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
Best Glassdoor Datasets in 2026
Glassdoor datasets offer useful insights into job listings, employer reviews, and salaries, but they are not the exclusive source of labor-market or employer-brand data. We review the four top providers of Glassdoor datasets: Bright Data, Coresignal, Oxylabs, and Actowiz. Our evaluation covers each provider’s dataset structure, extraction techniques, update schedules, delivery options, and pricing models.…
Best Indian Proxies: Benchmark-Based Ranking
We benchmarked leading India proxy server providers using the same target schedule and URL pool. Each provider sent one request to the same URL every 10 minutes across major Indian platforms, including Flipkart, Amazon India, and IndiaMART. The ranking below is based on the benchmark charts. Success rate was weighted more heavily than average response…
Best Free SOCKS5 Proxy Servers & Lists in 2026
Drawing from my experience with free SOCKS5 proxies on social media platforms, I have identified the top free proxy providers. Follow the links to explore the reasoning behind these selections. Before choosing a provider from the list above, it is essential to understand the difference between the two main categories: Bright Data offers a free…
How to Bypass an IP Ban in 2026: Methods Compared
An IP ban blocks requests from your IP address, so the fix is to access the site from a different IP address or remove the cause. Changing your IP is not illegal in itself, but bypassing a ban can breach a site’s terms of service, so confirm your use case is legitimate first. Residential proxies…
Mac Proxy Settings: How to Set Up, Disable & Fix
Mac proxy settings control how your device routes traffic through an intermediary server. Learn how to configure a proxy in macOS, how to turn it off, and how to confirm one is active. Steps apply to macOS 26 (Tahoe) and macOS 15 (Sequoia). On macOS 12 (Monterey) and earlier, the menu is named System Preferences…
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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