersecurity experts from different parts of the world, and there are new modules almost every week. That way, you’ll always keep up with the latest cybersecurity trends.

RangeForce features 7 different cybersecurity paths, and there are training levels for beginners, intermediates, and experts. Some of the areas the training covers include DevSecOps, security operations (SOC), PenTesting, and WebAppSec.

10. Hoxhunt

To learn cybersecurity with HoxHunt, you’ll have to undergo security awareness training. This training covers all the bases of online security, including privacy, device security, internet security, passwords & account security, among others.

If you’re a business, HoxHunt is an ideal alternative to CyberVista to use. The platform will automatically create exclusive learning paths for each employee. There is also micro training for quick learning.

HoxHunt boasts an extensive library with content that can be translated into over 30 languages. Learners can easily keep track of their performance using the key insights and modern reporting engine.

11. InfoSec Skills

The InfoSec Institute is a popular technology trading company. You can obtain security education from their Skills platform as an individual or business team. However, the platform is most suitable for business teams.

InfoSec Skills features more than 1400 cybersecurity topics across different cybersecurity areas. There are on-demand courses; hands-on courses; boot camps; and instructor-led courses.

This includes Networking Fundamentals, Hacking Machine Learning, Cloud Penetration Testing, and Remote Access Security, among others.

After learning, you get certification from the top certifying bodies like CompTIA, ISACA, EC-Council, Cisco, AWS, and others. InfoSec Skills features courses and boot camps offered by these bodies.

12. CBT Nuggets

CBT Nuggets is a popular learning platform among IT professionals. The platform offers three main solutions, including business, government, and, most importantly, cybersecurity.

You’ll find intuitive cybersecurity training with certifications on CBT Nuggets, ideal for business teams.

In particular, there are five cybersecurity courses: Security+ (SY0-601) Online Training Entry, CySA+ Online Training, CCNP Security Online Training, (ISC)² CISSP Online Certification Training, and CISM Online Training.

These courses range from entry to intermediate and advanced levels. They are relatively long courses, 10 to over 30 hours, but you can also learn short cybersecurity skills within 1 to 2 hours.

13. KnowBe4 Security

KnowBe4 Security offers what’s tagged as the “world’s most popular integrated Security Awareness Training.” Over 50,000 companies use the platform, making it the preferred best CyberVista alternative for businesses.

For business managers, you can easily keep track of the training of employees with the stats and graphs included in the reports.

The training covers the mechanisms of malware, ransomware, spam, phishing, and social engineering, among others. You’ll find everything in the content library of over 10,000 items.

But what you can access depends on what level of subscription you have. There are three levels of subscription.

14. FutureLearn

FutureLearn is one of the best online learning platforms. It offers courses from globally renowned professionals and universities. Among the subjects on the platform are IT & Computer Science topics, under which you’ll find cybersecurity courses.

Under cybersecurity, there are 4 ExpertTracks and 32 courses. FutureLearn ExpertTracks are simply collections of related courses. You can take up any ExpertTrack or single courses that meet your learning needs.

FutureLearn is a subscription-based platform, so you can also take multiple courses simultaneously.

In addition to the ExpertTracks and courses, you’ll also find cybersecurity micro-credentials and degrees on FutureLearn.

15. Codecademy

Codecademy is exactly what the name says—a coding academy. The platform is popular for learning programming languages like Python, JavaScript, and HTML & CSS.

If you prefer an exclusive programming approach to cybersecurity, Codecademy is one of the best CyberVista alternatives to use. However, as a platform that’s primarily about coding, Codecademy features just 7 courses on cybersecurity.

The courses include Fundamentals of Cybersecurity, Introduction to Cybersecurity, and Cybersecurity for Business, to name a few. Most of them are at beginner and intermediate levels.

After completing the courses, you’ll get a personalized certificate of completion. You can also learn more about cybersecurity with Codecademy’s CheatSheets and blog articles.

16. edX

Another best CyberVista alternative is edX. Not many platforms are comparable to edX when it comes to having courses from world-renowned universities. With over 560,000 students and 3,000 courses, edX is also renowned.

The Harvard Cybersecurity course is one of the most popular courses on edX. Although short, the course is in-depth, covering areas like cybersecurity analysis, security administration, and information security management.

Since the platform features courses from top global universities, edX courses are relatively expensive. However, you don’t just get a certificate of completion but, instead, premier certificates from the universities.

You can also take bachelor’s and master’s degree courses on cybersecurity and obtain real degrees.

Other Top CyberVista Competitors And Alternatives

ESET Cybersecurity Awareness Training

Keep yourself and your family secure and protected from online threats with the free ESET cybersecurity training.

Keep yourself and your family secure and protected from online threats with the free ESET cybersecurity training. Show Less

Springer

The publishing company with one of the widest distribution networks.

The publishing company with one of the widest distribution networks. Show Less

Best CyberVista Alternatives: Frequently Asked Questions

What are my main reasons for seeking CyberVista alternatives?

Cost: Does CyberVista fit your budget? Are there more affordable options?
Features: Does CyberVista offer the specific features you need, like phishing simulations or compliance training?
Ease of use: Is CyberVista’s platform user-friendly for your team?
Scalability: Can CyberVista adapt to your growing team or organization?
Integrations: Does CyberVista integrate with your existing security tools or LMS?
Customer support: Are you satisfied with CyberVista’s support responsiveness and quality?

What are the top CyberVista alternatives in terms of popularity and features?

Popular options include KnowBe4, Proofpoint, Wombat Security, PhishLabs, and Curricula. Each has unique strengths and caters to different needs.

How do I compare the features and pricing of different CyberVista alternatives?

Visit each vendor’s website: Review their features, pricing plans, and case studies.
Leverage online comparison tools: Some websites compare security awareness platforms based on features and pricing.
Read user reviews: Check independent review platforms like G2Crowd or Capterra for insights from real users.

What are some key factors to consider when choosing an alternative?

Content library: Does the platform offer a diverse and engaging content library relevant to your industry and threats?
Delivery methods: Does it offer various training methods like simulations, microlearning, and video modules?
Reporting and analytics: Does it provide detailed reports on user progress and campaign effectiveness?
Customization options: Can you customize content and reporting to fit your specific needs?

Should I consider open-source security awareness training platforms?

Open-source options like Security Onion and OpenVAS can be cost-effective, but require technical expertise to set up and maintain.

Are there any open-source CyberVista alternatives?

Gophish: Open-source phishing simulation tool for self-hosting.
Security Onion: Open-source platform with security awareness training modules.
SANS Institute Information Security Reading Room: Free access to security awareness articles and resources.

What are the potential benefits of using a managed security awareness service?

Managed services handle platform setup, content updates, and reporting, saving you time and resources.

How can I ensure a smooth transition from CyberVista to a new platform?

Export your user data: Most platforms allow exporting user data for seamless import.
Plan your training rollout: Communicate the change to users and ensure they understand the new platform.
Seek support from the new vendor: Many vendors offer migration assistance and training.

Bottom Line

CyberVista provides data-driven cybersecurity training to thousands of individuals and business users worldwide. However, when choosing a platform to learn from, there are several key factors to consider.

As a result, if CyberVista doesn’t meet your learning needs, you can try any of the best CyberVista alternatives listed above.

Among this list, we will recommend Intellipaat, Edureka, QuizPlus, ExpertRating, and Udemy as the top alternatives to replace CyberVista.

Edureka

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ExpertRating

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Quizplus

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What You Need to Know About NIST Cybersecurity Framework

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Chandra Palan

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January 6, 2026

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What You Need to Know About NIST Cybersecurity Framework

I will talk about NIST Cybersecurity Framework today. In today’s threat landscape, maintaining robust cybersecurity measures is a top priority for every organization.

With persistent and increasingly sophisticated cyber-attacks, safeguarding sensitive data, protecting intellectual property, and ensuring the continuity of crucial business systems can be daunting tasks.

Fortunately, the National Institute of Standards and Technology (NIST) offers a powerful solution to support American businesses in addressing these challenges: the NIST Cybersecurity Framework. NIST Cybersecurity Framework is accessible to and valuable for any organization, even though it was created to safeguard Department of Defense activities and vital infrastructure in the US.

Table of Contents

What Is NIST CSF?

The NIST Cybersecurity Framework provides a comprehensive set of rules and best practices to help organizations develop and improve their cybersecurity posture. It offers a consistent set of guidelines, standards, and recommendations to assist companies across industries in recognizing and mitigating cyber threats.

Whether you are building a cybersecurity program from scratch or looking to enhance an existing one, the NIST CSF can serve as a valuable tool. The framework comprises five fundamental functions that encompass all aspects of cybersecurity talents, initiatives, workflows, and regular tasks:

Identify: This function focuses on gaining a detailed understanding of the organization’s critical resources and assets to protect against cyber-attacks. It includes categories such as business environment, asset management, risk assessment, governance, risk management tactics, and supply chain management.
Protect: This function involves implementing suitable safeguards and protective measures to ensure the security of key infrastructure functions. It encompasses areas such as awareness and education, data protection procedures, maintenance, protective technology, identity management, and access control.
Detect: The detect function aims to establish safeguards that provide early warning signs of cyber-attacks. It involves identifying anomalies, ongoing security monitoring, and implementing effective detection procedures.
Respond: In the event of a cybersecurity incident, this function ensures a well-coordinated response. It includes planning for incident response, communication strategies, incident analysis, mitigation measures, and continuous improvement.
Recover: The recovery function focuses on strategies for resilience and business continuity following a cyberattack or security breach. It encompasses actions such as communication planning and recovery plan enhancements.

