Gulbahar Karatas
Gülbahar is an AIMultiple industry analyst focused on web data collection, applications of web data and application security.
Professional experience
She previously worked as a marketer in U.S. Commercial Service.
Research interests
She is a frequent user of the products that she researches. For example, she is part of AIMultiple's web data benchmark team that has been annually measuring the performance of top web data infrastructure providers.
Education
Gülbahar has a Bachelor's degree in Business Administration and Management in 9 Eylul University.
Latest Articles from Gulbahar
How to Bypass CAPTCHA in Web Scraping in 2026
CAPTCHA systems are dynamic and constantly change to prevent bypass attempts. This evolution requires web scrapers to adapt and develop new methods, highlighting the need for dependable solutions. This article examines the main methods for bypassing CAPTCHA systems and provides an overview of the various CAPTCHA types encountered in web environments.
List of the best SOC (Security Operations Center) Tools ['26]
An effectively equipped SOC team holds significant importance in countering cybersecurity threats and promptly addressing security incidents. A Security Operations Center (SOC) team uses a range of security tools, methodologies, and protocols to identify and prevent security incidents.
Browser Fingerprinting: Techniques, Use Cases & Best Practices
Browser fingerprinting is one of the user identification methods used by websites for various purposes, such as web personalization, fraud detection, targeted advertising.
How to Scrape Reviews for Free Using Python (No APIs)
This article shows how I scraped reviews from Google Play, Yelp, and Trustpilot using Python. Each platform required a different method: Learn how to handle anti-detection, parse customer review data, and save the scraped data in CSV, JSON, or export to a database like Google Sheets for data analysis.
Web Scraping JavaScript vs Python: Which Is Better? ['26]
Python and JavaScript are the two most popular languages for web scraping tasks. In this guide, we’ll not only compare Python and JavaScript for web scraping, we’ll also walk through complete tutorials for each language, from setup to data extraction and saving results.
Proxy Use Cases: 15 Real Examples for Marketing, Sales & Security
What do people actually use proxies for? In practice, proxies sit between you and the web, swapping your IP so you can collect data, see location-specific results, and access geo-restricted content. However, not every proxy type is suitable for every job.
The Best Managed Data Services in 2026
Managed data collection services provide a fast alternative to building and maintaining a data infrastructure, and allow businesses to focus on their core activities. Which functions would you like to outsource? Top managed web data collection providers All services claim to be compatible with GDPR and CCPA and offer self-service options.
Indeed Scraper: How to Extract Job Data & Top Scraping Services
Indeed offers APIs primarily for job posting and applicant tracking; however, obtaining large-scale job data often requires a robust Indeed scraper or a specialized scraping service. We’ll cover the tools and techniques for extracting valuable job postings, discuss ethical considerations like Indeed’s robots.
Should You Invest in Virgin Proxies in 2026?
The term “virgin proxy” is often marketed as a premium, unused proxy that has no prior links to suspicious or blacklisted activities. These proxies are attractive for users who prioritize privacy and want clean, reliable IP addresses.
Web Scraping Craigslist: Top 5 Craigslist Scrapers in 2026
Businesses scrape Craigslist for a variety of reasons, including market research, job recruitment, real estate analysis, and generating leads. This article explains how to extract data from Craigslist, as well as the top scrapers for Craigslist scraping and their pricing structures.
AIMultiple Newsletter
1 free email per week with the latest B2B tech news & expert insights to accelerate your enterprise.