Learn how control over your tech stack is becoming a competitive advantage in this post.
Most digital businesses are built on layers of tools and platforms that handle everything from hosting to customer management. In the early stages, relying on third-party providers makes sense. It speeds up setup, reduces technical overhead, and allows teams to focus on getting products or services to market.
As those businesses grow, the cracks in that approach can start to show. Costs become harder to predict, feature limitations begin to slow things down, and the overall experience can feel less aligned with the brand. What once felt efficient can turn into a system that is difficult to adapt.
This is where control over your tech stack starts to matter. It shifts from being a technical preference to something that directly affects how a business operates, scales, and supports its customers. Companies that take a more active role in shaping their infrastructure are finding it easier to stay consistent, protect their margins, and respond to change without unnecessary friction.
Table of Contents
What “Control” Really Means in a Modern Tech Stack
When businesses talk about control, they are not necessarily referring to building everything from the ground up. In most cases, it comes down to having clear oversight of how systems run and the flexibility to shape them around your own service model.
That can influence how you package your offerings, how you price them, and how your customers interact with your platform. It also plays a role in branding. When someone logs in, receives updates, or uses your service, the experience should feel consistent from start to finish, without being overshadowed by another provider’s identity.
Control also affects how quickly you can respond to change. Whether it is adjusting features, improving performance, or acting on customer feedback, flexibility in your setup allows you to move without unnecessary delays. When you are tied too closely to external systems, even small changes can take longer than expected.
At its core, control is about ownership of the experience you deliver. Even if external infrastructure is still part of the setup, the way it is managed and presented remains firmly in your hands.
The Risks of Relying Too Heavily on Third-Party Platforms
Third-party platforms offer convenience, but over time that convenience can introduce limitations that are difficult to work around. As your business grows, these constraints tend to become more noticeable.
Pricing is often one of the first pressure points. When a provider adjusts its fees or introduces new costs, there is little room to adapt. Businesses are left deciding whether to absorb the increase or pass it on, both of which can affect long-term growth.
Customisation is another common issue. Many platforms are built to serve a broad audience, which means features are standardised. If your business needs something outside those boundaries, you may find yourself adjusting your processes to fit the platform rather than the other way around.
There is also the question of dependency. Relying heavily on a single provider means your operations are tied to their performance and decisions. Downtime, policy changes, or technical issues on their end can quickly impact your ability to deliver a consistent service.
From a security standpoint, limited control can create blind spots. When access to certain parts of the system is restricted, it becomes harder to monitor activity, apply safeguards, or respond quickly to potential threats. As your operations expand, those gaps can become more difficult to manage without revisiting how your stack is structured.
Why Businesses Are Moving Toward Private Label Solutions
As the limitations of fully outsourced platforms become clearer, more businesses are looking for ways to offer services under their own brand without taking on the burden of building everything internally. This is where private label models have started to gain traction.
Instead of sending customers to third-party platforms, businesses can present a unified experience that feels entirely their own. Services like hosting, domains, and related tools can be packaged and delivered as part of a broader offering, rather than as separate external products.
This shift is often driven by a need for consistency and control. When everything sits under one brand, it becomes easier to manage customer relationships, maintain trust, and create a smoother user experience. Clients are less likely to feel like they are being passed between providers, which can improve retention over time.
There is also a financial aspect to consider. Private label setups give businesses more control over pricing and margins, allowing them to build sustainable revenue streams without being locked into someone else’s structure.
Where White-Label Platforms Fit Into the Stack
White-label platforms sit in a practical middle ground between fully outsourced solutions and building infrastructure from scratch. They allow businesses to deliver services under their own brand while still relying on established systems behind the scenes.
By using a white-label platform built for Australian businesses, providers can integrate core services like hosting and domain management directly into their own offering without exposing the underlying provider. This creates a more seamless experience for customers while still maintaining reliability at the infrastructure level.
From an operational perspective, this setup simplifies how services are managed. Instead of juggling multiple accounts, billing systems, and interfaces, everything can be handled in a more centralised way. That efficiency becomes increasingly valuable as the business grows or takes on more clients.
It also supports a more consistent brand experience. Customers interact with one platform, one interface, and one point of contact, which reduces confusion and strengthens trust. For businesses aiming to differentiate themselves in a crowded market, that level of control over presentation and delivery can make a noticeable difference.
The Link Between Control, Security, and Client Trust
As businesses take more ownership of their tech stack, the impact is not limited to performance or flexibility. It also shapes how security is managed and how clients perceive the reliability of the service.
Greater control allows for clearer visibility across systems. This makes it easier to monitor activity, apply security measures, and respond quickly when something looks off. Instead of relying entirely on external providers to manage risk, businesses can take a more active role in protecting their environment and their customers.
Consistency also plays a part in building trust. When clients experience stable performance, predictable behaviour, and clear communication, they are more likely to feel confident in the service they are using. Small issues, like unexpected downtime or inconsistent interfaces, can create doubt even if the core service is sound.
There is also a reputational element. Clients tend to associate the quality and security of a service with the brand delivering it, regardless of what sits behind the scenes. When businesses have more control over their infrastructure, they are in a stronger position to meet expectations and maintain that trust over time.
Want the best YouTube Scraper? Read on to find out.
In today’s data-driven world, YouTube has evolved from a video-sharing platform to a goldmine of valuable insights. With over 2.5 billion users and hundreds of millions of videos, the platform holds immense potential for businesses, developers, researchers, marketers, and content strategists.
However, accessing structured YouTube data at scale manually is nearly impossible. That’s where YouTube scraping comes in—a powerful solution for programmatically extracting publicly available data from the platform.
In this detailed guide, we’ll explore everything you need to know about YouTube scrapers, their uses, legal considerations, and how to choose the best scraper provider. We’ll also spotlight three of the leading brands—Oxylabs, Webshare, and Decodo—who offer cutting-edge solutions to empower your scraping operations.
Table of Contents
What is a YouTube Scraper?
A YouTube scraper is a tool, script, or API designed to extract publicly available data from YouTube’s front-end. This can include:
Video metadata (titles, views, likes, dislikes, upload date)
Channel information (subscribers, video count, etc.)
Comments and comment metadata
Tags and keywords
Search results
Trending videos
Suggested videos
Playlists
Video transcripts
Rather than scrolling through endless videos manually, scrapers allow for automated bulk data collection, which can be stored, analyzed, or visualized for business intelligence.
Why Scrape YouTube?
There are multiple use cases for YouTube scraping across various industries:
✅ 1. Market Research & Trend Analysis
Brands and creators want to know which content performs well. Scraping YouTube helps detect trends, viral formats, and audience preferences.