Advantages of NIST CSF

For managing cybersecurity risk, the NIST CSF offers a consistent vocabulary and organized process. The Framework Core describes resources for information and activities that may be integrated into cybersecurity programs. It is intended to supplement your present cybersecurity program rather than to replace it.

Organizations can determine areas where current processes need to be strengthened or where processes need to be added by developing a Framework Profile. These profiles help enhance communication inside your business and strengthen your risk management plan, together with the language provided in the Framework Core.

Your organization can choose cost-effective defensive measures that will be performed depending on information systems, environment, and the likelihood of cybersecurity incidents by combining a Framework Profile with an implementation strategy. Plus, the profiles they produce can be used as powerful evidence to prove due diligence.

Lastly, the Framework Implementation Tiers give your company context regarding the strength of your cybersecurity plan and if you have used the right amount of rigor given the complexity and size of your business. Budget, risk tolerance, and mission priority can all be discussed using tiers as communication tools.

READ ALSO: The Best Antivirus Software

NIST Cybersecurity Framework: Frequently Asked Questions

What is the NIST Cybersecurity Framework and what does it do?

The NIST CSF is a non-prescriptive framework that outlines key cybersecurity activities and best practices. It helps organizations identify, prioritize, and implement appropriate cybersecurity measures based on their unique risk profile. The framework is not a compliance requirement, but it can be used to support compliance with other regulations.

Who should use the NIST Cybersecurity Framework?

The NIST CSF is designed to be adaptable and can be used by organizations of all sizes and across various industries. It is particularly beneficial for:

Critical infrastructure providers: Organizations responsible for essential services like energy, communications, and transportation.
Government agencies: Federal, state, and local government entities looking to improve their cybersecurity posture.
Private sector organizations: Businesses of all sizes seeking to manage their cybersecurity risks.

What are the key components of the NIST Cybersecurity Framework?

The framework consists of five core functions:

Identify: Understand your assets, systems, and data.
Protect: Implement safeguards to protect your assets.
Detect: Continuously monitor for suspicious activity.
Respond: Contain an incident and restore normal operations.
Recover: Learn from incidents and improve your security posture.

Each function is further divided into categories and subcategories, providing specific activities and considerations.

Is the NIST Cybersecurity Framework mandatory?

No, the NIST Cybersecurity Framework is voluntary. However, many government agencies and critical infrastructure organizations are encouraged or required to use it. Additionally, many companies choose to use the framework even though it is not mandatory, as it provides a valuable tool for managing cybersecurity risks.

Endnote

The NIST CSF provides a powerful toolset to enhance how organizations identify, detect, respond to, and recover from cyber risk. By adopting the framework and tailoring it to your specific business needs, you can strengthen your risk management procedures and bolster your cybersecurity defenses.

Take advantage of this valuable resource to protect your organization’s assets, maintain customer trust, and ensure business continuity in the face of evolving cyber threats.

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De agressieve aanpak die potten flink groter maakt

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Mikkelsen Holm

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January 6, 2026

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De agressieve aanpak die potten flink groter maakt

Passief pokeren is duur pokeren. Je geeft informatie weg, je laat tegenstanders goedkoop hun draws zien, en je bouwt nooit de potten op waarin je echte winst kunt pakken.

De beste spelers ter wereld begrijpen dit principe tot in hun botten. Ze 3-betten, ze pushen, ze dwingen beslissingen af. Wie aan tafel zit om vrienden te maken, verliest geld aan degenen die er zitten om het te winnen.

Table of Contents

Waarom de 3-bet je belangrijkste wapen is

Een 3-bet is de reraise voor de flop nadat iemand anders al heeft geraised. Dit is het fundament van agressieve potopbouw. Wanneer je 3-bet met een sterke hand, gebeuren er twee goede dingen: tegenstanders die callen stoppen geld in een pot waar jij favoriet bent, en tegenstanders die folden geven hun equity op zonder die te kunnen realiseren.

Veel recreatieve spelers 3-betten te weinig. Ze flatcallen met handen als AQ of JJ omdat ze “eerst willen zien wat de flop brengt”. Dit is precies de denkfout die winstgevende spelers uitbuiten. Door te flatcallen cap je je eigen range. Je laat zien dat je geen premium hand hebt. Spelers achter je kunnen squeezen met zwakkere handen omdat ze weten dat jij waarschijnlijk zult folden.

De juiste sizing hangt af van je positie. Zit je in positie ten opzichte van de originele raiser, dan 3-bet je ongeveer 3 keer zijn raise. Zit je uit positie, dan maak je het 4 keer de originele raise. De reden is simpel: uit positie realiseert je tegenstander zijn equity makkelijker na de flop. Je wilt hem dus meer laten betalen om die flop te zien.

Rake en volume: waarom agressie online zwaarder weegt

Aan live tafels betaal je misschien €5 rake per pot. Bij poker online loopt dit percentage hoger op, vooral in lagere stakes waar de cap minder gunstig uitpakt. Flatcallen kost je daar meer dan je denkt. Elke pot die je passief speelt en vervolgens verliest, vreet aan je winrate. Bij een rake van 5% op een pot van €100 lever je €5 in. Doe dit 20 keer per sessie en je bent €100 kwijt zonder een enkele strategische fout te maken.

Daarom werkt de 3-bet of fold strategie in online games nog beter dan live. Je speelt meer handen per uur. Je betaalt vaker rake. De oplossing is simpel: bouw grotere potten met sterkere handen en geef marginale situaties op. Live spelers die overstappen naar online merken dit verschil direct in hun resultaten.

Bet sizing na de flop bepaalt je winst

De pot groeit exponentieel. Een bet van €20 in een pot van €40 creëert een pot van €80. Een volgende bet van €50 maakt er €180 van. Tegen de river kun je stacks krijgen waar je met passief spel nooit was gekomen. Dit werkt alleen als je je sizing aanpast aan de situatie.

Op de turn verschuift je strategie naar gepolariseerd betten. Je bet groot met sterke handen en bluffs, terwijl je middelmatige handen checkt. Op de river, wanneer jouw range de nuts kan bevatten en die van je tegenstander niet, overweeg overbets. Een pot-sized bet of groter haalt maximale waarde uit tegenstanders die niet kunnen folden.

Nieuwe spelers maken de fout om altijd dezelfde betgrootte te kiezen. Ze betten half pot omdat dat hun standaard is. Maar een slechte speler die half pot even vaak callt als full pot, geeft je gratis geld wanneer je groot bet. Pas je sizing aan per tegenstander en per situatie.

Lessen uit de hoogste stakes

De WSOP 2024 Main Event trok 10.112 spelers, het grootste veld ooit. Jonathan Tamayo won $10.000.000 door Jordan Griff heads-up te verslaan. Het beslissende moment kwam toen Griff met 432.500.000 chips leidde tegen Tamayo’s 174.500.000. Griff bette 75.000.000 op de river met een aas-hoog board. Tamayo dacht minutenlang na en callde uiteindelijk met A6. Griff had enkel koningin-hoog. Die ene call draaide het toernooi.

In de $10.000 Pot-Limit Omaha Championship weerstond Nakache herhaaldelijk de agressie van Adkins in 3-bet potten. Hij werd de 36e Franse braceletwinnaar nadat hij een straat flopte en uitbetaald werd door Adkins’ azen.

High Stakes Poker seizoen 13 leverde een van de grootste potten in de geschiedenis van het programma. Sameh Elamawy zette alles in met AK tegen Andrew Robls pocket koningen. Na een five-bet shuvede Robl en werd gecalld. Robl was 70% favoriet. Een aas op de flop gaf de pot van bijna $1.000.000 aan Elamawy.

Wanneer je gas terugneemt

Agressie zonder controle is gokken. Te veel druk zetten maakt je voorspelbaar. Tegenstanders gaan je callen met sterkere handen en voor je het doorhebt, heb je een groot deel van je stack verbrand. De variantie neemt toe. Je sessies schommelen harder.

De balans zit in timing. Bouw potten met sterke handen. Geef druk met bluffs die logisch zijn binnen je gerepresenteerde range. Check wanneer je middelmatige handen speelt die geen drie streets value aankunnen. Adapteer aan wat je tegenstanders doen.

Tony G won tijdens de eerste Cash Game Invitational in Triton Montenegro een pot van $2.000.000 met boer-hoog. Toch verloor hij groot die sessie. Agressie wint losse potten maar kost je wanneer je tegenstander sterker is en niet foldt. De kunst is weten wanneer je pedaal van het gas moet halen.

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What Is GLI 19 Certification and Why It Matters for iGaming Platforms

Tips & Hacks

Gina Lynch

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January 5, 2026

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What Is GLI 19 Certification and Why It Matters for iGaming Platforms

If you plan to grow in regulated iGaming markets, GLI 19 will cross your desk sooner than you think. A regulator mentions it, a lab sends a checklist, or a supplier drops the term during a demo. At that point, you realise something simple: GLI 19 has a real impact on your launch dates, budgets, and long-term strategy.

GLI 19 sets technical rules for online gaming systems. It covers how your stack handles bets, payouts, random results, player data, and reports. Regulators lean on it to judge how safe and reliable your set-up looks. You can use it as a filter to judge your suppliers and to refine your own roadmap.

If you want a deeper breakdown of GLI 19 from a supplier point of view, you can read the full GLI 19 certification article from DSTPLAY on their blog:
GLI 19 Certification and Why It Matters for iGaming Platforms.

That guide explains how GLI 19 works across security, game logic, and reporting, and gives more context on how modern iGaming systems follow it.

