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
ChatGPT Web Scraping: Tutorial & Applications in 2026
ChatGPT is an easy way to bring AI to web scraping, saving developers from manual parsing work that requires constant updates. Using LLMs is becoming one of the best web scraping practices.
Scraping Google Trends for Real-Time Insights in 2026
Google Trends is an excellent tool for businesses and content creators who want to stay ahead of customer behavior, spot emerging trends, and make data-driven decisions. This guide explains what Google Trends data is, the legality of scraping Google Trends, and use cases for leveraging Google Trends data.
Intent Classification in 2026: What it is & How it Works
Customers have more options than ever due to increasing competition and the quality of customer service has become one of the key factors for businesses to stay ahead of the competition. This article, we will explore one of the techniques used in these applications: intent classification.
The Best Proxy Manager Providers in 2026
Proxy managers simplify the use of proxy servers by automatically changing proxy settings for your browser or operating system. Here are some of the most popular proxy managers available: What is a proxy manager? A proxy manager is a software designed to control, manage, and monitor proxy servers.
Playwright vs Selenium: Pros, Cons, and Use Cases Compared
Playwright and Selenium are both powerful frameworks for web test automation. Playwright is a newer, open-source tool developed by Microsoft, designed to support modern web applications with speed and reliability. Selenium, a long-standing open-source project, supports a broad range of browsers, languages, and testing needs.
Anonymous Proxies: Top Providers & Definition in 2026
An anonymous proxy, or anonymizer, serves to conceal a user’s identity, location, and other personal details to protect the user’s personal information. While anonymous proxies enhance anonymity, they might still disclose certain data to the destination web server specific to proxies.
Data Commercialization: Risks and Best Practices in 2026
Companies in every industry use data to create value and manage data as an asset. They collect and analyze huge amounts of data coming from various sources. The increasing availability of data enables businesses to make real-time decisions.
How to Test Proxies: Free and Paid Proxy Checkers in 2026
The choice of an effective proxy testing method depends on your use case, budget, and technical knowledge. See the most common proxy testing methods for easy proxy testing: How to check if a proxy is working 1.
Top 8 Website Change Monitoring Tools in 2026
Monitoring website changes enables businesses and individuals to stay informed about their updates on e-commerce websites, and address any website problems. This article explains website change monitoring, its use cases, and a range of tools that can help streamline the process of tracking changes across web pages.
Static Proxies: Top Providers and How They Work in 2026
Datacenter and ISP proxies are considered static by default because they originate from controlled infrastructures. Residential and mobile proxies are more prone to rotation due to ISP policies, but when configured for stickiness, they can function similarly to static proxies.
AIMultiple Newsletter
1 free email per week with the latest B2B tech news & expert insights to accelerate your enterprise.