✅ 2. Sentiment Analysis
Scraping video comments and analyzing sentiment offers insight into public opinion on products, campaigns, or personalities.
✅ 3. SEO & Content Strategy
By scraping keywords, titles, and tags of high-ranking videos, creators can optimize their own content for better visibility.
✅ 4. Competitor Intelligence
Business can monitor what competitors are uploading, their engagement rates, and content strategies.
✅ 5. Academic Research
Researchers use YouTube scraping to analyze discourse, behavior, and trends across demographics.
YouTube Scraping Challenges
While scraping offers powerful advantages, it also comes with challenges:
IP blocking: YouTube may block your IP for too many requests.
Rate limits: Too many requests too quickly trigger defenses.
Data structure changes: YouTube constantly updates its UI and backend.
Captcha and bot detection: Automation triggers challenges.
Legal considerations: Always scrape only public data, respect terms of service, and comply with local laws.
To overcome these, a robust scraping infrastructure is required—and that’s where premium proxy + API providers like Oxylabs, Webshare, and Decodo come in.
Oxylabs is one of the most respected data collection companies, offering advanced residential and datacenter proxies as well as dedicated YouTube Scraper APIs.
This makes it an excellent choice for enterprises that need reliable video metadata extraction, large-scale comment analysis, and keyword trend tracking directly from YouTube.
Why Choose Oxylabs for YouTube Scraping?
Dedicated Scraper API for YouTube
Built-in CAPTCHA solving and retries
Automatic parsing of structured YouTube data
Global residential and mobile proxies
24/7 enterprise support
Seamless integration with Python, Node.js, and more
Trial: Unlimited trial for scraping tools (up to 2K results)
⚠️ Note: Oxylabs’ YouTube scraper does not offer any discounts.
Use Case: An eCommerce brand used Oxylabs to scrape thousands of product reviews and video unboxings from YouTube weekly, combining it with sentiment analysis to guide product strategy.
Oxylabs
Oxylabs is a leading proxy and web scraping solutions provider that empowers businesses with reliable, high-speed, and...Show More
Oxylabs is a leading proxy and web scraping solutions provider that empowers businesses with reliable, high-speed, and scalable data-gathering tools to stay ahead of the competition. Show Less
Decodo (formerly Smartproxy) emerged as an advanced scraping solution, deliveringrobust proxy support alongside AI-driven data collection tools optimized for large-scale scraping, LLM training, and real-time market intelligence.
Why Decodo is Great for YouTube Data Collection
125M+ IPs across 195+ locations
Advanced anti-bot bypassing and IP rotation
Real-time or on-demand data collection
100+ ready-made scraping templates
Intuitive dashboard with built-in statistics
Use Case: A content strategy agency leveraged Decodo’s scraping infrastructure totrack performance metrics and conduct keyword research across the top 100 YouTube tech channels.
Decodo (formerly Smartproxy)
Decodo (formerly Smartproxy) YouTube proxies provide high-quality, secure, and geo-flexible access that ensures smooth...Show More
Decodo (formerly Smartproxy) YouTube proxies provide high-quality, secure, and geo-flexible access that ensures smooth streaming, scraping, and account management on YouTube without blocks or interruptions. Show Less
Webshare is known for its developer-first approach, offering some of the most affordable rotating datacenter proxies, ideal for lightweight and medium-scale YouTube scraping.
Users are now also able to make a custom query for obtaining Webshare’s new YouTube proxies, specifically designed for bandwidth-intensive use cases like video scraping, and AI dataset generation.
Why Webshare Stands Out
Affordable proxy packages for startups and developers
Easy-to-navigate dashboard
Instant activation
High-speed datacenter proxies optimized for smaller-scale video YouTube scraping tasks
YouTube proxies tailored for larger, more intense YouTube scraping tasks
Compatible with browser automation tools (Puppeteer, Playwright)
Use Case: A small digital agency built a real-time dashboard tracking the most-commented YouTube videos on political topics, powered by Webshare’s proxies.
Webshare
Webshare YouTube proxies deliver fast, reliable, and secure connections that let you bypass restrictions and stream...Show More
Webshare YouTube proxies deliver fast, reliable, and secure connections that let you bypass restrictions and stream, scrape, or manage multiple YouTube accounts seamlessly without interruptions. Show Less
🔍 Other Notable YouTube Scraper APIs Worth Exploring
⭐ 4. IPRoyal – Budget-Friendly and Private Scraping Proxies
IPRoyal has steadily become a go-to provider for scraping projects that require reliability without breaking the bank. Their YouTube scraping solution isn’t a full API, but with their premium rotating proxies, developers can build or run custom scraping scripts efficiently.
Why IPRoyal Is a Solid Choice for YouTube Scraping:
Access to a Royal Residential Proxy pool with ethically-sourced IPs
Offers static (ISP) and rotating proxies optimized for scraping
User-friendly dashboard and robust API access
Suitable for scraping YouTube search results, channel analytics, and video metadata
Competitive rates and flexible bandwidth options
No CAPTCHAs when paired with headless browser setup
Use Case: A freelance growth marketer used IPRoyal to scrape thousands of trending video thumbnails and metadata for a YouTube trend-tracking app.
⭐ 5. Bright Data – The Full-Fledged YouTube Scraper Platform
Formerly known as Luminati, Bright Data provides one of the most sophisticated scraping infrastructures in the industry. They offer a YouTube Scraper API with automatic parsing, rotating IPs, built-in CAPTCHA solving, and legal compliance systems.
Highlights:
AI-powered scraper for real-time YouTube results
Choose between residential, datacenter, and mobile proxies
99.99% uptime with real-time monitoring
GDPR & CCPA compliance included
Ideal for large-scale, legally-sensitive scraping operations
Use Case: A media analytics firm relied on Bright Data to monitor YouTube influencer engagement metrics across five countries daily.
⭐ 6. ScraperAPI – Plug-and-Play YouTube Scraping
ScraperAPI doesn’t specialize in YouTube scraping per se, but it’s ideal for developers wanting an easy plug-and-play REST API to power their custom scripts.
Features:
Rotates IPs, handles CAPTCHAs, and retries failed requests automatically
Supports JavaScript-heavy YouTube pages via headless rendering
Generous free tier (5,000 requests/month)
Works with Python, cURL, PHP, and Node.js
Use Case: A SaaS tool scraped YouTube comments and video titles using ScraperAPI to detect trending sentiment keywords per niche.
