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
The Best Managed Data Services
Managed data collection services provide a fast alternative to building and maintaining a data infrastructure, and allow businesses to focus on their core activities. Which functions would you like to outsource? All services claim to be compatible with GDPR and CCPA and offer self-service options. Learn more about these providers. Bright Data’s Managed Data Acquisition…
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…
Best Search Engine Proxies: Benchmark
Search engines are among the toughest targets our team scrapes at AIMultiple. Google, Bing, and Yandex flag and throttle automated queries within a handful of requests from the same address, so a proxy that sails through an ordinary website can still stall on a results page. We benchmarked top providers through residential IPs to all…
We Benchmarked the Best Web Scraping APIs
We benchmarked the best web scraping APIs using 12,500 requests across 3,000+ real-world URLs in e-commerce, search engines (SERP), and social media. The table below ranks leading web scraping APIs by site coverage, request success rate, metadata richness, and average latency. Select a vendor to view detailed domain-level performance: The two charts below plot median…
How to Use SOCKS5 Proxy: Mac, Windows & Mobile
Entering a host and port for SOCKS5 in Windows or iPhone settings can cause loss of internet access. The operating system does not know the endpoint uses SOCKS5. A SOCKS server needs a SOCKS request. An HTTP proxy needs an HTTP request or a CONNECT tunnel. Sending the wrong request type will fail. Some platforms…
Proxy Cost Calculator: Discounts & Prices
Residential proxies typically range from $3 to $15 per GB, while datacenter proxies start at approximately $0.50 per IP. We evaluated providers with volumes from 10GB to 10TB. Below is the average proxy pricing by type: Lines higher up represent cheaper prices (more data per $1). Decodo offers the lowest cost across all residential volume…
No-Code Financial Data Scraping: Tools & Compliance Tips
While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility for real-time or niche data needs. Financial data scraping has become a common approach to collecting such information, typically using technologies such as web scrapers, headless browsers, and open-source crawlers, which can be paired with proxy/unblocking services when…
How to Bypass an IP Ban: 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…
We Tested the Best SOCKS5 Proxies
SOCKS5 providers differ in which proxy types carry it, which ports they allow, and whether UDP works. We benchmarked the top SOCKS5 provider against Amazon, Bing, eBay, and YouTube on residential IPs. A request is successful if the page loads fully. A 200 server response does not count. The full methodology is below. * Residential…
We Benchmarked the Best Datacenter Proxy Providers
We evaluated top datacenter proxy providers with 15,000 requests to assess speed, reliability, and cost across search, e-commerce, and social media sites. Review the performance of leading datacenter proxies by success rate and response time. Results update every 15 minutes for major sites. More info in the methodology. The table includes both shared datacenter proxies…
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