Table of Contents

What GLI 19 Actually Checks

Think about what happens every time a player logs in, spins a reel, or withdraws a win. GLI 19 cares about each of those steps. It looks at:

How player data stays safe
How your random number generator works
How results turn into game outcomes and payouts
How balances change and get recorded
How your reports allow an auditor to retrace events

In short, GLI 19 asks: can you prove what happened and show that nothing unfair took place?

DSTPLAY builds its technology around those questions. DSTPLAY uses a GLI 19-certified game engine and math models tested by independent labs. That gives your compliance team a stronger base when you face a new market or a tighter rule set. Instead of relying on vague promises, you can point to tested logic and a structure that matches regulator expectations.

Why DSTPLAY Deserves a Spot on Your Shortlist

You see many content providers and system suppliers in this space. Some talk about graphics. Others talk about bonuses. GLI 19 forces a more serious discussion.

Here is where DSTPLAY becomes interesting for you:

DSTPLAY runs games on a GLI 19-certified engine
DSTPLAY relies on lab-tested math models
DSTPLAY offers detailed reporting that supports audits
DSTPLAY focuses on mini casino content that fits mobile play
DSTPLAY supports growth across multiple regulated markets

That mix helps you move faster while still taking regulation seriously. Instead of stitching together systems with unknown gaps, you can lean on a stack that already maps to a recognized standard and adapt it to your brand, your markets, and your acquisition plan.

If you want a central engine that handles game logic, communication, tracking, and reporting on top of a certified core, look at DSTPLAY’s Game-Engine System.

How to Use GLI 19 in Your Next Vendor Call

Next time you speak with a potential partner, take GLI 19 with you as a checklist. Ask questions like:

Can you show proof that your core engine follows GLI 19?
How do you handle logs, round-by-round data, and reports?
What safer-gaming tools come built into the system?

Then compare those answers with what DSTPLAY already shares. GLI 19 will not go away. Rules tighten each year. The upside for you: by choosing a brand like DSTPLAY that treats GLI 19 as a design rule, you turn a complex standard into a practical advantage instead of a constant headache.

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Understanding the Risks of Face Swap Videos: A Practical Safety Guide

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Chandra Palan

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January 5, 2026

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Understanding the Risks of Face Swap Videos: A Practical Safety Guide

Face swap videos have gone mainstream—people use them for memes, quick social clips, and creative experiments that would’ve required a full editing suite a few years ago. But from a cybersecurity perspective, face swapping isn’t just “fun content.” It’s a form of identity manipulation, and your face is one of the most valuable pieces of personal data you own.

If you’re experimenting with face swap tools (or even if you’re just seeing them in your feed), it’s worth treating the topic like any other digital risk: understand what can go wrong, set a few rules, and use the technology without handing over more data than you intended.

This guide breaks down the main threats, how to reduce exposure, and how to spot suspicious face swap content—without turning your creative curiosity into a privacy headache.

Table of Contents

Why Face Swap Deserves a Place in Cybersecurity Discussions

A face swap tool doesn’t “steal” your identity by default—but it can create new attack surfaces:

Biometric sensitivity: Your face is increasingly used for account recovery, device unlock, and identity verification workflows.
Impersonation potential: A swapped face paired with a convincing voice or script can pressure people into actions they wouldn’t normally take.
Social engineering fuel: Even a short, convincing clip can be used to build trust in a scam (“Look, it’s me. I’m on video.”).
Digital footprint expansion: Uploading face media adds another copy of your likeness into systems you don’t control.

The point isn’t to panic. The point is to operate with the same mindset you’d use for passwords: convenience is great, but boundaries matter.

Start With Consent and “Scope Control”

Before you upload anything, set two simple rules:

Use your own face—or get clear permission.
Face swapping someone without consent is where “fun” quickly becomes harassment, reputational damage, or legal trouble.
Avoid “high-stakes identities.”
Don’t use media tied to your workplace, government IDs, financial accounts, or anything that can be weaponized. If a clip could plausibly be used to impersonate you at work, it’s not a good candidate.

A good mental check: Would I be comfortable if this video got forwarded to a stranger or re-uploaded elsewhere? If the answer is no, keep it offline.

A Basic Threat Model: What’s at Risk in Practice?

Not all face swap content carries the same exposure. Here’s a quick breakdown.

Scenario	Risk Level	What Can Go Wrong	Safer Alternative
Meme swap with obvious humor	Low	Mild embarrassment, reposting	Watermark + limit audience
Creator content with your real name	Medium	Doxxing signals, impersonation attempts	Use a handle + remove identifying context
“Realistic” swap with work context	High	Social engineering, reputational damage	Don’t publish; avoid creating it
Swaps involving minors	Very High	Safety/legal concerns	Don’t create or share

If you’re aiming for realistic results, treat it like you’re producing sensitive media—because scammers love realism.

A Safer Workflow for Creating Face Swap Videos

If you want to make face swap content while minimizing risk, use a repeatable workflow.

1) Limit personal identifiers in the original media

Choose a clip/photo that doesn’t include:

Badges, uniforms, company logos
Street signs, license plates, school names
Mail/packages with addresses
Background screens showing emails or chats

2) Use “throwaway” sharing habits

Export the final video and store it locally.
If the platform supports it, delete the uploaded assets after export.
Avoid reusing the same source face image across multiple tools and sites.

3) Upload only what you’d be okay losing

Avoid:

Passport/ID selfies
Videos that show your home interior clearly
Anything used for account verification or professional identity

4) Add friction for misuse

Before you post:

Add a visible watermark or text overlay (“edited” / “parody”).
Keep it short and context-limited.
Prefer private sharing links over public uploads.

If you want a straightforward way to create swaps for entertainment content, tools like AI face swap video can get you from upload to export quickly—just treat the upload step like you would when sharing any sensitive media: intentional, minimal, and reversible.

When Photo Animation Makes More Sense Than Face Swap

A useful alternative to realistic face swapping is photo animation—turning a still image into a short motion clip. In many cases, it gives you the creative punch you want while keeping the content less impersonation-ready than a realistic swap.

For example, a simple animated portrait can be great for:

Profile visuals
Brand-style motion posts
Lightweight storytelling without “this is definitely me on camera” implications

If you’re exploring that approach, photo animation can be a safer creative lane for many users because it’s typically easier to keep the output stylized and clearly edited.

How to Spot a Malicious Face Swap (What to Look For)

Detection is getting harder, but scams still leave clues—especially when the goal is to rush you.

Visual red flags (not perfect, but helpful)

Unnatural skin texture around the cheeks, jawline, or hairline
Lighting that doesn’t match the background
Weird blinking patterns or “too-still” eyes
Teeth and tongue artifacts during speech
Earrings/glasses that warp oddly during movement

In practice, context red flags are often more reliable than pixel-level clues

Urgency: “Do it now—no time to explain.”
Secrecy: “Don’t tell anyone, it’s confidential.”
Payment requests or “account reset” demands.
A new number/account suddenly claiming to be someone you know.

Best defense: verify through a second channel. If a “boss” appears on video asking for a wire transfer, you still call a known number. If a friend sends an alarming clip, you message them on a different platform.

A Quick Personal Checklist (Save This)

Before creating or sharing a face swap or animated clip:

I have permission from anyone featured
The source media doesn’t reveal my job, address, school, or documents
I’m not using the same “verification-style” selfie I use elsewhere
I can delete uploads after export (or I keep uploads minimal)
I watermark or label realistic edits before posting
I’m comfortable if this gets reshared publicly

Final Takeaway: Enjoy the Tech, Keep the Guardrails

Face swap tools aren’t inherently dangerous—but they do change the cost of impersonation and accelerate social engineering. The safest users aren’t the ones who avoid new tools entirely; they’re the ones who treat identity media like sensitive data, keep uploads minimal, and verify anything that asks for money, credentials, or urgent action.

Create, experiment, have fun—but do it with the same security habits you’d apply to passwords and private documents. That’s the difference between “viral content” and “avoidable incident.”

INTERESTING POSTS

Top Web Scraping Tools for 2026 – The Ultimate Guide

Reviews

Angela Daniel

-

January 3, 2026

0

Top Web Scraping Tools for 2026 – The Ultimate Guide

The digital world runs on data—and in 2026, web scraping tools are more vital than ever. Whether you’re a marketer looking for lead generation, a researcher gathering public data, or a business tracking competitors, the ability to extract structured data from websites is a superpower you can’t afford to ignore.

But with so many tools out there, how do you pick the right one? In this guide, we’ll dive into the best web scraping tools for 2026, breaking down features, use cases, and why they matter.

Let’s get into it!

Table of Contents

What is Web Scraping, and Why is it Essential?

Web scraping is the process of extracting data from websites in an automated way. Instead of manually copying and pasting information, web scrapers do the heavy lifting—helping you gather data for SEO, research, pricing comparisons, e-commerce insights, market analysis, and more.

In a data-driven world, companies use web scraping for:

Price monitoring
Lead generation
SEO and keyword research
Market trend analysis
Sentiment analysis

But scraping isn’t as simple as it sounds. Websites evolve, anti-bot measures increase, and large-scale scraping demands robust, reliable tools. That’s where the top web scraping tools come in.

Editor’s Choice – Best Proxy Services For Web Scraping

1. Decodo (Formerly Smartproxy) – Best for Secure, Privacy-First Scraping

When your priority is privacy, compliance, and security, Decodo (formerly known as Smartproxy) is the tool to trust.

Why Decodo?

Decodo focuses on ease of use and scalability. So whether you’re a professional who’s looking to enhance your data collection toolkit or a beginner, Decodo’s Web Scraping API helps to collect data without a single restriction.