⭐ 7. SerpApi – YouTube Data via Google Search
SerpApi offers Google Search API that includes YouTube video results. It doesn’t scrape directly from YouTube but pulls video data as it appears on Google SERPs.
Pros:
No scraping infrastructure needed
JSON responses with parsed YouTube data
Easy filtering for location, language, and time
Built-in accuracy monitoring
Use Case: A local SEO agency used SerpApi to monitor which YouTube videos ranked highest in Google for location-based keywords.
How to Choose the Right YouTube Scraper API
🔸 Ask Yourself:
What’s your scraping volume?
Do you need residential or datacenter proxies?
Do you require an API with built-in parsing?
Do you need global IP diversity?
Do you prioritize cost or enterprise reliability?
Here’s a comparison table to help guide you:
Feature
Oxylabs
Webshare
Decodo (Smartproxy)
Scraper API for YouTube
✅ Yes
❌ Not native
✅ Yes
Residential Proxies
✅ Yes
❌ No
✅ Yes
Datacenter Proxies
✅ Yes
✅ Yes
✅ Yes
CAPTCHA Handling
✅ Advanced
⚠️ Manual
✅ Built-in
IP Pool Size
100M+
30K+
40M+
Free Trial
✅ On request
✅ Yes
✅ Yes
Ideal Use Case
Enterprise
Developers
Agencies, Freelancers
How to Start Scraping YouTube Responsibly
Use Rotating Proxies – Switch IPs per request.
Respect Rate Limits – Space out requests to mimic human behavior.
Use Headless Browsers – Tools like Puppeteer and Playwright help bypass JavaScript-based loads.
Yes—if you’re scraping publicly accessible data (e.g., video titles, view counts, channel names). You must avoid accessing private data, impersonating users, or violating YouTube’s terms of service. To stay safe, ensure GDPR/CCPA compliance and avoid excessive requests.
2. Can I use YouTube’s API instead of scraping?
YouTube’s official API is helpful but comes with rate limits, restricted access to certain data, and strict quotas. It may also not support all use cases like scraping trending comment threads or multiple search queries in parallel. Scraping allows for more flexibility but requires more caution.
3. What programming languages can I use for YouTube scraping?
Most YouTube scraping tools support Python, Node.js, PHP, Ruby, and Java. Libraries like BeautifulSoup, Puppeteer, Playwright, and Selenium are commonly used in tandem with scraping proxies or APIs.
4. What are the best proxies for scraping YouTube?
The best proxies depend on your volume and goals:
Residential proxies (like Oxylabs, Decodo, IPRoyal) are ideal for high-trust scraping with fewer bans.
Datacenter proxies (like Webshare) are budget-friendly and faster for smaller tasks.
Rotating proxies ensure new IPs per request, reducing footprint and blocks.
5. What data can I scrape from YouTube?
With the right setup, you can scrape:
Video titles, views, likes/dislikes, duration, tags
Channel data: subscriber count, number of uploads
Trending video lists
Search results (titles + snippets)
Comments and replies
Playlist content
Related video suggestions
Upload frequency and engagement
Final Thoughts
Scraping YouTube gives you access to a universe of insights—from tracking audience behavior to identifying keyword trends and monitoring competitors. The key is using the right tools and partners.
If you’re just starting out or building at scale, don’t reinvent the wheel. Use robust providers like Oxylabs, Webshare, and Decodo to simplify your operations and ensure accuracy, reliability, and compliance.
Remember: the power of data lies in what you do with it.
Learn how Relumi uses AI photo animation to bring still images to life with natural motion, subtle expression changes, and a simple mobile workflow for portraits, old photos, pets, and personal memories.
If you have ever looked at a photo and felt that the moment inside it was bigger than a still frame, you already understand why AI photo animation is getting so much attention. A smile, a glance, a pet expression, or an old family portrait can carry more emotion than one frozen image seems able to hold. The appeal of animation is not only that the picture moves. It is that the memory starts to feel closer again.
The challenge is that motion can easily go wrong. If the movement feels too strong, the result looks artificial. If the expression changes too much, the person stops feeling like themselves. If the effect feels generic, the emotional value disappears. That is why the best AI photo animation tools are not just adding movement. They are trying to understand the structure, mood, and visual logic of the original image before anything begins to move.
Table of Contents
Part 1. Why people want photos to move in the first place
There are several reasons, and most of them are emotional. You may want to see an old family portrait feel alive again. You may want a pet photo to reflect the personality you remember so clearly. You may want a memorial image to feel gentler and more present. Or you may simply want a stronger visual for social media, where static images often disappear quickly in the feed.
In every case, the goal is not motion for its own sake. You are trying to recover something the still image cannot fully show on its own. That is why people respond so strongly when a photo animation works. The image stops feeling like a record of the moment and starts feeling a little closer to the moment itself.
Part 2. What makes AI photo animation feel natural instead of fake
Natural motion depends on restraint and structure. A useful animation tool has to read facial shape, body position, lighting, and the emotional tone of the picture. It needs to add movement that feels physically possible and visually consistent with the original frame. If the motion ignores those details, the result often looks like a gimmick rather than a memory coming back to life.
This is why subtle motion matters so much. A small smile shift, a soft blink, a slight head movement, or a gentle body cue can feel far more convincing than a big dramatic effect. The best result is often the one that feels easiest to believe. When you can imagine the subject really moving that way, the animation becomes much more powerful.
Part 3. Why Relumi fits this technology trend so well
When you look atRelumi, the main strength is that it treats animation as an emotional extension of the original image. The goal is not to force action into the frame. The goal is to let the photo move in a way that still feels true to the memory.
That is what makes AI photo animation so compelling when it is done well. The technology is useful because it reads structure, lighting, and expression before adding motion, which makes the result feel softer and more believable.
For you as a user, that means less technical friction. You do not need to build a video from scratch or learn complex animation tools. You can start with one meaningful picture and turn it into something that feels more present without losing its original emotion.
Why this feels useful beyond simple visual novelty
The strongest value is emotional clarity. The app is not only trying to make your photos more dynamic. It is trying to make them feel closer to how you remember them. That matters if the image is personal, nostalgic, or deeply meaningful. It also matters if you simply want a more engaging visual without learning full video editing.
Part 4. How to animate a photo on mobile
If you want a simple mobile workflow, the official photo animation guide gives you a clear path. You choose the image, start the animation process, review the result, and save it once the motion feels right. The steps are simple, but the emotional effect can be surprisingly strong when the source photo already matters to you.
Step 1. Choose the photo you want to animate
This is where you decide which memory deserves more movement. It could be an old portrait, a pet photo, or a personal image that already means a lot to you but still feels too quiet as a still frame.
