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 TikTok Scraping Tools in 2026 (Python Guide)
In 2026, TikTok moved its U.S. operations to the TikTok USDS Joint Venture, managed by Oracle. This changed how the platform handles data and anti-bot measures. To understand how well different tools handle TikTok data, we tested the leading TikTok scrapers by running 500 unique TikTok videos per provider.
Benchmarked the 10 Best Datacenter Proxy Providers
We evaluated the top 5 datacenter proxy providers using 15,000 requests to assess speed, reliability, and cost across search, e-commerce, and social media sites.
10 Best Proxy Providers for 2026: Tested & Ranked
We tested over 500,000 requests across major servers to identify the best proxy providers. Whether you need enterprise residential IPs or a reliable SOCKS5 alternative to VIP72, here are our top picks based on speed and pricing: Note: These 6 providers are our top choice for immediate value. For detailed benchmarks and reviews of all providers, scroll down.
LinkedIn Datasets in 2026: Best Sources for Profile & Company Data
LinkedIn datasets can be categorized into profile data and company data: LinkedIn dataset features: Profile, company & Job posting data coverage It’s important to know the different types of LinkedIn data available when buying from a verified provider or seeking a specific company dataset.
Web Scraping Craigslist: Best Craigslist Scrapers
Craigslist organizes listings by city and category, with posts expiring frequently. The site restricts automated scraping, so an effective scraper must manage pagination, eliminate duplicates, and address anti-bot measures. Several scraping vendors began shipping MCP (Model Context Protocol) connectors, making it easier to run scraping tasks from AI agents.
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.
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