Key Features:

Premium proxy pool of 125M+ IPs
100+ ready-made scraping templates
100% success rate
Advanced geo-targeting
Data retrieval in HTML, JSON, and parsed
JavaScript rendering

Best For:

Real-time data collection
Price monitoring
Training AI tools, agents, and LLMs

Bottom Line: Decodo is the go-to for secure web scraping in 2026.

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) is an AI-powered proxy service and web scraping solutions provider that enables seamless...Show More

Decodo (formerly Smartproxy) is an AI-powered proxy service and web scraping solutions provider that enables seamless, large-scale data extraction with smart, reliable, and cost-effective tools for businesses of any size. Show Less

2. Oxylabs – The Gold Standard for Enterprise Web Scraping

When it comes to large-scale, enterprise-grade web scraping, Oxylabs stands tall as the undisputed champion.

Why Oxylabs?

Oxylabs offers a premium proxy infrastructure that fuels the most complex scraping tasks—whether you’re extracting product listings, price data, or competitor insights.

Their Scraper APIs (like the SERP Scraper API, E-commerce Scraper API, and even a dedicated YouTube Scraper API) handle dynamic sites, JavaScript-heavy pages, and rotating proxies seamlessly.

The YouTube Scraper in particular is invaluable for enterprises that need to monitor channel uploads, analyze comments for sentiment, track keyword trends, or gather video metadata at scale — all while maintaining high accuracy and low failure rates.

Note: Oxylabs’ YouTube scraper does not offer any discounts.

Key Features:

175M+ residential and datacenter IPs worldwide
AI-powered adaptive parsing for structured data extraction
Dedicated APIs for e-commerce, SERP, YouTube, and business intelligence
24/7 customer support for enterprise clients
Pricing: Starts from $0.95/1K requests
Trial: Unlimited trial for scraping tools (up to 2K results)

Best For:

Large enterprises
Data-driven organizations
Companies scraping millions of pages per month

Bottom Line: If you need reliable, scalable, and compliant web scraping, Oxylabs is the go-to solution in 2026.

Oxylabs

Oxylabs is a premium proxy and web intelligence solutions provider with 175M+ IPs across 195 countries, offering...Show More

Oxylabs is a premium proxy and web intelligence solutions provider with 175M+ IPs across 195 countries, offering ready-to-use Scraper APIs that seamlessly extract structured public data while bypassing IP blocks and CAPTCHAs. Show Less

3. Webshare – The Best Budget-Friendly Web Scraping Tool

Not every business needs an enterprise-level solution. For startups, small businesses, or individuals on a budget, Webshare is the perfect choice.

Why Webshare?

Webshare offers a generous free proxy plan, allowing you to start scraping without upfront costs. Their paid plans scale affordably, making them ideal for businesses that need reliable proxies but can’t commit to enterprise pricing.

Key Features:

Free proxies with daily bandwidth allocation
Paid plans starting from as low as $2.00
Rotating residential and datacenter IPs
Easy-to-use dashboard for quick setup

Best For:

Beginners
Budget-conscious scrapers
Small-scale projects

Bottom Line: Webshare provides the best value for money, helping you scrape efficiently without breaking the bank.

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

Best Web Scraping Tools in 2026

While Oxylabs, Webshare, and Decodo lead the pack for web scraping proxies, there are other web scraping tools in the market that cater to specific needs.

Here’s a closer look at some of the most reliable and widely used alternatives in 2026:

1. Scrapy – The Developer’s Open-Source Favorite

Scrapy is a powerful, open-source web scraping framework built in Python, known for its flexibility and developer-first approach. It’s not a plug-and-play tool—rather, it’s a library that developers use to build custom web crawlers and data extraction pipelines.

One of Scrapy’s strengths lies in its modularity: you can customize it to scrape complex websites, follow links, handle login forms, and even export data in formats like JSON or CSV. Scrapy also supports middleware, allowing users to add custom proxy support, rotate user agents, and manage cookies seamlessly.

While it lacks a user-friendly interface, developers love it for its full control over the scraping process and ability to handle large-scale projects when configured properly. If you’re comfortable with Python and want to build a tailored solution, Scrapy is an excellent choice for 2026.

2. ParseHub – The User-Friendly Visual Scraper

For non-developers or those who prefer point-and-click interfaces, ParseHub is a great option. This tool allows users to scrape websites by simply clicking on the elements they want to extract—no coding required.

ParseHub uses a visual editor to teach its AI what data to capture, making it ideal for small businesses, researchers, and marketers who need to gather data quickly without technical expertise. It also offers support for JavaScript-heavy websites, dynamic content, and paginated lists, which many beginner-friendly tools struggle with.

While it’s not as scalable as enterprise-grade solutions like Oxylabs, ParseHub’s user-friendliness and versatility make it a popular choice for casual web scrapers. It also offers a free plan with limited usage and paid tiers for more advanced features like scheduling and API access.

For individuals or small teams seeking an accessible entry point into web scraping, ParseHub remains a reliable option in 2026.

3. Bright Data – Formerly Luminati, the Giant of Proxy Networks

Bright Data, previously known as Luminati, is a well-established player in the proxy and web scraping space. It’s best known for offering one of the largest proxy networks globally, boasting over 72 million residential IPs and various other proxy types, including datacenter and mobile IPs.

While Bright Data primarily markets itself as a proxy service, they also offer web scraping solutions through tools like their Web Unlocker and Data Collector. These tools help businesses bypass complex anti-bot systems, making Bright Data a strong choice for high-stakes scraping operations such as competitor analysis, e-commerce data tracking, and large-scale market research.

Bright Data is not cheap—its pricing is on the higher end—but it’s a trusted provider for mission-critical projects where data accuracy and access matter most. Enterprises and agencies looking for flexibility and scale often turn to Bright Data as a reliable partner for 2026.

4. Apify – The Automation and API Powerhouse

Apify is a cloud-based platform designed for developers and businesses that need data automation at scale. Unlike some simpler scrapers, Apify offers a marketplace of pre-built scraping actors—ready-to-go tools that can extract data from popular websites like Amazon, Google, LinkedIn, and more.

For advanced users, Apify’s JavaScript-based framework allows for custom scraper development, offering unparalleled flexibility. What sets Apify apart is its ability to handle not just scraping, but end-to-end automation workflows, such as form submissions, crawling, and even web testing.

Their API integrations make it easy to plug scraped data into your existing pipelines, whether for analytics, CRM tools, or custom dashboards. Apify also offers a pay-as-you-go pricing model, making it accessible for both startups and enterprise clients.

If you’re looking for a versatile, API-friendly platform that can handle more than just scraping, Apify is a strong contender in 2026.

5. Octoparse – The All-in-One No-Code Scraper

Octoparse is a leading no-code web scraping tool designed for users who want to extract data from websites without writing a single line of code. Its drag-and-drop interface makes it easy to set up complex scraping tasks, from simple data lists to multi-page crawls and dynamic content extraction.

Octoparse is particularly useful for small businesses, e-commerce analysts, and digital marketers who need to monitor product prices, track competitors, or gather customer reviews. It supports cloud-based scraping, which means your scrapers run on Octoparse’s servers, freeing up your computer’s resources and allowing for larger-scale data collection.

Octoparse also offers built-in tools like CAPTCHA solvers, IP rotation, and scheduling features, making it a one-stop solution for many scraping needs. While it’s not as powerful as Oxylabs or as developer-centric as Scrapy, its ease of use and flexibility make it a favorite for users who want to get started quickly in 2026.

How to Choose the Best Web Scraping Tool

When selecting a web scraping tool, ask yourself:

✅ What scale do I need? (Small, medium, or enterprise?)
✅ What kind of data am I scraping? (E-commerce, search engines, general web?)
✅ Do I need compliance and privacy features?
✅ What’s my budget? (Free tools vs. enterprise solutions)

Oxylabs, Webshare, and Decodo cover a broad range of needs, from enterprise-level scraping to budget projects and secure, privacy-first tasks.

Web Scraping Tools: Frequently Asked Questions

What is web scraping and how does it work?

Web scraping is the process of automatically extracting data from websites using specialized software or scripts. These tools send HTTP requests to web pages, parse the HTML or rendered content, and extract specific data points such as text, images, links, or metadata. Most modern tools use headless browsers or scraping APIs that can handle JavaScript, proxies, and anti-bot protection.

Are web scraping tools legal to use?

Web scraping is legal in many cases, especially when extracting publicly available data for research, analysis, or personal use. However, scraping websites that have explicit terms prohibiting automated access—or scraping data behind login walls or paywalls—may violate terms of service or data privacy laws. Always read a site’s robots.txt file and terms of use before scraping, and consider legal consultation for large-scale or sensitive data projects.

What’s the difference between a scraper and a scraper API?

A scraper is typically a standalone script or software that performs scraping directly using HTTP requests, parsing libraries (like BeautifulSoup or Cheerio), and data storage logic. A scraper API, on the other hand, is a hosted service that handles the scraping backend for you—including proxy rotation, CAPTCHA solving, browser rendering, and error handling—returning clean data with less setup required.

Why do I need proxies for web scraping?

Many websites implement anti-scraping mechanisms such as IP rate limiting, geo-restrictions, and bot detection. Proxies help bypass these restrictions by rotating your IP address, simulating human traffic from multiple regions. Residential, datacenter, and mobile proxies are commonly used depending on the site’s level of protection and the data volume required.

Which is better: Residential proxies or Datacenter proxies?

