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
LinkedIn Datasets in 2026: Best Sources for Profile & Company Data
LinkedIn datasets can be categorized into profile data and company data: LinkedIn company data: Basic company information, detailed employee profiles, active job postings, emerging hiring trends, and engagement metrics. LinkedIn profile data: Public profile information, employment history, educational backgrounds, professional certifications, connection networks, and user profile activity. LinkedIn dataset features: Profile, company & Job posting…
Top 8 Network Segmentation Tools
Traditional network segmentation approaches usually depend on the manual setup and oversight of firewall regulations. To overcome these obstacles, organizations may also embrace more sophisticated segmentation strategies by using microsegmentation tools and the Zero Trust framework. We analyzed network segmentation platforms based on features, deployment flexibility, and verified user reviews. The tools below represent the…
Best Video Proxies for Video & Image Extraction
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. Compare the video proxy services based on their response time and success rate: Video proxy benchmark results Response time…
Oxylabs vs Bright Data: Pricing & Benchmark Comparison
Oxylabs and Bright Data are two of the largest proxy providers used for large-scale web scraping and automation. To better understand how these providers perform, we conducted benchmark tests comparing success rates and response times across three proxy types: Bright Data performs better in unblocker success rates and response speed Oxylabs performs significantly better in…
Best Indeed Dataset Providers: Official APIs vs Third-Party Vendors
For getting Indeed data, the market breaks down into three options: do-it-yourself scraping infrastructure, more flexible infrastructure, or managed third-party datasets. Each option comes with different tradeoffs around speed, coverage, reliability, maintenance, and control. Compare Indeed dataset services by pricing structure: ProviderDataset typeStarting price (mo)Free trial Bright DataJob listings Company info$250 for 100k records ($2.5…
Oxylabs vs Decodo: Performance Benchmarks & Pricing
Based on our benchmarks, Oxylabs may be better suited for large-scale search engine scraping, while Decodo offers comparable performance across residential and mobile proxy use cases. Both providers deliver high-performance proxy infrastructure, with Oxylabs performing better for search engine scraping while Decodo remains competitive across proxy-based workloads. Performance evaluation: Oxylabs vs Decodo To evaluate the…
Top 5 IPRoyal Alternatives in 2026
IPRoyal is one of the budget-friendly proxy providers for small to midsize businesses. Despite its appeal to budget-conscious consumers, every product has room for improvement, including IPRoyal. Some users have cited certain limitations in their services, fueling the search for alternative proxy service providers capable of addressing these concerns and offering a more comprehensive solution.…
Top 15 Real-World Proxy Use Cases in 2026
What do people actually use proxies for? In practice, proxies sit between you and the web, swapping your IP so you can collect data, see location-specific results, and access geo-restricted content. However, not every proxy type is suitable for every job. 1. Feeding the generative AI pipeline The most significant trend in 2026 is the…
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