Step 2. Start the photo animation process on mobile
Once the image is selected, the app begins turning a static picture into something more alive. This matters because most people want motion that feels easy to create, not a long editing workflow that turns one photo into a complicated project.
Step 3. Review the animated result
A good result should feel gentle and believable. You want motion that supports the feeling of the photo instead of making it look exaggerated or artificial. That is why this review step matters so much.
Step 4. Save the animated photo and keep or share it
When the motion feels right, saving becomes more than a final tap. It turns the photo into something you can revisit, share with family, post online, or keep as a private memory that now feels a little closer to life.
Part 5. Where AI photo animation matters most
Old family photos are one of the most obvious examples. A still portrait from decades ago can suddenly feel warmer when a subtle expression shift or small motion is added. The point is not to rewrite history. The point is to reconnect with it in a way that feels more immediate.
Pet photos are another strong use case. People often remember the energy of an animal more vividly than any single frozen picture can show. A little motion can help the image feel more true to the personality you knew. That is why pet animation can feel playful and emotional at the same time.
Social content is also part of the story. In crowded feeds, motion naturally draws more attention than a static image. If you want your profile visual, thumbnail, or post to feel more alive, animation can help without requiring a full video production workflow.
Quick comparison: what makes animation feel worth keeping
What you want from animation
What often feels wrong
What makes it feel better
A moving old photo
The result feels forced or fake
Subtle motion that respects the original image
A pet portrait with personality
The movement feels random
Motion that matches posture and mood
A tribute image
The effect feels too dramatic
Gentle motion that stays respectful
A social content asset
The image still feels flat
More visual energy without heavy editing
When those elements come together, animation stops feeling like a trick. It starts feeling like a better way to hold onto the emotion already inside the photo.
Conclusion
The technology behind AI photo animation matters because movement only feels powerful when it still respects the original image. That is why better tools focus on subtle motion, emotional consistency, and a believable visual result instead of exaggerated effects.
If you want a mobile way to bring still images closer to life, Relumi is easy to notice in this category. It supports AI photo animation in a way that feels simpler, more personal, and more emotionally useful for portraits, pets, old photos, and the moments you do not want to leave frozen.
In this post, I will talk about the best crypto-to-equity derivatives platforms for global asset allocation.
Table of Contents
Introduction to Crypto-to-Equity Derivatives Platforms
Crypto-to-equity derivatives platforms have revolutionized the way investors diversify their portfolios across borders. Among these innovative platforms, BitMEX stands out for its ability to provide seamless access to both crypto and traditional equity derivatives, making it an excellent choice for anyone looking to expand their global asset allocation strategy.
As decentralized finance continues to rise in popularity, the need for trusted platforms like BitMEX becomes increasingly crucial for both retail and institutional investors.
Advantages of Allocating Assets with Derivatives Platforms
Diversification Across Multiple Asset Classes
Investors are now able to diversify their holdings, combining the high-growth potential of cryptocurrencies with the stability of equities. This streamlined approach, available on advanced platforms like BitMEX, allows users to manage risk and pursue opportunities across different markets more efficiently than ever before.
Leveraged Trading and Hedging Opportunities
One of the main advantages of using a platform such as BitMEX is access to leveraged trading, which enables investors to magnify their positions with a relatively small capital outlay. This is particularly beneficial for active traders seeking to hedge their positions in volatile markets, whether in crypto or traditional equities derivatives.
Key Features to Look For in a Crypto-to-Equity Derivatives Platform
Security and Regulatory Compliance
Security is paramount when dealing with cross-asset derivatives. BitMEX offers industry-leading security protocols, ensuring users’ funds and data remain protected. Furthermore, platforms that operate within clear regulatory frameworks provide additional peace of mind to global investors.
Wide Range of Tradable Assets
A top-tier platform provides seamless integration between crypto and equity derivatives, expanding the range of investment options. With BitMEX, users have access to a comprehensive suite of crypto derivatives as well as innovative new products that bridge the gap to traditional equities.
Robust Trading Infrastructure
Reliability and speed are essential for trading efficiency. BitMEX is recognized for its robust trading engine and sophisticated trading tools, ensuring smooth execution even during periods of high market volatility.
Why Choose BitMEX for Global Asset Allocation?
BitMEX is a pioneer in the derivatives market, providing a secure and sophisticated trading environment to users worldwide. Its advanced platform supports both crypto and equity derivatives, making it easy for investors to achieve optimal diversification.
With deep liquidity, high security standards, and a commitment to transparency, BitMEX is an ideal choice for those aiming to allocate assets on a global scale.
Getting Started with BitMEX
Setting up an account on BitMEX is straightforward. After completing a quick registration and verification process, users gain access to a wide range of crypto-to-equity derivatives products.
The intuitive interface and comprehensive educational resources make it easy for traders of all experience levels to get started and capitalize on global market opportunities.
Conclusion
For investors seeking to enhance their global asset allocation, choosing the right crypto-to-equity derivatives platform is vital.
BitMEX combines security, a diverse range of products, and innovative trading solutions to help users navigate the evolving landscape of digital and traditional finance. With BitMEX at the forefront, achieving a balanced, globally diversified portfolio has never been easier.
In this post, I will talk about SOC 2 readiness assessments and also show you which providers deliver the best value?
Organizations that handle customer data face increasing pressure to demonstrate strong security controls. SOC 2 compliance, governed by the American Institute of Certified Public Accountants (AICPA), has become a widely recognized benchmark for trust.
Before companies can pass a SOC 2 audit, they must first complete a readiness assessment — a critical step that evaluates existing controls and identifies compliance gaps.
Choosing the right provider for this assessment directly affects cost, efficiency and audit success.
Table of Contents
What Defines Best Value in SOC 2 Readiness?
Some vendors prioritize automation, while others emphasize expert-led advisory. The best value comes from providers that combine technical accuracy with actionable guidance.
A SOC 2 readiness assessment should do more than highlight deficiencies. According to AICPA guidance, effective readiness engagements align security controls with the Trust Services Criteria — security, availability, processing integrity, confidentiality and privacy.
The best providers consistently deliver value across several dimensions:
Comprehensive gap analysis mapped to SOC 2 criteria
Clear remediation plans with prioritized actions
Expert advisory support throughout the process
Efficient timelines that reduce time-to-audit
Scalability for future compliance needs
Top SOC 2 Readiness Assessment Providers
Organizations should focus on more than up-front pricing to avoid underestimating the internal effort required to implement recommendations. High-value providers reduce that burden by offering structured, hands-on guidance. The following are examples of top-rated providers.
