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 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.
Best Mobile Proxies of 2026: Tested & Ranked
We tested the top mobile proxies using 18,000 requests, analyzing their success rates, speeds, rotation capabilities, sticky sessions, and targeting options (country, state, carrier, and GPS). Best mobile proxy pricing & free trials Mobile proxy benchmark results Compare leading mobile proxy providers on real mobile endpoints.
IPv6 Proxy Providers Compared by Pricing & Performance
The term IPv6 proxy does not describe a single product type. Vendors may provide IPv6 support for residential, datacenter, ISP proxies, or combinations. For example, some proxy vendors support IPv6-only residential routing but do not offer IPv6 for datacenter or ISP proxies.
Best TikTok Proxies in 2026: Tested & Ranked for Automation
Managing multiple accounts or performing high-volume scraping on TikTok requires more than basic IP masking. Using flagged datacenter IPs often results in restricted reach or “zero-view” uploads, making residential and mobile IPs a technical necessity. Review the best TikTok proxies based on their ability to bypass detection for account management and data collection.
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