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
Top LinkedIn Dataset Providers: Company & Profile Data
LinkedIn datasets can be categorized into profile data and company data: This article compares Bright Data, Coresignal, and People Data Labs (PDL), focusing on their offerings, pricing models, and strengths.
SOCKS5 Proxies: Best Providers, Free Options & How They Work
When it comes to SOCKS5 support across various proxy types, there is no one-size-fits-all solution. Some proxies support SOCKS5 natively, while others may require additional setup or have limitations based on the use case (e.g., port settings).
Top 8 Website Change Monitoring Tools
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.
Speech Recognition: Everything You Need to Know
Speech recognition, also known as automatic speech recognition (ASR), enables seamless communication between humans and machines. This technology empowers organizations to transform human speech into written text. Speech recognition technology can revolutionize many business applications, including customer service, healthcare, finance and sales.
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.
ChatGPT Web Scraping: Tutorial & Applications
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.
Large-Scale Web Scraping: Techniques & Challenges
We benchmarked leading web scraper APIs with 12,500 requests to e-commerce platforms and search engines. Then, we tested the reliability of the underlying services (i.e., residential proxies) with 5,000 and 100,000 parallel requests. Based on these experiences, we outline how to efficiently and ethically scrape large-scale data.
The Best Proxy Manager Providers
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.
How to Scrape Images with Python for SEO
When scraping image data with Python library, the goal can go beyond just downloading the images. You may need to collect metadata and additional contextual information associated with the images on a webpage. This typically involves gathering details like the image’s alt text, dimensions, captions, file sizes, and other relevant image data.
How to Scrape Data from Walmart: Top Scraper APIs
We benchmarked the leading Walmart scraper APIs, analyzing 2 batches of requests to 200 URLs from product and search pages during Dec 2024 and Jan 2025, totaling 2,000 requests: This guide provides step-by-step instructions on how to scrape Walmart’s product pages using Python and various other tools.
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