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Gulbahar Karatas

Gulbahar Karatas

Industry Analyst
83 Articles
Stay up-to-date on B2B Tech

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

Data
Open World Evaluation
Aug 13

Static Proxies: What They Are & the Best Providers

Static proxies use an IP address that remains the same rather than changing with each request or session. In practice, the term usually refers to datacenter proxies and ISP proxies (static residential proxies), because both are designed for long-lived identity and stable sessions. A static proxy is a proxy server that assigns you a single…

Data
Insight
Aug 13

Top Spotify Proxy Servers & Proxy Settings

Spotify’s proxy controls are available in the desktop app. The desktop client supports HTTP, SOCKS4, and SOCKS5 proxies, plus an autodetect option that inherits your operating system’s proxy settings and a no-proxy default. There is no in-app proxy field on iOS or Android; mobile routing is handled at the OS or VPN level, which is…

Data
Open World Evaluation
Aug 13

Best Video Proxies: Benchmark Results

High latency, bandwidth bottlenecks, and aggressive IP blocking make video data extraction one of the most challenging tasks. A standard proxy setup often can’t keep up with the advanced anti-bot measures used to protect streaming content. If you want to watch a blocked or geo-restricted video, use a free web proxy tool rather than a…

Data
Benchmark
Aug 13

Best US Proxies: American Proxy Servers

Finding a reliable US residential proxy is critical for navigating high-traffic sites like Amazon, eBay, and Walmart. We tested and ranked the top US proxy services across 100+ unique URLs every 15 minutes to measure real-world success rates and speed. Based on our benchmark, here is which provider to choose for your specific objective: See…

Data
Open World Evaluation
Aug 13

Unlimited Residential & Datacenter Bandwidth

Most providers advertise unlimited proxies, but almost none are truly unlimited. In practice, unlimited means governed by a fair-use policy (FUP): you can send traffic without a stated cap until you hit a hidden GB or concurrency threshold. Quick take by policy type: Compare the bandwidth policies behind unlimited claims across residential, ISP, datacenter, and…

Data
Open World Evaluation
Aug 13

Best YouTube Datasets: Bright Data & Oxylabs

YouTube has become a primary source for training advanced multimodal AI and large language models (LLMs). However, obtaining YouTube data at scale remains difficult due to anti-bot measures and bandwidth requirements. This review examines key companies in the YouTube data sector: Bright Data, Oxylabs, Decodo, and Grepsr. Each targets a specific market segment, ranging from…

Data
Benchmark
Aug 13

Best Enterprise Proxy Servers

We tested the best enterprise proxy service providers with 30 million requests, across 100,000 parallel requests, to identify the most reliable options for large-scale operations. See the top performance leaders based on our benchmark. Detailed reviews for all providers are included below. All benchmarked providers delivered a high success rate (at least ~80%) and fast…

Data
Open World Evaluation
Aug 13

We Compared the Best Web Scraping Tools

We cover 13+ of the top web scraping tools, split into two categories: We tested leading web scraping APIs across thousands of URLs. Use the table below to compare their site coverage, request success rate, metadata richness, and average latency: These are managed “send a URL, get data back” services. You don’t manage proxies, rotate…

Data
Open World Evaluation
Aug 13

The Best E-Commerce Dataset Providers

Paid dataset providers offer up-to-date, large-scale e-commerce data with defined coverage and regular updates, supporting applications like competitor price and stock-level tracking. In contrast, free e-commerce datasets are usually static and outdated, limiting their value for real-time decision-making, including dynamic repricing. Bright Data is one of the largest providers by publicly stated dataset volume. It…

Data
Open World Evaluation
Aug 13

Best Dedicated Proxies

When you buy dedicated proxy services, you get exclusive access to a private dedicated IP that isn’t shared with other users. Unlike shared proxies, dedicated proxy servers offer more stability and higher success rates. In this guide, we compare the best dedicated proxies across residential, ISP, and datacenter categories to help you find the most…

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