1. Compass IT Compliance
As a top-tier IT security provider, Compass IT Compliance consistently delivers strong value by combining deep technical expertise with a client-first approach.
Key Features:
Detailed readiness assessments aligned with SOC 2 Trust Services Criteria
Step-by-step remediation guidance tailored to each organization
High-touch customer service model
Team composed of 40-50% former and active military professionals
Established experience since 2010
Why It Delivers Value:
Compass IT Compliance emphasizes execution and evaluation. Its consultants actively guide teams through remediation, reducing confusion and accelerating readiness. This hands-on model lowers the risk of delays and misinterpretation, which often occur with purely automated tools.
The company also stands out for its disciplined, process-driven culture, shaped in part by its military-affiliated workforce. The structure translates into consistent delivery, clear communication and accountability.
2. Vanta
Vanta has gained popularity among startups by simplifying compliance through automation.
Key Features:
Automated evidence collection from cloud systems
Pre-built integrations with tools like AWS, GitHub and Okta
Real-time compliance tracking dashboards
Streamlined audit preparation workflows
Why It Delivers Value:
Vanta reduces manual work by automating repetitive compliance tasks. This efficiency appeals to small teams that lack dedicated security personnel. Vanta delivers strong value for companies that prioritize speed and simplicity over customization.
3. Drata
Drata positions itself as a continuous compliance platform rather than a one-time readiness solution.
Key Features:
Continuous monitoring of security controls
Automated evidence collection and alerting
Real-time audit readiness visibility
Extensive integration ecosystem
Why It Delivers Value:
Drata enables organizations to maintain compliance over time, which aligns with modern DevOps and continuous security practices. The platform helps teams identify issues early, reducing audit risk.
Drata requires internal ownership. Teams must configure integrations, interpret alerts and manage workflows. Companies with mature security programs will benefit most from its capabilities.
4. Secureframe
An all-in-one security platform, Secureframe offers a hybrid approach that combines automation with guided support.
Key Features:
Built-in policy templates aligned with SOC 2
Guided readiness workflows
Risk assessment and vendor management tools
Access to audit partners
Why It Delivers Value:
Secureframe bridges the gap between do-it-yourself platforms and advisory firms. It provides structure without overwhelming users, making it a practical option for midsized organizations. It also delivers a balanced approach that many teams find accessible and efficient.
5. A-LIGN
A-LIGN operates as a full-service compliance firm, offering both readiness assessments and audits.
Key Features:
End-to-end SOC 2 services, from readiness to certification
Dedicated compliance consultants
Coverage across multiple frameworks, including ISO 27001 and HITRUST
Established reputation in compliance auditing
Why It Delivers Value:
A-LIGN delivers continuity. Organizations can complete readiness and audits within the same firm, simplifying coordination. This approach reduces handoff issues and improves audit efficiency. Larger organizations with complex requirements typically gain the most value from A-LIGN’s offerings.
6. Schellman
A well-known CPA firm, Schellman, specializes in SOC audits and readiness services.
Key Features:
Deep expertise in SOC 2 assessments
Customized readiness engagements
Strong enterprise client base
Broad compliance capabilities
Why It Delivers Value:
Schellman prioritizes thoroughness and credibility. Its assessments align closely with audit expectations, reducing the likelihood of surprises during certification. This rigor makes Schellman a strong choice for enterprises and highly regulated industries.
Comparative Summary Table
The following table offers an at-a-glance overview of the leading companies and their strengths in their industries.
Provider
Best For
Strengths
Compass IT Compliance
SMBs, SaaS and mid-market firms, best overall value
Expert guidance, strong support, proven track record
Vanta
Startups and SaaS
Automation, ease of use, fast setup
Drata
Scaling organizations
Continuous monitoring, integrations
Secureframe
Midsized businesses
Balanced approach, guided workflows
A-LIGN
Larger enterprises
End-to-end services, audit expertise
Schellman
Enterprise and regulated sectors
Thoroughness, credibility
How to Find the Right Provider
Organizations should align their provider choice with operational needs and compliance maturity. The following steps offer actionable guidance for evaluating each provider.
Assess Internal Resources
Teams with limited security expertise benefit from advisory-driven providers. Those companies with experienced staff may prefer automation platforms that reduce manual workload.
Prioritize Time-to-Compliance
Companies facing tight deadlines should evaluate how quickly a provider can deliver actionable results. Hands-on guidance often accelerates remediation compared to self-service tools.
Evaluate Complexity
Highly customized environments require flexible assessments. Automated platforms may struggle to capture nuanced control requirements.
Consider Long-Term Strategy
SOC 2 compliance is not a one-time effort. Organizations should consider whether they need continuous monitoring, recurring assessments or ongoing advisory support.
Key Features of High-Value SOC 2 Readiness Assessments
Authoritative cybersecurity frameworks, including AICPA guidance, emphasize structured risk management and control validation. High-value readiness assessments reflect these principles by including:
Detailed control mapping to SOC 2 Trust Services Criteria
Risk-based prioritization of findings
Actionable remediation steps with clear ownership
Policy and documentation support
Audit preparation guidance
Access to experienced consultants
Providers that deliver these elements help organizations move from assessment to certification with minimal friction.
Choosing the Best Value SOC 2 Readiness Assessment Partner
SOC 2 readiness assessments vary in depth, delivery model and overall value. The highest-value providers combine technical expertise with practical, hands-on guidance. They translate complex requirements into clear actions, help prioritize remediation efforts and support teams through each stage of the process. This approach accelerates readiness and strengthens long-term security practices.
Ultimately, the right choice depends on an organization’s internal resources, compliance maturity and strategic goals. Companies that prioritize structured guidance and measurable outcomes will position themselves for a smoother audit process and a more resilient security posture.
In this post, I will talk about the best ERM software in 2026.
Today’s organizations face increasingly complex cybersecurity threats and regulatory landscapes, requiring the right enterprise risk management (ERM) solutions to ensure maximum surveillance.
The following five platforms offer a unique approach to risk identification and management, with advanced automation, reporting and integration capabilities across business functions.
Table of Contents
1. LogicManager
LogicManager delivers a holistic ERM solution designed for structured administration, consistent standards and stakeholder engagement spanning all departments. As a centralized hub, the program helps bridge silos and deliver automated, real-time insights that empower executive intelligence, prevent fraud and waste and boost resilience.
Additionally, the vendor offers comprehensive advisory support at no extra cost. It also features no-code integrations with over 50 of the most popular third-party business applications, including DocuSign, Workday and Office 365.