Residential proxies are IPs assigned to real users by Internet Service Providers (ISPs), making them harder to detect and block. They’re ideal for scraping sites with strong anti-bot security or geo-restricted content. Datacenter proxies are faster and cheaper, but more easily flagged. Use residential proxies for stealth and datacenter proxies for speed and volume.

Can AI improve web scraping accuracy?

Yes. AI technologies like machine learning, NLP, and computer vision are now being integrated into modern scraping tools to improve data extraction accuracy. AI helps detect patterns in dynamic web structures, auto-correct changes in layout, and clean or structure messy data automatically, reducing the need for manual script adjustments.

What features should I look for in a web scraping tool?

Look for tools that offer:

Headless browser support (like Puppeteer or Playwright)
Built-in proxy rotation and CAPTCHA solving
API integration and webhook support
Support for JavaScript-rendered content
Scheduling, error handling, and retry logic
Scalable infrastructure and output formatting (JSON, CSV, etc.)

What’s the best way to avoid getting blocked while scraping?

To reduce your chances of getting blocked:

Use rotating proxies (residential or mobile)
Respect site rate limits and add randomized delays
Rotate User-Agents and browser fingerprints
Mimic human behavior (mouse movement, scroll, session cookies)
Use scraping APIs or browser automation tools with built-in evasion

Conclusion

Web scraping is the engine of modern data-driven decision-making—and choosing the right tool can make or break your results.

For scalable, enterprise-grade scraping, Oxylabs is the clear winner. For affordable, beginner-friendly scraping, Webshare leads the pack. And for privacy-conscious scraping, Decodo is your go-to partner.

No matter your goals, these tools provide the foundation you need to thrive in 2026’s competitive digital landscape.

Ready to unlock the power of data? Explore your options today and start scraping smarter!

INTERESTING POSTS

Amazon Scraper API: Best Tools To Extract Data From Amazon At Scale

Resources

Daniel Segun

-

January 3, 2026

0

Amazon Scraper API: Best Tools To Extract Data From Amazon At Scale

Want the best Amazon Scraper APIs? Read on!

Data is the new oil in today’s digital economy. For e-commerce giants and competitive product intelligence, Amazon remains the gold mine of product, pricing, and customer insight data.

But scraping data from Amazon isn’t just about running bots—it’s about using reliable, robust, and ethically compliant Amazon Scraper APIs that can handle dynamic changes, anti-bot defences, and massive scale.

In this comprehensive guide, we’ll dive deep into what an Amazon Scraper API is, why you need it, common use cases, challenges, and our top recommended solutions: Oxylabs, Webshare, and Decodo (formerly known as Smartproxy). These are three of the most trusted tools that enable scalable, secure, and smart scraping of Amazon data.

Table of Contents

What Is An Amazon Scraper API?

An Amazon Scraper API is a specialized tool or service that allows developers and businesses to programmatically retrieve data from Amazon web pages.

Unlike basic web scrapers, these APIs are built with specific endpoints that target product listings, prices, reviews, seller information, and more—delivering structured results without needing to manage proxies, headless browsers, or parsing HTML manually.

For instance, you can extract:

Product name, ASIN, price, and stock availability
Star ratings and customer reviews
Buy Box winners and offers
Best seller ranks and product categories
Images and feature bullets

Why Use An Amazon Scraper API?

Amazon is notorious for blocking scrapers. If you try to crawl it without proper setup, your IP will be throttled or blocked within minutes. That’s where an advanced Scraper API comes in.

Here are the core reasons businesses rely on one:

Scale: Scrape millions of pages with rotating IPs
Accuracy: Retrieve structured JSON data, not raw HTML
Speed: Parallel request handling reduces crawl time
Compliance: Bypass CAPTCHAs and geo-blocks without violating Amazon’s ToS
Maintenance-Free: No need to update scripts when Amazon’s HTML changes

Best Amazon Scraper APIs To Use In 2026

Now, let’s take a look at the three best scraper API providers who have mastered Amazon data extraction. These providers combine enterprise power with developer-friendliness, compliance, and speed.

1. Oxylabs Amazon Scraper API

Oxylabs is a premium proxy and data-as-a-service company known for its compliance-first, enterprise-grade scraping solutions. Their Web Scraper API can be utilized for Amazon and is tailored for precision, speed, and scalability.

Beyond Amazon, Oxylabs also offers a YouTube Scraper API, designed for extracting video metadata, comments, keyword trends, and channel uploads at scale. This makes Oxylabs a versatile choice for businesses that need both e-commerce insights and social media intelligence in one unified infrastructure.

Key Features:

Pre-built endpoints for product, reviews, and search result pages
Proxy integration built-in, using real residential and datacenter IPs
JSON output for immediate data analysis
Auto-retry logic and CAPTCHA solving
Country-specific Amazon scraping (US, UK, DE, etc.)
Pricing: Starts from $1.35/1K results
Trial: Unlimited trial for scraping tools (up to 2K results)

Why Choose Oxylabs?

Enterprise-grade infrastructure for large-scale data extraction
Dedicated support and data compliance expertise
Ideal for companies in e-commerce analytics, price intelligence, and market research

Example Use Case:

A price intelligence company uses Oxylabs to scrape 1M+ ASINs daily across 6 Amazon regions for dynamic pricing algorithms.

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

2. Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) brings innovation and precision to data collection. Their Amazon Scraping API offers premium features without the giant price tag.

Key Features:

Flexible outputs in HTML, JSON, and a parsed table
125M+ built-in IPs
Advanced geo-targeting
Automated anti-bot bypassing and IP rotation
Scraping task scheduling
100+ ready-made scraping templates
Free AI Parser

Why Choose Decodo?

Combines Smartproxy’s robust proxy network with new AI-powered scraping logic
Great balance between pricing and premium features
Developer-friendly integrations and continuous updates

Example Use Case:

A startup building AI models for product intelligence uses Decodo’s scraping API to collect fresh product listings and customer reviews in niche markets. This high-quality, domain-specific data is then used to fine-tune LLMs, enabling more accurate trend forecasting, sentiment analysis, and competitive insights.

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) is a powerful proxy service provider with advanced APIs, including its Amazon Scraping API...Show More

Decodo (formerly Smartproxy) is a powerful proxy service provider with advanced APIs, including its Amazon Scraping API, which delivers effortless, real-time access to accurate Amazon data at scale with zero blocks and zero maintenance. Show Less

3. Webshare Amazon API Suite

Webshare offers a robust and affordable proxy service solution for growing businesses and developers. Their API focuses on reliability and ease of use, without compromising on power.

Key Features:

Fast API response with minimal request overhead
Affordable pricing and generous monthly quotas
API support for both search results and product detail pages
Supports JSON formatting
Easy integration with Python, Node.js, and Zapier workflows

Why Choose Webshare?

Best for small-to-mid scale scraping operations
Transparent pricing and high-speed datacenter proxies included
User-friendly dashboard and API documentation

Example Use Case:

A digital agency helping Amazon sellers uses Webshare’s API to track product listings, keyword rankings, and Buy Box ownership hourly.

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

Other Best Amazon Scraper APIs

1. Bright Data (formerly Luminati)

Bright Data is considered one of the most powerful and enterprise-ready data collection platforms globally. Their Amazon Scraper API is part of their Data Collector suite, which allows you to extract structured data from Amazon pages such as product listings, reviews, ratings, pricing history, and more.

Bright Data’s API uses a fully automated browser-like environment that can bypass Amazon’s anti-bot technologies, including CAPTCHA, geofencing, and rotating fingerprints.

One of its biggest selling points is its massive residential IP network that provides extremely high success rates, even when scraping millions of pages per day.

It also offers:

Scheduled crawls for automatic data syncing
Built-in CAPTCHA solvers and auto-retry logic
Integration with Google Sheets, Zapier, and major cloud services
Pre-configured templates for Amazon marketplaces worldwide

Due to its reliability and robustness, Bright Data is a go-to for Fortune 500 companies, competitive intelligence platforms, and price comparison engines.

2. ScraperAPI

ScraperAPI is an API-based solution that lets you scrape any website—Amazon included—without worrying about proxies, IP blocks, or CAPTCHAs. It’s a favorite among developers, startups, and SaaS tools looking for a plug-and-play solution for data scraping.

While not Amazon-specific, ScraperAPI supports full customization. You simply send a standard GET request to their endpoint with your target Amazon URL, and the service handles everything else behind the scenes.

For large Amazon scraping projects, they offer scalable plans, IP rotation, JavaScript rendering, and customizable request headers.

What makes ScraperAPI shine:

Extremely simple integration
Fast and scalable (up to 10M+ requests monthly)
Supports headless scraping and session cookies
Compatible with cURL, Python, Node.js, etc.

It’s ideal for developers who want full control but don’t want to maintain proxy infrastructure. While it lacks Amazon-specific endpoints, its general scraping API is powerful enough to parse even complex product and review data with ease.

3. Zyte API (formerly Scrapy Cloud)

Zyte is a long-standing name in the web scraping ecosystem. Their Zyte API (formerly known as Scrapy Cloud) offers powerful, enterprise-grade scraping solutions with a clean API layer that supports Amazon scraping through intelligent request orchestration.

Zyte uses smart extraction techniques powered by machine learning and page-type detection.

So when you scrape Amazon, their system can automatically detect if it’s a product detail page, a search result, or a review section—and structure the output accordingly.

Top features:

Automatic page classification
Optimized request routing for faster and cheaper scraping
Built-in anti-ban technologies with browser fingerprinting
High accuracy even during Amazon’s UI updates

It also supports pipelines to export data directly into your CMS, BI tool, or Google Sheets. Zyte is highly recommended for teams that value structured output, automation, and intelligent scraping layers.

