Actowiz Metrics Real-time
logo
analytics dashboard for brands! Try Free Demo
How-Does-Web-Scraping-Work-as-a-Thin-Line-Between-Data-Privacy-Violation-and-Business-Intelligence

Web Scraping is the usage of automated software (or bots) to scrape data and content from a website. This is also categorized by the OWASP (Open Web Application Security Foundation) as an automatic threat (OAT-011). Data Scraping varies from Screen Scraping as it can scrape underlying HTML codes as well as data, which is saved in databases whereas Screen Scraping copies only pixels, which are shown on the screen. However, where is a line drained between scraping data for genuine business purposes as well as malicious data scraping, which hurts business? The line looks to be having blurrier day by day, as efforts of describing Web Scraping as a legitimate business are growing stronger. Lawful actions against Web Scraping are deliberate and differ by country.

What are the Legal Uses for Web Scraping?

What-are-the-Legal-Uses-for-Web-Scraping-Business-Intelligence

To know the problem, it’s needed to first clarify a few legitimate use cases of Web Scraping. The initial examples include search engine crawlers including Bingbot or Googlebot. They are used with three key functions, which help in creating and maintaining a searchable index for web pages including the crawl, index as well as rank. Other cases include market research companies collecting data from social media and online forums and also price comparison sites collecting product descriptions and prices from different online retailers.

Illegitimate Use Cases for Web Scraping

What are a few illegitimate use cases? The coolest way of defining illegal Web Scraping is “the scraping of data from certain websites without getting permission from the website owner”. Content Scraping and Price Scraping are the two most general illegitimate use cases. Usually, price Scraping comprises competing businesses extracting your prices to beat the prices as well as win the marketplace. It hurts businesses because of a loss in SEO search about price. However, you don’t need to sell any services or goods to get targeted by extracting bots. Stealing proprietary content might be just as wicked. Content Scraping is a complete content theft on a big scale, and in case, your content comes elsewhere online, your SEO rankings will get hit directly.

A Legal Business?

During 2020, we had discussed the description of “bad bots as a service”. All the alleged businesses are providing business intelligence services called alternative data, pricing intelligence for finance, as well as competitive insights. Besides that, there is amplified pressure in the industries to buy extracted data. No association wants to lose its business as the competition has access to data, which is accessible to buy. One more sign of attempting at legitimizing data scraping is the evolution of job postings searching for people to fill up the positions using titles like Web Data Scraping Specialist or Web Data Extraction Specialist.

The Legitimate Stand against the Web Scraping

The-Legitimate-Stand-against-the-Web-ScrapingBusiness-Intelligence

Possibly the most applicable legal presiding about Web Scraping is the case of hiQ Labs vs. LinkedIn. In the efforts of stopping Web Scraping, LinkedIn has helped hiQ with the cease-and-desist. In response, hiQ trailed a court case against LinkedIn. The Ninth Circuit appellate has governed for permitting bots to extract publicly accessible content.

Following this decision, LinkedIn had filed a petition asking Supreme Court review during March 2020, reply hiQ had responded. They identified that it is arguable if a company can utilize a Computer Fraud & Abuse Act for preventing access to data, which a website’s users got shared on public profiles as well as is accessible for watching by anybody having a web browser.

Although LinkedIn isn’t only in the conflict against Web Scraping. In October 2020, Facebook has also filed a case against two companies in the U.S., which were engaging in international web scraping operations spanning numerous websites. And as no big legal action has been taken against data scraping operations, the business remains at best.

What’s Next for Web Scraping?

What-s-Next-for-Web-Scraping-Business-Intelligence

This condition poses a moral problem for organizations. Because most of them understand that not using certain methods might position them at a drawback, the possibility of them coming to said methods is high. Particularly thinking that no strong legal action is getting taken for putting a halt on data scraping operations. In an environment where continuous efforts are made to authorize Web Scraping, it is hard to see that specific bot problem going away at any time rapidly.

Taking Cautious Actions

As Web Scraping leftovers a problem, which is complicated to solve legally, a cumulative number of businesses are taking preventive measures. They know the requirement of protecting their exclusive data, all while sustaining the authentic traffic flow to the website.

Actowiz provides the best-in-its-class Advanced Bot Protection solutions that can ease the most refined automated threats, comprising all OWASP automatic threats. It uses superior technology for protecting all the possible access points, comprising mobile applications , websites, as well as APIs.

Advanced Bot Protection is part of Actowiz’s Application Security platform. Contact Actowiz now to defend your assets from Grinch bots as well as other automatic threats!

Social Proof That Converts

Trusted by Global Leaders Across Q-Commerce, Travel, Retail, and FoodTech

Our web scraping expertise is relied on by 4,000+ global enterprises including Zomato, Tata Consumer, Subway, and Expedia — helping them turn web data into growth.