Key Features
Centralized platform with holistic, risk-based oversight across all departments
Real-time dashboards and customized reporting for optimal executive decision-making
No-code connector integrations with over 50 common business applications
Expert advisory and technical support
2. RiskWatch
RiskWatch delivers a robust ERM software to manage enterprise risks, specializing in highly regulated industries, such as health care, finance and energy. The all-in-one platform reduces risk assessment time by 80% and enhances compliance and remediation across various cybersecurity, functional and privacy domains.
Businesses can increase workflow efficiency by 70% by leveraging real-time dashboards and prebuilt frameworks for rapid deployments. The program is also user-friendly and scalable, enabling organizations to continuously identify vulnerabilities and make informed decisions.
Key Features
Automated, configurable risk assessments
Real-time visual dashboards and reporting
Prebuilt compliance frameworks
Flexible integrations with third-party systems and assets
3. MetricStream
MetricStream offers an ERM software that empowers organizations to identify, evaluate, control and monitor various vulnerabilities and threats, with an emphasis on cybersecurity and operational resilience. The platform provides a unified risk management environment that streamlines workflows and enables data-driven decisions and risk response.
Customers have seen a 67% increase in risk visibility and an 80% increase in risk and control efficiency when using the system. Additionally, its ERM program enables a 15-times improvement in risk metric tracking, driving a proactive, risk-aware culture.
Key Features
AI-powered risk analytics and real-time dashboards
Automated risk assessment workflows
Extensive integrations with existing enterprise applications
Customizable risk reporting and insights
4. Diligent
Diligent offers a unified, cloud-based ERM solution to centralize risk oversight and decision-making. The program has produced tangible results, too, with 60% in cost savings versus manual management and 80% in cybersecurity cost avoidance. It has also helped reduce time constraints by 50% to 80% through automation features.
Powerful artificial intelligence (AI) insights help organizations benchmark, identify, evaluate and mitigate risks effectively, from cyber threats to operational and compliance matters. Additionally, its real-time dashboards and predictive analytics enhance efficiency, transparency and collaboration across departments.
Key Features
AI-driven risk identification and predictive analytics
Unified dashboards for real-time insights and reporting
Automated workflow to reduce manual processing
Seamless integrations with other business and risk management tools
5. CyberArrow
CyberArrow leverages an automated, cooperative approach to ERM, with software designed for modern organizations facing some of the most intricate cyber, compliance and operational risks.
The platform connects risk, control and policy for greater visibility and real-time insights, while its automation features streamline data analysis, reporting and control mapping for audit preparation.
This system automates 90% of workflows and supports over 80 integrations. It also comes with an extensive library of preapproved document templates for auditing.
Key Features
Centralized risk, control and compliance management
Automated assessment, evidence collection and reporting
Organizations must invest in the best ERM software to stay ahead of the most dire cybersecurity threats and maintain compliance. The following chart compares each of the five leading ERM solutions for 2026.
Company
Risk-Based Approach
Insights and Dashboards
Department and Software Connectivity
Reputation and Unique Value
LogicManager
Centrally managed, structured, risk-based framework that streamlines organizational engagement
Actionable, real-time dashboards and tailored reporting for fast, leadership-ready intelligence and fraud/waste prevention
Robust Connector Program that links to third-party tools and departments
Hands-on support, no-code usability and holistic risk oversight throughout highly regulated industries
RiskWatch
Comprehensive risk-based assessments, tailored for high-stakes industries
Automated compliance reporting, flexible risk frameworks, and clear visualizations for quantifying and tracking risks
Flexible integration with audit, compliance and asset management tools
Deep customization capabilities and practices tools for regulated spaces, such as health care, energy and finance
MetricStream
Integrated, risk-focused approach, adapted for rapid changes
AI-powered analytics and real-time risk intelligence, with customizable dashboards and top-level risk oversight
Designed for large-scale enterprises with wide-ranging connectivity options
Industry leader for scalability, advanced analytics and management of enterprise complexities
Diligent
Holistic risk transformation powered by external benchmarking and predictive risk notifications
Real-time analytics for delivering clear, strategic data to boards and executives
Consolidated risk information from various organizational systems for more unified oversight
Emphasis on AI and automation with visible cost savings
CyberArrow
Cybersecurity threat identification in a proactive, adaptive model, designed for cloud-native businesses
Cloud dashboard with updated cyber posture and evidence trails for compliance
Integrated with cloud and cybersecurity systems that readily adapt to changing digital threats
Rapid deployment and deep cyber focus for digital-first, regulated corporations
Determining Leading ERM Software Platforms
Only reputable ERM solutions with strong cybersecurity posturing made this list. Each brand meets the following criteria:
Holistic, risk-based program design
Ability to deliver real-time actionable insights
Integration and connectivity capabilities
Unique value proposition for cybersecurity focus
The final list reflects platforms with a proven impact, clear customer value and organizational support to meet the needs of today’s enterprise risk leader.
Safeguarding Organizational Resilience Through Informed ERM Selection
Modern ERM solutions offer a thoughtful, robust approach to risk management and compliance.
Adopting one of the top ERM platforms can help organizations address the most current and pressing cybersecurity threats and regulatory requirements.
Ultimately, the right software is key to protecting and supporting business growth.
In this post, I will answer the question – are VPNs still a smart choice for everyday Internet users?
A VPN still has a place in everyday online life, but it is no longer the all-purpose fix many adverts make it out to be. For years, VPN services have been sold as the answer to almost every online problem. Safer browsing, better privacy, fewer restrictions, and total anonymity have all been part of the sales pitch. The truth is, a VPN can be useful, but it only helps in certain situations, and it has clear limits.
Some people use VPNs for work, some for privacy, and some because they want access to location-based content or simply want to check out some new slots here without exposing their home IP address too widely. Those are all normal use cases. The smarter question is not whether VPNs are good or bad. It is whether a VPN solves a real problem in your daily internet use.
Table of Contents
What a VPN Actually Does
A VPN creates an encrypted connection between your device and a remote server run by the VPN provider. That means other people on the same network have a harder time seeing what you are doing. Your internet provider also sees less detail about the websites and services you use through that tunnel. On top of that, websites you visit will usually see the IP address of the VPN server rather than your own.
For ordinary users, that is the main benefit. A VPN adds a layer of privacy and gives you more protection on networks you do not control. It can also make it look as though you are browsing from another city or country.
Why VPNs Still Matter
VPNs are still relevant because the internet is not private by default. Public Wi-Fi remains one of the clearest examples. Airports, hotels, cafés, shopping centres, and co-working spaces all offer convenience, but you rarely know how well those networks are managed. A VPN can make those sessions safer by encrypting your traffic before it passes through the local connection.