4. Apify Amazon Scraper

Apify offers a marketplace of ready-made scrapers, and their Amazon Scraper Actor is a community favorite.

This solution is designed specifically for Amazon and can be launched without coding—just select parameters like keywords, categories, or product ASINs, and it will return neatly structured JSON or CSV.

The Amazon Scraper by Apify allows you to:

Scrape product details, pricing, ASIN, reviews, and more
Set crawling depth, delays, and filters
Run from the browser or schedule regular scrapes via Apify Console
Export directly to Dropbox, Google Drive, or API endpoints

It’s perfect for entrepreneurs, affiliate marketers, or eCommerce analysts who need ready-to-run scrapers without spinning up infrastructure. The scalability, reliability, and documentation make it beginner-friendly but still powerful enough for professional use.

Apify also provides integrations with popular tools like Airtable, Zapier, and Data Studio, making it a great choice for automation enthusiasts.

5. DataForSEO

DataForSEO offers a broad spectrum of scraping APIs, but its Amazon Product Data API is designed for deep commercial insights. It caters to keyword research platforms, pricing tools, and affiliate marketers needing real-time and historical Amazon data at scale.

This API provides access to:

Organic and sponsored product listings
Buy Box data and ASIN performance metrics
Product categories, attributes, and seller info
Best Seller rankings across multiple regions

DataForSEO offers flexible pricing, granular filters, and a responsive support team. It’s best for businesses building products or dashboards around Amazon data and who need large volumes of clean, normalized results.

Developers love their:

Rich documentation
Fast response time (under 2 seconds in most cases)
Sandbox environment for testing queries

Their RESTful API is well-structured and ideal for both one-time crawls and continuous data feeds.

How To Choose The Right Amazon Scraper API

When picking the right scraper for Amazon, consider:

Feature	Oxylabs	Webshare	Decodo
Best For	Large enterprise	Growing businesses	Startups & marketers
Scalability	High	Medium	High
Ease of Use	Medium	High	High
Cost	Premium	Affordable	Moderate
Support	Enterprise SLA	Email & Docs	24/7 Chat
Geo-targeting	Yes	Limited	Yes
Data Accuracy	Very High	High	Very High
Output Format	JSON	JSON	JSON/CSV

Use Cases For Amazon Scraper APIs

1. Price Monitoring

Track competitor pricing to adjust your own dynamically. With real-time scraping, you can monitor flash sales, deals, and pricing trends on Amazon products that you also sell.

2. Market Intelligence & Product Research

Before launching a product, scrape product listings and reviews to understand customer pain points, ideal pricing, and which ASINs dominate.

3. Brand Monitoring & MAP Enforcement

Scrape seller listings to detect unauthorized resellers or ensure they’re not violating your Minimum Advertised Price policies.

4. Review Analysis

Mine Amazon reviews for sentiment analysis, feature requests, or product flaws.

5. Affiliate Marketing & Aggregation Sites

Run niche sites or marketplaces with real-time Amazon content synced through a scraper API.

Challenges Of Scraping Amazon

Scraping Amazon manually is difficult due to:

IP Bans & Throttling
JavaScript-heavy content
Dynamic HTML structures
Frequent Captchas
Geo-targeted content (e.g., prices vary by region)
Legal & ethical compliance concerns

A professional-grade scraper API solves these issues using proxy rotation, headless browsers, and machine-learning-based content parsing.

FAQs About Amazon Scraper APIs

Is scraping Amazon legal?

Scraping Amazon is legal when done responsibly and in accordance with applicable data protection and intellectual property laws. The key distinction lies in how the data is accessed and used. Publicly available information, such as product names, prices, and reviews, can typically be scraped if you’re not violating Amazon’s terms of service or misusing copyrighted content.

However, it’s essential to use scraper APIs that are built with compliance in mind. Oxylabs, Webshare, and Decodo all incorporate ethical scraping principles—such as honoring robots.txt rules, rotating IPs to reduce server strain, and ensuring data privacy—to minimize legal risks. Businesses should also consider consulting legal counsel when using scraped data for commercial purposes.

Do I need proxies to scrape Amazon?

Technically, yes—Amazon employs aggressive anti-bot mechanisms like IP blocking, rate-limiting, and CAPTCHA challenges. However, if you’re using a fully managed scraper API, you don’t have to worry about handling proxies yourself. These services manage the entire infrastructure for you.

All three of our featured providers—Oxylabs, Webshare, and Decodo—come with built-in rotating proxy networks (residential, datacenter, or mobile). This ensures that every request originates from a unique IP address, making your scraping activities more anonymous, efficient, and undetectable.

What programming languages can I use?

Most Amazon Scraper APIs follow the RESTful architecture, which means they can be accessed via HTTP requests using virtually any programming language.

Whether you’re a data scientist using Python, a web developer working with Node.js or JavaScript, a backend engineer using Java or PHP, or someone comfortable with C#, you can easily integrate these APIs into your applications.

Each provider offers developer-friendly documentation, sample scripts, and SDKs to simplify the implementation process. Some even support low-code or no-code tools like Zapier, Postman, or Make.com for non-developers.

How fast are the results returned?

Speed is crucial when you’re scraping large volumes of data or running real-time analyses. Typically, Amazon Scraper APIs return results within 2 to 10 seconds per request, depending on a few factors:

Page complexity (e.g., a product page vs. a search results page)
Region of the Amazon store (e.g., Amazon US vs. Amazon India)
Type of proxy used (residential proxies may be slightly slower than datacenter ones)
Current load on the server

Oxylabs is known for its enterprise-grade infrastructure that ensures low latency, even at scale. Webshare focuses on high-speed responses for developers and small businesses. Decodo offers AI-enhanced parsing that makes scraping fast and accurate, even when Amazon modifies its structure.

Can Amazon ban me for scraping?

Yes, Amazon can ban or restrict access if it detects scraping activities that violate its terms of service or put undue strain on its servers. This typically happens when scraping is done too aggressively, without IP rotation, or without respecting rate limits and access controls.

However, using professionally managed scraper APIs like those from Oxylabs, Webshare, and Decodo greatly reduces this risk. These platforms are designed to mimic human-like behavior, handle IP rotation automatically, and bypass rate limits, which protects your identity and reduces the chances of being blocked.

What happens if a page returns a CAPTCHA?

CAPTCHAs are Amazon’s way of confirming that a user is human. If you’re scraping manually or using simple scripts without proxy rotation or CAPTCHA-solving mechanisms, you’ll likely encounter frequent interruptions.

But with robust scraper APIs like Decodo, Webshare, and Oxylabs, this issue is automatically handled behind the scenes. These APIs integrate advanced CAPTCHA-solving technologies (such as AI-based solvers or third-party CAPTCHA bypass services), allowing you to scrape data continuously without interruptions—even from pages protected by Cloudflare or other bot-detection tools.

How can I scrape Amazon without getting blocked?

To scrape Amazon reliably and safely, follow these best practices:

Use a Managed Scraper API – Tools like Oxylabs, Webshare, and Decodo handle everything from proxy rotation to anti-bot detection for you.
Avoid Sending Too Many Requests Per Second – Rate limiting is key. These APIs already throttle requests to avoid suspicion.
Rotate User Agents – Amazon tracks device/browser fingerprints. These APIs simulate multiple browser types to stay undetected.
Respect Robots.txt Guidelines – Ethical scraping includes respecting public access rules.
Use Residential or Mobile Proxies – These are harder to detect and block. All three APIs include them.
Retry Failed Requests with Smart Logic – Each provider includes retry mechanisms for failed requests to maintain consistency.

If you’re not a developer, you don’t have to worry about these technicalities—just plug in one of these scraper APIs, and the hard work is done for you.

Final Thoughts

The Amazon marketplace is vast, competitive, and constantly changing. Whether you’re tracking prices, analyzing competitors, or automating your affiliate platform, a high-quality Amazon Scraper API is indispensable.

In 2026, the best tools that stand out are Oxylabs, Webshare, and Decodo. Each offers a powerful suite tailored to specific business sizes and needs.

Choose wisely based on your scale, budget, and technical capacity—and let your data power your decisions.

INTERESTING POSTS

Best Web Scraper APIs: Unlocking the Web’s Data

Reviews

Angela Daniel

-

January 3, 2026

0

Best Web Scraper APIs: Unlocking the Web’s Data

Want the best Web Scraper APIs? Read on to find out.

The web is a treasure trove of information—news articles, product listings, market trends, reviews, and much more. But tapping into that wealth of data isn’t as simple as opening a browser and clicking around.

With millions of web pages spread across countless domains, extracting useful, structured information at scale requires more than manual effort. This is where Web Scraper APIs come in.

In this guide, we’ll explore what a Web Scraper API is, why it’s essential for businesses, and how industry leaders like Oxylabs, Decodo (formerly Smartproxy, now rebranded), and Webshare are revolutionizing the space.

Table of Contents

What is a Web Scraper API?

A Web Scraper API is a specialized tool that allows you to extract data from websites automatically. Instead of building and maintaining complex scrapers on your own, a Web Scraper API handles the heavy lifting—navigating web pages, parsing HTML, managing proxies, and bypassing anti-bot measures.

Think of it as a digital robot that visits websites, collects data like product prices or reviews, and delivers it neatly to your system in a structured format like JSON or CSV.

