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
Amazon Dataset Comparison 2026: Bright Data, Oxylabs, Grepsr & Exellius
Amazon datasets can support pricing intelligence, seller analysis, market research, and lead generation. However, buyers should compare providers not only by price and format, but also by data freshness, historical coverage, and delivery method.
Best Google Shopping APIs in 2026
Selecting the best Google Shopping API depends on whether a business needs to manage its own Merchant Center data or collect public Google Shopping results for market intelligence.
10+ Best Paid & Free Web Scraping Tools
Some web scraping tools are completely free, great for beginners and small projects, while others are paid platforms designed for scalability, automation, and enterprise-grade reliability. Each tool is labeled as either free, paid, or a combination of free and paid plans, allowing you to find what fits your needs and budget quickly.
Top 5 Social Media Datasets in 2026
We compared five leading social media data providers, focusing on the types of social data they offer and the platforms they include. For clarity, these providers fall into two groups: Platform coverage of social media dataset providers Social media content datasets These vendors deliver raw or enriched content (Posts, Comments, Engagement).
Ranked the Top 12 Antidetect Browsers in 2026
Antidetect browsers protect your online identity and simplify managing multiple online accounts. Professionals in advertising, eCommerce, and SEO can use these tools to appear as new users with each login. We evaluated the best antidetect browsers for performance and usability. Below is our review of the best free and paid options.
How to Bypass CAPTCHA in 2026 (reCAPTCHA & hCaptcha)
Modern CAPTCHA and human-verification systems use a mix of challenge-response tests, browser signals, server-side token validation, and adaptive challenges. Attempting to bypass CAPTCHA on third-party websites can violate the terms of service or trigger account or IP blocks.
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.
Best Static Residential Proxies in 2026: Pricing & Benchmarks
We benchmarked the leading ISP proxy services against 1,800 URLs from major e-commerce domains, resulting in 28,800 requests.
Best LinkedIn Proxies in 2026: Automation & Scraping
We benchmarked different proxy types for LinkedIn scraping and account management. A proxy alone won’t keep a LinkedIn account safe. Success comes from slow, human-like actions, one high-quality residential or mobile proxy per account, and avoiding aggressive automation. The providers below are compared for general proxy capabilities and lawful, authorized use cases.
Speech Recognition: 12 Use Cases & Examples
Businesses generate large volumes of voice data from calls, meetings, and voice interfaces, but manually processing this data is slow and difficult to scale. Speech recognition (also called automatic speech recognition or speech-to-text) converts spoken language into text, enabling systems to analyze and automate voice-based workflows such as call transcription, voice assistants, and meeting summaries.
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