That extra protection is especially helpful if you check email, log into bank accounts, access work systems, or send personal information while away from home. A VPN is also useful for people who move between different networks during the day. Even when websites use secure connections, a VPN still adds a layer between your activity and the network itself.
Privacy is another reason VPNs still appeal to ordinary users. Your provider can see a lot about your internet activity, and many websites still try to build a profile of who you are and what you do online. A VPN will not stop all tracking, but it can reduce how easily your traffic is linked to your home connection and IP address.
Where VPNs Are Often Overrated
A VPN does not make you invisible, and it does not turn risky online behaviour into safe behaviour. If you click on a fake login page, hand over personal details to a scammer, or install a dodgy app, a VPN will not stop the damage. It cannot fix weak passwords, poor judgement, or bad security habits.
Modern web security has also improved in ways many users overlook. A lot more websites now use HTTPS by default, which already encrypts the traffic between your browser and the site you are visiting. That means the web is generally safer than it used to be, even without a VPN.
A VPN hides part of your activity from your internet provider and local network, but it shifts trust to the VPN company instead. That company may handle your browsing data responsibly, or it may not.
When a VPN Makes Sense for Everyday Users
A VPN is sensible if you often use public Wi Fi, work outside the house, travel regularly, or connect through networks you do not manage yourself. It can also help if you want a basic privacy buffer between your browsing and your provider.
Some users like VPNs because they stream while travelling, compare prices across regions, or play games on shared networks where privacy matters. Others simply prefer not to expose their home IP address more than necessary.
A VPN can also help people who share a network with many others, such as students in shared accommodation or workers in busy office spaces. In those settings, an extra layer of privacy is often a reasonable step.
When You Probably Do Not Need One
Not everyone needs a VPN, and that is worth saying plainly. If you mostly browse from home, use a trusted broadband connection, stick to secure websites, and keep your devices updated, a VPN may not change much in your daily life. Plenty of users would get more value from sorting out the basics first.
That usually means using strong passwords, enabling two-factor authentication, keeping software patched, and backing up important files. A password manager is often more useful than a VPN for the average person. So is good scam awareness. If your budget is limited, those tools and habits should usually come first.
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.
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
Decodo (formerly Smartproxy) brings innovation and precision to data collection. TheirAmazon 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 tocollect 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.
Discover how to utilize a VPN to safeguard your online privacy.
In today’s digital age, online privacy has become a growing concern for individuals and businesses. With the increasing number of cyber threats and the pervasive tracking of online activities, it has become essential to take proactive measures to safeguard personal information.
One effective tool for protecting online privacy is a Virtual Private Network (VPN). This comprehensive guide will explore how to use a VPN to protect your online privacy and ensure a secure browsing experience.
A VPN is a technology that establishes a secure and encrypted connection between your device and the internet. It creates a virtual tunnel through which your data travels, making it difficult for anyone to intercept or monitor your online activities.
Using a VPN, your internet traffic is routed through a remote server, which masks your IP address and encrypts your data.
Why is Online Privacy Important?
Online privacy is crucial because it safeguards your personal information from being accessed or misused by unauthorized individuals or organizations.
Your online activities, such as browsing history, emails, and financial transactions, can be monitored and exploited without proper protection.
Using a VPN, you can regain control over your privacy and protect sensitive data from prying eyes.
When selecting a VPN for online privacy, there are several key factors to consider:
Security Features: Look for a VPN that offers robust encryption protocols, such as AES-256, to ensure the highest level of data security.
No-Logs Policy: Select a VPN provider with a strict no-logs policy, which means they do not collect or store any information about your online activities.
Server Locations: Consider the number and locations of the VPN provider’s servers. More server options provide greater flexibility and better performance.
Connection Speed: Check the VPN’s connection speed to ensure it meets your browsing and streaming requirements.
Compatibility: Ensure the VPN is compatible with your devices and operating systems.
Customer Support: Look for VPN providers that offer reliable customer support to assist you whenever you encounter any issues.
Recommended VPN Services for Online Privacy
Based on extensive research and user reviews, the following VPN services are highly recommended for protecting online privacy:
NordVPN: NordVPN is known for its advanced security features, extensive server network, and user-friendly interface. It offers strong encryption, a strict no-logs policy, and support for multiple devices.
CyberGhost VPN: CyberGhost VPN provides excellent privacy protection with its no-logs policy and military-grade encryption. It offers a user-friendly interface and a wide range of server locations.
ExpressVPN: ExpressVPN is renowned for its fast and reliable connections, stringent privacy policy, and extensive server network. It offers top-notch security features and excellent customer support.
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Panda VPN is a fast, secure VPN service facilitated by Panda Security. It has more than 1,000 servers in 20+ countries.
Panda VPN is a fast, secure VPN service facilitated by Panda Security. It has more than 1,000 servers in 20+ countries. Show Less
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NordVPN
The best VPN service for total safety and freedom.
The best VPN service for total safety and freedom. Show Less
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ProtonVPN
A swiss VPN service that goes the extra mile to balance speed with privacy protection.
A swiss VPN service that goes the extra mile to balance speed with privacy protection. Show Less
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ExpressVPN
A dependable VPN service that works on all devices and platforms.
A dependable VPN service that works on all devices and platforms. Show Less
TorGuard VPN
The best VPN service for torrenting safely and anonymously.
The best VPN service for torrenting safely and anonymously. Show Less
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VuzeVPN
VuzeVPN offers you unlimited and unrestricted VPN service.