Key features of a Web Scraper API include:

Automated Data Extraction
Handling Dynamic Content (JavaScript-heavy sites)
Captcha Bypass and Anti-Bot Protection
Rotating Proxies for Anonymity
High Scalability
Error Handling and Retries

Businesses use Web Scraper APIs for:

Market Research
Price Monitoring
SEO Tracking
Brand Monitoring
Sentiment Analysis
Lead Generation

Challenges of Web Scraping: Why an API is Better

Scraping the web isn’t just about sending HTTP requests. Modern websites deploy complex defenses: CAPTCHAs, bot detection, IP bans, geo-restrictions, and ever-changing code structures.

Building a custom scraper is time-consuming and expensive. You’ll need to maintain:

Proxy pools
IP rotation
Headless browsers
Scraper updates when websites change
Anti-bot bypass strategies

A Web Scraper API abstracts all these complexities, saving developers and businesses time, resources, and headaches.

Best Proxies for Web Scraping APIs: Oxylabs, Decodo, and Webshare

Let’s show you the best proxy service providers for the Web Scraper API landscape.

Decodo (Formerly Smartproxy): Fresh Brand, Proven Performance

Decodo, formerly known as Smartproxy, has rebranded but retains its core strength – providing a powerful, user-friendly Web Scraping API. Known for its affordable solutions and developer-friendly tools, Decodo is a go-to for startups, agencies, and SMEs.

Decodo’s Web Scraping API offers:

Easy integration with code examples and API
JavaScript rendering for advanced targets
Automated IP rotation with 125M+ IPs under the hood
Affordable pricing with cost-effective Core and Advanced subscription types
Advanced geo-targeting with a range of locations available

Decodo empowers businesses to extract web data at scale without the complexity.

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) is an AI-powered proxy service and web scraping solutions provider that enables seamless...Show More

Decodo (formerly Smartproxy) is an AI-powered proxy service and web scraping solutions provider that enables seamless, large-scale data extraction with smart, reliable, and cost-effective tools for businesses of any size. Show Less

Oxylabs: The Enterprise-Grade Scraping Powerhouse

Oxylabs is a recognized leader in the proxy and scraping industry. Trusted by Fortune 500 companies and startups alike, Oxylabs offers a Web Scraper API that combines unmatched scale, precision, and reliability.

For video-focused data needs, Oxylabs also provides a dedicated YouTube Scraper API, built to extract video metadata, comments, channel uploads, and keyword trends at scale. This makes it a powerful tool for enterprises tracking brand presence, audience sentiment, or influencer marketing campaigns directly on YouTube.

Key features of the Oxylabs Web Scraper API:

High Success Rates (Over 99%) across millions of pages
Smart Bypass Mechanisms for anti-bot systems
Real Browser Rendering for JavaScript-heavy sites
Granular Control – customize headers, geo-targeting, and user agents
24/7 Support and SLAs for enterprise clients
Scalable Infrastructure – perfect for large datasets
Pricing: Starts from $0.95/1K requests
Trial: Unlimited trial for scraping tools (up to 2K results)

With Oxylabs, you’re not just scraping data—you’re getting accurate, actionable insights at scale.

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

Webshare: The Budget-Friendly, Developer-Loved Option

Webshare has carved a niche as the developer’s favorite. Known for its free proxy offerings, Webshare extends its capabilities by supporting Web Scraper API that are easy to set up and deploy.

Unlike Decodo and Oxylabs, Webshare does not have a dedicated Web Scraper API and offers affordable proxies.

Webshare’s perks include:

Generous Free Tiers to get started
Free Chrome proxy extension for seamless web scraping anywhere on the go
Reliable Proxy services
Customizable Parameters for advanced scraping needs
Affordable Plans for long-term scaling

While Webshare may not have the enterprise bells and whistles of Oxylabs, it’s a solid choice for developers and small teams who want cost-effective data extraction.

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

Comparing the Titans: Oxylabs vs. Decodo vs. Webshare

Feature	Oxylabs	Decodo (Smartproxy)	Webshare
API Success Rate	99%+	95%+	(No Web Scraper API)
JavaScript Rendering	Yes	Yes	Yes
Proxy Management	Fully Managed (Enterprise)	Built-in	Built-in
Pricing	Premium (Enterprise-Level)	Affordable	Budget-Friendly + Free Tier
Support	24/7 Enterprise Support	Responsive Helpdesk	Community-Based, Limited
Target Audience	Large Enterprises	Startups, Agencies	Developers, Small Teams

Best Web Scraper API

1. ScraperAPI

ScraperAPI is renowned for its simplicity and efficiency in web scraping tasks. It handles IP rotation, CAPTCHAs, and retries, allowing users to scrape any web page with a single API call.

Key Features:

Automatic IP rotation and CAPTCHA handling
Supports JavaScript rendering
Customizable headers and proxies
Real-time analytics and usage tracking

Ideal For: Developers seeking a straightforward solution for large-scale data extraction without the hassle of managing proxies and handling CAPTCHAs manually.

2. Apify

Apify offers a versatile web scraping and automation platform. It provides ready-made actors for common scraping tasks and the ability to create custom actors using JavaScript.

Key Features:

Extensive library of pre-built actors
Custom actor creation with JavaScript
Scalable cloud infrastructure for large datasets
Integrations with various data storage and processing tools

Ideal For: Users looking for a flexible platform that supports both simple and complex scraping tasks, with the added benefit of automation capabilities.

3. ScrapingBee

ScrapingBee simplifies the scraping process by handling headless browsers and proxies. It’s particularly useful for scraping single-page applications built on frameworks like React.js or Angular.js.

Key Features:

JavaScript rendering support
Automatic proxy rotation
Custom headers and cookies
CAPTCHA handling

Ideal For: Developers needing to scrape dynamic websites that require JavaScript execution.

4. ProxyCrawl

ProxyCrawl focuses on enabling web automation through its scraping API. It offers advanced browser emulation capabilities, making it possible to scrape dynamic sites dependent on JavaScript execution.

Key Features:

Advanced browser emulation
Proxy rotation and header randomization
Real-time webhooks and task reports
Powerful filters for accurate data

Ideal For: Users looking to automate web interactions and scrape data from complex, JavaScript-heavy websites.

5. Diffbot

Diffbot utilizes machine learning to transform web pages into structured data. It offers various APIs that can extract data from articles, products, discussions, and more.

Key Features:

Machine learning-powered data extraction
Structured data APIs for different content types
High accuracy in content recognition
Supports multiple languages and formats

Ideal For: Businesses needing to extract structured data from a variety of web content types with high accuracy.

6. ScrapeStorm

ScrapeStorm is designed to handle complex sites protected by robust anti-bot measures. It offers features like JavaScript rendering with Puppeteer and automatic CAPTCHA solving.

Key Features:

JavaScript rendering with Puppeteer
High-quality residential proxies
Automatic CAPTCHA solving
HTML scraping and browser automation

Ideal For: Users needing to scrape data from websites with advanced anti-bot protections.

7. Diggernaut

Diggernaut boasts a vast proxy network integrated into its scraping cloud, allowing for advanced proxy rotation and targeting.

Key Features:

72M constantly changing proxies
Global and country-level targeting
Custom fingerprints per request
Proxy authorization support

Ideal For: Users requiring extensive proxy networks and granular targeting for their scraping tasks.

8. ScrapeOps

ScrapeOps offers specialized scraping infrastructure aimed at retail sites. It includes features like header and cookie rotation, fingerprint spoofing, and fast residential proxies.

Key Features:

Header and cookie rotation
Fingerprint spoofing
Fast residential proxies
Handles tough retail sites

Ideal For: Businesses focusing on scraping data from retail and e-commerce websites.

9. ScrapingAnt

ScrapingAnt provides web scraping features like proxy rotation, custom cookies, and JavaScript snippet execution. It allows users to choose the response format in either HTML or JSON.

Key Features:

Proxy rotation
Custom cookies
JavaScript snippet execution
Flexible response formats

Ideal For: Developers needing customizable scraping solutions with flexible response formatting.

10. ScrapingBee

ScrapingBee is a user-friendly web scraping API solution, equipped with features that make it a standout choice for developers and businesses.

Key Features:

CAPTCHA handling
JavaScript rendering
IP rotation

Ideal For: Developers and businesses seeking an easy-to-use scraping API with robust features.

Choosing the Right Proxies For Web Scraper API: What Matters Most?

Here’s a quick guide to help you decide:

Go with Oxylabs if you need enterprise-grade reliability, scalability, and guaranteed success rates for high-stakes projects.
Choose Decodo if you want an affordable, user-friendly solution with robust features and no hassle setup.
Pick Webshare if you’re on a budget, prefer a developer-driven solution, and can handle a bit of DIY for the sake of savings.

Real-World Applications: What Can You Scrape with a Web Scraper API?

E-commerce Data – Track competitor pricing, monitor product availability, and analyze customer reviews.
SEO Insights – Analyze SERPs, keyword rankings, and meta data.
Market Research – Gather trend data from news sites, forums, and blogs.
Travel & Hospitality – Scrape hotel rates, flight prices, and reviews.
Financial Data – Track stock prices, exchange rates, and company profiles.

Best Web Scraper API: Frequently Asked Questions

What is a Web Scraper API and how does it work?

A Web Scraper API is an interface that allows developers to programmatically extract data from websites without building their own scraping logic or managing proxies, browsers, or CAPTCHA-solving mechanisms. You simply send a request with a target URL, and the API returns the clean, structured data (HTML, JSON, etc.) as if you’d manually scraped the page.

Why should I use a Web Scraper API instead of building my own scraper?

