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
Top 5 Indeed Web Scrapers
Indeed offers APIs primarily for job posting and applicant tracking; however, obtaining large-scale job data often requires a robust Indeed web scraping service. Many companies use Indeed job scrapers to collect job titles, salary data, company information, and job descriptions from public listings.
6 Best Lead Scraping Tools: Pricing & Performance Review
When choosing a lead scraper, think about how much data you need and whether the tool fits your budget and technical skills. You can find specialized social media bots, cloud platforms, and affordable desktop apps for local data extraction.
Benchmarked the Top 5 Web Walmart Scrapers
We benchmarked the top Walmart scraper APIs to understand how they perform under real scraping workloads. Our test included 200 Walmart URLs from both product and search pages, with two request batches per URL, for a total of 2,000 requests across all providers.
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 LinkedIn Scrapers: Bright Data, Apify & PhantomBuster
We benchmarked the best LinkedIn scraper tools using 9,000 requests across posts, profiles, and job listings. This guide covers two main areas: Apify vs.
Best Instagram Proxies for 2026: Residential & Mobile IPs Ranked
Instagram restricts and flags accounts that automate access to or scrape Instagram data at scale. Managing multiple Instagram accounts or running Instagram automation safely often requires a reliable Instagram proxy.
Decodo Review: How It Performed in Our Tests
We examined Decodo in our benchmark suite across proxy servers and scraping categories. Our data suggest that Decodo is strongest in residential proxies, where it stands out for pricing efficiency, and it remains highly competitive in mobile proxies.
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. The best network segmentation tools Tufin Tufin is a cloud-hosted network security platform specializing in managing network security policies.
Benchmarked the 6 Best Web Scraping APIs
We benchmarked the best web scraper API services using 12,500 requests across various domains. This web crawling services comparison goes beyond marketing claims to reveal real-time performance in e-commerce (Amazon, Target), search engines (SERP), and social media. If you are looking for the fastest latency or an affordable scraping API, our data-driven analysis below will guide your choice.
The Best SOC (Security Operations Center) Tools
SOC teams play a significant role in countering cybersecurity threats and promptly addressing security incidents. A Security Operations Center (SOC) team uses a range of security tools, methodologies, and protocols to identify and prevent security incidents. Top 7 Security Operations Center tools SOC efficiency depends on visibility across all endpoints.
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