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
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, totaling 2,000 requests across all providers.
Bright Data Proxies: Features and Pricing
Bright Data expanded its platform beyond traditional proxy infrastructure. The company introduced Web MCP (Model Context Protocol) tools designed for AI agents and automated systems, enabling programmatic web browsing, scraping, and search capabilities optimized for LLM-based workflows.
ChatGPT Web Scraping: Tutorial & Applications
ChatGPT is an easy way to bring AI to web scraping, saving developers from manual parsing work that requires constant updates. Using LLMs is becoming one of the best web scraping practices.
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.
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.
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.
Speech Recognition: 12 Use Cases & Examples
Businesses generate large volumes of voice data from calls, meetings, and voice interfaces, but manually processing this data is slow and difficult to scale. Speech recognition (also called automatic speech recognition or speech-to-text) converts spoken language into text, enabling systems to analyze and automate voice-based workflows such as call transcription, voice assistants, and meeting summaries.
Top 5 Web Scraping Use Cases in the Food Industry
A food product’s descriptive qualities and components.
The Best Managed Data Services in 2026
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? Top managed web data collection providers All services claim to be compatible with GDPR and CCPA and offer self-service options.
What Are Shared Proxies? Cheap & Fast Providers
Shared proxies are IP addresses used by multiple customers. Because the cost is split, shared proxies are usually the lowest-cost way to get many IPs quickly, but performance and reliability vary more than with dedicated proxies. Finding cheap options that offer fast speeds for bulk scraping can be tricky.
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