VuzeVPN offers you unlimited and unrestricted VPN service. Show Less
VeePN
VeePN is a virtual private network (VPN) service that provides online privacy and security by encrypting internet...Show More
VeePN is a virtual private network (VPN) service that provides online privacy and security by encrypting internet traffic and hiding the user's IP address. Show Less
HideMe VPN
HideMe VPN is your ultimate online privacy solution, providing secure and anonymous browsing while protecting your data...Show More
HideMe VPN is your ultimate online privacy solution, providing secure and anonymous browsing while protecting your data from prying eyes, so you can browse the internet with confidence and freedom. Show Less
ZoogVPN
ZoogVPN is the complete and trusted all-in-one VPN service that protects your sensitive personal and financial...Show More
ZoogVPN is the complete and trusted all-in-one VPN service that protects your sensitive personal and financial information online. Show Less
HideMyName VPN
Protect your online privacy and anonymity with HideMyName VPN, a secure and affordable service that offers robust...Show More
Protect your online privacy and anonymity with HideMyName VPN, a secure and affordable service that offers robust encryption, multiple server locations, and a variety of privacy-enhancing features. Show Less
Witopia VPN
Witopia VPN lets you shield your privacy and unlock the world's internet with military-grade encryption and borderless...Show More
Witopia VPN lets you shield your privacy and unlock the world's internet with military-grade encryption and borderless access. Show Less
FastestVPN
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FastestVPN offers budget-friendly, secure connections with unlimited data and a focus on fast speeds, ideal for streaming and everyday browsing. Show Less
ExtremeVPN
ExtremeVPN is a VPN service that offers fast speeds, strong encryption, and a no-logs policy to keep your online...Show More
ExtremeVPN is a VPN service that offers fast speeds, strong encryption, and a no-logs policy to keep your online activity private. Show Less
iProVPN
iProVPN is a VPN service with a focus on security and affordability, offering basic features to secure your connection...Show More
iProVPN is a VPN service with a focus on security and affordability, offering basic features to secure your connection and unblock streaming content. Show Less
Setting Up a VPN for Online Privacy
Step-by-Step Guide to Setting Up a VPN
Setting up a VPN for online privacy is a straightforward process. Follow these steps:
Choose a VPN Service: Select a VPN provider that meets your requirements for security, server locations, and compatibility.
Sign Up and Install: Create an account with the VPN provider and download the VPN software or app for your device.
Launch the VPN: Open the VPN software and log in using your credentials.
Select a Server: Choose a server location from the available options. Consider selecting a server in a country that aligns with your privacy needs.
Connect to the VPN: Click the “Connect” button to establish a secure VPN connection.
Verify Your Connection: Check if your IP address has changed and confirm that your data is now encrypted and secure.
Configure Additional Settings: Explore the VPN settings to customize your preferences, such as enabling a kill switch or split tunnelling.
To maximize your online privacy when using a VPN, consider the following tips:
Enable Kill Switch: Activate the kill switch feature, which automatically disconnects your internet connection if the VPN connection drops, preventing any data leaks.
Use DNS Leak Protection: Ensure that your DNS requests are also routed through the VPN to prevent any potential leaks of your browsing activities.
Opt for OpenVPN Protocol: OpenVPN is widely regarded as one of the most secure VPN protocols. Choose this option whenever possible.
Regularly Update VPN Software: Keep your VPN software up to date to benefit from the latest security enhancements and bug fixes.
Benefits of Using a VPN for Online Privacy
Enhanced Security and Privacy
By using a VPN, you can enjoy enhanced security and privacy online. Your data is encrypted, making it virtually impossible for hackers and cybercriminals to intercept or decipher your information.
Bypassing Geo-Restrictions
A VPN enables you to bypass geographical restrictions and access region-locked content. With a VPN, you can appear to be browsing from a different country, enabling you to access streaming services, websites, and online platforms that may not be available in your location.
Protecting Sensitive Data on Public Wi-Fi
When connected to a public Wi-Fi network, your data is vulnerable to interception by malicious actors. Using a VPN, your data is encrypted, ensuring that your sensitive information, such as login credentials and financial details, remains secure.
Anonymous Browsing
A VPN masks your IP address and replaces it with the IP address of the VPN server you are connected to. This makes it difficult for websites, advertisers, and other entities to track your online activities, preserving your anonymity while browsing the web.
Common Misconceptions about VPNs and Online Privacy
VPNs Provide Complete Anonymity
While VPNs offer an added layer of privacy and security, they do not guarantee complete anonymity. Other factors, such as your online behaviour, can still be used to identify you. It is essential to exercise caution and maintain good digital hygiene to safeguard your privacy.
Free VPNs Offer the Same Level of Protection
While free VPNs may be tempting, they often have limitations and risks. Free VPN providers may log and monetize your data, compromise privacy, or offer subpar security features. Investing in a reputable paid VPN service for optimal protection is advisable.
How to Use a VPN to Protect Your Online Privacy: Frequently Asked Questions
Does a VPN protect you online?
VPNs can enhance your online privacy in several ways:
Encryption: A VPN encrypts your internet traffic, making it unreadable to anyone snooping on your connection, like hackers on public Wi-Fi.
IP Masking: A VPN hides your actual IP address, replacing it with one from the VPN server’s location to which you connect. This makes it harder for websites and online services to track your location or browsing activity.
How do I use a VPN?
Using a VPN is generally straightforward:
Choose a VPN provider: Research a reputable VPN service that suits your needs (speed, server locations, features).
Download and install the VPN app: Most providers offer apps for various devices (Windows, Mac, smartphones, etc.).
Launch the VPN app and sign in with your account.
Connect to a VPN server: Choose a server location from the list provided by your VPN provider.
Once connected, your internet traffic will be encrypted and routed through the VPN server.
How do I use a VPN secretly?
VPNs themselves aren’t inherently secret. However, they help mask your online activity from prying eyes. Using a VPN on a public Wi-Fi network is a good example, as it encrypts your traffic and prevents others from seeing what websites you visit.
VPNs can still be beneficial on secure networks, depending on your goals:
Enhanced Privacy: A VPN can prevent your internet service provider (ISP) from tracking your browsing activity even on a trusted network.
Access Geo-restricted Content: A VPN enables you to connect to servers in various locations, potentially allowing you to access websites or streaming services that are restricted in your area (please be aware of the terms of service and legality in your region).
Can a VPN be hacked?
While VPN encryption makes it difficult to hack into your device directly, vulnerabilities still exist. Here’s how to minimize risks:
Choose a reputable VPN provider: Opt for a provider with a strong security track record and a commitment to keeping user data private.
Keep your VPN software updated: Updates often include security patches, so ensure you’re running the latest version.
Be cautious of free VPNs: Free VPNs might lack robust security features or have limitations that compromise privacy (data logging, throttled speeds).
Remember: VPNs are a valuable tool for online privacy, but they’re not a silver bullet. Always practice safe browsing habits and exercise caution when sharing information online.
Conclusion
Now, you should be able to know how to use a VPN to protect your online privacy. Protecting your online privacy is essential in today’s interconnected world. Using a VPN, you can safeguard your personal information, browse the internet anonymously, and bypass geo-restrictions.
Remember to choose a reliable VPN service, follow the setup steps, and keep your VPN software up to date for the best online privacy protection. Take control of your digital footprint and enjoy a secure browsing experience with the best VPN for online privacy.
When choosing the best VPN for online privacy, it is crucial to prioritize security, reliability, and user-friendly features. Investing in a reputable VPN service ensures your online activities remain private and secure.