Building and maintaining your own scraper requires constant updates to handle anti-bot measures like IP blocks, JavaScript rendering, CAPTCHAs, and rate limits. A Web Scraper API handles all of this behind the scenes—giving you scalability, speed, legal protection, and higher success rates with less development effort.

What features should I look for in the best Web Scraper API?

Look for APIs that include rotating proxies, JavaScript rendering, CAPTCHA solving, custom headers support, geo-targeting, and structured data output (like JSON). Some also offer browser emulation and session persistence, which are vital for scraping modern, dynamic websites.

Are Web Scraper APIs legal to use?

Yes, Web Scraper APIs are generally legal when used to extract publicly available data for ethical purposes such as research, SEO analysis, market insights, or price monitoring. However, always review the Terms of Service of the websites you’re scraping and follow local data regulations like GDPR or CCPA.

Can I scrape JavaScript-heavy websites like YouTube, Amazon, or LinkedIn?

Yes, advanced Web Scraper APIs support JavaScript rendering via headless browsers, allowing them to scrape content from dynamic or client-side rendered pages like YouTube, Amazon, LinkedIn, and more. Be aware that some platforms have stronger bot protection and stricter policies—use responsibly.

What’s the difference between a proxy API and a Web Scraper API?

A proxy API only provides access to IP rotation and geolocation but still requires you to write scraping logic and handle rendering. A Web Scraper API, on the other hand, offers a full scraping solution—including proxy handling, rendering, retries, and clean data output—reducing your backend load and dev time.

How do I integrate a Web Scraper API into my application or script?

Most Web Scraper APIs offer RESTful endpoints you can call using Python, Node.js, PHP, or any language with HTTP support. You pass parameters like the target URL, headers, or rendering options. The API returns the result in your preferred format, ready to be parsed or stored in your database.

What are the best use cases for Web Scraper APIs?

Top use cases include:

Price monitoring and comparison
Search engine result page (SERP) tracking
Lead generation and contact scraping
News aggregation and sentiment analysis
App or ad intelligence
Real-time market data feeds

These APIs make it easy to scale such tasks across hundreds or thousands of web pages without infrastructure headaches.

Conclusion: The Future of Data is API-Driven

In a world where data fuels decisions, Web Scraper APIs are the engines powering smart insights. Whether you’re a startup hunting for market trends or an enterprise tracking billions of data points, a solid Web Scraper API is your key to unlocking the web’s potential.

With leaders like Oxylabs, Decodo (formerly Smartproxy), and Webshare, you’re spoiled for choice for the best Proxies for Web scraper APIs. Each brings unique strengths to the table—Oxylabs for enterprise power, Decodo for affordable scale, and Webshare for developer-friendly proxy service providers.

The question is no longer if you need a Web Scraper API—it’s which one will help you dominate your data strategy.

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How Dedicated IP Addresses Improve Security for Distributed Workforces

Tutorials

Angela Daniel

-

January 3, 2026

0

Learn how dedicated IP addresses improve security for distributed workforces in this post.

The shift to remote work has fundamentally altered the threat landscape for corporate security. As companies expand beyond traditional office networks to support employees working from homes, cafes, and international locations, cyber risk has surged: 72% of organizations report an increase in security incidents linked to remote work environments in recent years, underscoring the urgency of modernizing access controls.

Traditional perimeter-based defenses were designed for centralized networks and cannot reliably verify identities or secure access for teams logging in from unpredictable endpoints.

With the workplace now distributed across multiple networks and devices, organizations need security controls that restore predictability, enforce accountability, and protect sensitive systems.

Table of Contents

What Is a Dedicated IP Address?

A dedicated IP address is a static, exclusive IP that is assigned to a single user or organization rather than being shared among multiple users. Unlike shared or dynamic IP addresses, which can change frequently or be used by many people simultaneously, a dedicated IP remains consistent over time and is associated with a specific entity.

In the context of remote work and VPN usage, a dedicated IP allows remote employees to appear as if they are connecting from a known, trusted location every time they access company resources. This consistency is critical for enforcing security policies that rely on IP-based verification, logging, and access control.

Security Challenges Faced by Distributed Workforces

Remote work significantly increases organizational risk: 65% of IT leaders report that employees working from home are more likely to experience credential theft or phishing attacks. Residential networks often lack enterprise-grade security, and employees frequently reuse passwords across multiple platforms.

Shared IP addresses compound the problem by obscuring individual identities, making it difficult to distinguish legitimate logins from malicious activity. As a result, security teams face false positives, blocked access, and incomplete audit trails.

Without stable, dedicated IPs, enforcing firewall rules, monitoring anomalies, and investigating incidents becomes far more complex and error-prone.

How Dedicated IP Addresses Improve Remote Workforce Security

Dedicated IP addresses improve security primarily by restoring identity and predictability at the network level. When every remote employee or team connects through a known IP, organizations can implement strict IP whitelisting policies that limit access to internal systems only to approved addresses. This significantly reduces the risk of unauthorized access, even if login credentials are compromised.

Dedicated IPs also make brute-force and credential-stuffing attacks less effective because attackers cannot hide behind rotating shared IP pools. Any suspicious behavior originating from a trusted IP can be quickly identified, investigated, and contained.

Another major advantage is improved visibility and accountability. With dedicated IPs, security logs clearly show which IP accessed which system and when, making it easier to correlate activity with specific users or teams. This clarity strengthens incident response and reduces the time required to identify the source of a breach.

Dedicated IPs vs Shared IPs for Distributed Teams

Shared IP addresses are designed for convenience and scale, not security. When dozens or hundreds of unrelated users share the same IP, reputation issues become unavoidable. A single malicious actor can cause an IP to be blacklisted, resulting in blocked access to critical services for legitimate users.

For distributed teams, this creates operational disruptions and security blind spots. Dedicated IPs eliminate these risks by ensuring that the IP’s reputation is entirely under the organization’s control. This isolation improves reliability, reduces false security alerts, and enables precise enforcement of access policies without collateral damage.

Role of Dedicated IPs in Zero Trust Security Models

Zero Trust security is built on the principle that no connection should be trusted by default, regardless of location. However, Zero Trust still relies on signals to assess trust, and IP identity remains a valuable signal when used correctly. PureVPN’s Dedicated IP addresses provide a stable network identifier that complements identity-based authentication and device verification.

Instead of treating every remote login as entirely unknown, organizations can recognize connections coming from approved IPs while still enforcing strict authentication requirements. This layered approach reduces friction for legitimate users while maintaining strong security controls against unauthorized access.

Compliance and Audit Benefits of Dedicated IP Addresses

Regulatory compliance often requires organizations to demonstrate control over who can access sensitive data and how that access is monitored. Dedicated IP addresses simplify compliance by providing clear, traceable access records. Auditors can easily verify that only approved IPs were allowed to connect to critical systems, reducing ambiguity during assessments.

For organizations operating under frameworks such as SOC 2, ISO 27001, or GDPR, dedicated IPs support the principle of least privilege and strengthen evidence of access governance.

Using PureVPN Dedicated IPs for Secure Remote Workforce Access

In practice, many organizations implement dedicated IPs through VPN solutions that assign a fixed IP to remote employees or teams. PureVPN dedicated IPs are an example of how businesses can provide remote workers with a consistent network identity while still encrypting traffic and protecting data in transit

By routing remote access through a dedicated IP, organizations can whitelist that IP across internal tools, cloud platforms, and administrative dashboards.

Why Fast VPN Servers Matter for Distributed Workforce Security

Server location plays an important role in remote access security and compliance, especially for global teams. PureVPN’s Canada VPN servers are often used by organizations that need reliable North American infrastructure while maintaining strong privacy standards and data residency considerations.

When combined with dedicated IP addresses, region-specific servers allow companies to enforce geographic access policies, reduce latency for remote employees, and align with regulatory requirements related to data handling. This geographic consistency further strengthens security by ensuring that trusted IPs originate from expected locations rather than unpredictable global networks.

Real-World Use Cases of Dedicated IPs for Distributed Teams

Dedicated IP addresses are widely used across industries where remote access to sensitive systems is required. Development teams use them to securely access code repositories and deployment environments.

Marketing teams rely on them to log into advertising platforms that restrict access by IP. Finance and operations teams use dedicated IPs to protect internal dashboards and payment systems.

In each case, the dedicated IP acts as a gatekeeper, ensuring that only authorized connections can reach critical resources regardless of where employees are physically located.

When Dedicated IP Addresses Make Sense for Distributed Workforces

Dedicated IPs are most effective for organizations that rely on IP-restricted systems, handle sensitive data, or operate in regulated industries. They are particularly valuable for fully remote or hybrid teams where employees frequently change locations and networks.

While not every organization requires dedicated IPs, they become increasingly important as the number of remote users grows and the cost of unauthorized access rises. For companies seeking stronger control without sacrificing flexibility, dedicated IPs offer a practical and scalable solution.

Limitations and Considerations

While dedicated IPs provide significant security benefits, they are not a standalone solution. They must be implemented alongside strong authentication, endpoint security, and monitoring practices.

Organizations should also plan for redundancy to avoid disruptions if a single IP becomes unavailable. When used as part of a layered security strategy, dedicated IPs enhance protection without creating new points of failure.

Final Thoughts

Distributed workforces are now a permanent reality, and securing them requires rethinking traditional network assumptions. Dedicated IP addresses restore a level of control that is often lost in remote environments by providing stable, identifiable access points for employees.

When combined with modern security frameworks, VPN encryption, and proper access management, dedicated IPs significantly reduce risk, improve visibility, and support compliance. For organizations serious about securing their distributed teams, dedicated IPs are not just a convenience but a strategic security asset.

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