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 LinkedIn Proxies: 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. Bright Data offers…
LinkedIn Datasets: Profile & Company Data
LinkedIn datasets can be categorized into profile data and company data: It’s important to know the different types of LinkedIn data available when buying from a verified provider or seeking a specific company dataset. Common fields across all providers: The following fields are present in all three providers and were removed from the tables above…
IPv6 Proxy Providers: Pricing & Performance
An IPv6 proxy routes traffic through an IPv6 exit address, but IPv6 support does not mean the same thing across proxy providers. A vendor may support IPv6 on its residential network, expose both IPv4 and IPv6 through a mixed pool, or allow users to request IPv6 addresses. This benchmark measures residential proxy performance. Use it…
Best TikTok Proxies 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. **: Based…
The Best Twitter Proxies
We evaluated the top proxy service providers using 30 million requests in our enterprise proxy benchmark. We also used proxies for X.com (formerly Twitter) to assess their performance across various use cases and scales. The minimum cost of a residential proxy plan. When looking for a provider, focus on those offering verified proxy pools. This…
Best Free SOCKS5 Proxy Servers & Lists
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…
Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini
We benchmarked how the top LLM scraper providers, including Bright Data, Oxylabs, and Apify, perform at extracting outputs from LLM platforms such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider, repeating each prompt 10 times for consistency. The top-performing provider is detailed below. Providers missing…
Best Instagram Scrapers to Scrape Instagram Data
Instagram remains one of the most aggressive platforms for blocking automated scraping due to advanced anti-bot measures like TLS fingerprinting and IP reputation checks. Whether you need a high-performance scraper API or a custom Python script, this guide evaluates the top tools, including Apify Instagram Scraper and Bright Data Instagram Scraper. The vendors with links…
Telegram Proxy Setting: Free Links & Step-by-Step
Telegram supports two proxy types in its apps: SOCKS5 and MTProto. SOCKS5 uses a server and port, with username and password optional. MTProto uses a server, port, and a required secret. Telegram also supports proxy links that can open and prefill these settings for you. We tested the free tiers of three SOCKS5 Telegram proxies…
NetNut Takedown: What Buyers Need to Know
On July 2, 2026, the FBI seized hundreds of domains associated with NetNut, a residential proxy network run by Nasdaq-listed Alarum Technologies (ALAR). Researchers and Google allege that at least part of NetNut’s exit-node pool overlapped with Popa, a residential-proxy botnet estimated by Google to have at least 2 million devices. Alarum disputes the allegations…
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