4,000+ Enterprises Worldwide
50+ Countries Served
20+ Industries
Join 4,000+ companies growing with Actowiz →
Real Results from Real Clients

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

1 min
★★★★★
"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"
TG
Thomas Galido
Co-Founder / Head of Product at Upright Data Inc.
2 min
★★★★★
"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."
II
Iulen Ibanez
CEO / Datacy.es
1:30
★★★★★
"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."
FC
Febbin Chacko
-Fin, Small Business Owner
icons 4.8/5 Average Rating
icons 50+ Video Testimonials
icons 92% Client Retention
icons 50+ Countries Served

Join 4,000+ Companies Growing with Actowiz

From Zomato to Expedia — see why global leaders trust us with their data.

Why Global Leaders Trust Actowiz

Backed by automation, data volume, and enterprise-grade scale — we help businesses from startups to Fortune 500s extract competitive insights across the USA, UK, UAE, and beyond.

icons
7+
Years of Experience
Proven track record delivering enterprise-grade web scraping and data intelligence solutions.
icons
4,000+
Projects Delivered
Serving startups to Fortune 500 companies across 50+ countries worldwide.
icons
200+
In-House Experts
Dedicated engineers across scrapers, AI/ML models, APIs, and data quality assurance.
icons
9.2M
Automated Workflows
Running weekly across eCommerce, Quick Commerce, Travel, Real Estate, and Food industries.
icons
270+ TB
Data Transferred
Real-time and batch data scraping at massive scale, across industries globally.
icons
380M+
Pages Crawled Weekly
Scaled infrastructure for comprehensive global data coverage with 99% accuracy.

AI Solutions Engineered
for Your Needs

LLM-Powered Attribute Extraction: High-precision product matching using large language models for accurate data classification.
Advanced Computer Vision: Fine-grained object detection for precise product classification using text and image embeddings.
GPT-Based Analytics Layer: Natural language query-based reporting and visualization for business intelligence.
Human-in-the-Loop AI: Continuous feedback loop to improve AI model accuracy over time.
icons Product Matching icons Attribute Tagging icons Content Optimization icons Sentiment Analysis icons Prompt-Based Reporting

Connect the Dots Across
Your Retail Ecosystem

We partner with agencies, system integrators, and technology platforms to deliver end-to-end solutions across the retail and digital shelf ecosystem.

icons
Analytics Services
icons
Ad Tech
icons
Price Optimization
icons
Business Consulting
icons
System Integration
icons
Market Research
Become a Partner →

Popular Datasets — Ready to Download

Browse All Datasets →
icons
Amazon
eCommerce
Free 100 rows
icons
Zillow
Real Estate
Free 100 rows
icons
DoorDash
Food Delivery
Free 100 rows
icons
Walmart
Retail
Free 100 rows
icons
Booking.com
Travel
Free 100 rows
icons
Indeed
Jobs
Free 100 rows

Latest Insights & Resources

View All Resources →
thumb
Blog

RERA Data Aggregation All-State Real Estate Compliance Tracking in India

Aggregate RERA data across all 28 Indian states + UTs. Real-time project, builder, and compliance intelligence for India ?40+ trillion real estate market.

thumb
Case Study

How a Q-Commerce Startup Saved ₹2.8 Cr/Year by Tracking Blinkit, Zepto & Instamart in Real-Time

Discover how a Q-commerce startup saved ₹2.8 Cr annually by tracking Blinkit, Zepto, and Instamart in real time. Learn how data-driven pricing and inventory insights boost efficiency and profitability.

thumb
Report

Scrape In-N-Out Burger locations data in the USA in 2026 – Expansion Trends, Market Coverage & Insights

Scrape In-N-Out Burger locations data in the USA in 2026 to analyze store expansion, regional coverage, and market trends.

Start Where It Makes Sense for You

Whether you're a startup or a Fortune 500 — we have the right plan for your data needs.

icons
Enterprise
Book a Strategy Call
Custom solutions, dedicated support, volume pricing for large-scale needs.
icons
Growing Brand
Get Free Sample Data
Try before you buy — 500 rows of real data, delivered in 2 hours. No strings.
icons
Just Exploring
View Plans & Pricing
Transparent plans from $500/mo. Find the right fit for your budget and scale.
Get in Touch
Let's Talk About
Your Data Needs
Tell us what data you need — we'll scope it for free and share a sample within hours.
  • icons
    Free Sample in 2 HoursShare your requirement, get 500 rows of real data — no commitment.
  • icons
    Plans from $500/monthFlexible pricing for startups, growing brands, and enterprises.
  • icons
    US-Based SupportOffices in New York & California. Aligned with your timezone.
  • icons
    ISO 9001 & 27001 CertifiedEnterprise-grade security and quality standards.
Request Free Sample Data
Fill the form below — our team will reach out within 2 hours.
+1
Free 500-row sample · No credit card · Response within 2 hours

Request Free Sample Data

Our team will reach out within 2 hours with 500 rows of real data — no credit card required.

+1
Free 500-row sample · No credit card · Response within 2 hours