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
How to Scrape YouTube Video Data with Python
This guide explains how to extract metadata from YouTube video pages programmatically using Python. We’ll walk through the core scraping logic, handling of embedded JavaScript, and proxy-based strategies to improve reliability: This technique does not use the official YouTube API, relying instead on publicly accessible HTML and JSON structures.
Best YouTube Scrapers: Free & Paid Tools
YouTube is a dynamic platform, and maintaining a scraper that adapts to frequent site changes is essential for reliable data extraction.
The 6 Best ISP Proxies to Use
We benchmarked the leading ISP proxy services, analyzing 8 batches of requests made to 1,800 URLs from major e-commerce domains, leading to 28,800 requests.
10 Best Datacenter Proxy Providers ( Benchmark & Pricing Guide)
Datacenter proxy is an IP address hosted on a data center server that directs traffic between your device and target websites. We benchmarked the top datacenter proxy providers across 15,000 requests, comparing their servers for speed, reliability, and affordability.
Tested: 7 Best Mobile Proxy Providers
We evaluated top mobile proxy providers using 18,000 requests, analyzing their success rates, speeds, rotation capabilities, sticky sessions, targeting options (country, state, carrier, and GPS), and support. Explanations for each choice are provided through the links. All vendors listed below were benchmarked under identical conditions, including the same test URLs, rotation intervals, and network types (4G and 5G).
Best LinkedIn Scrapers: Benchmarks + Python Guide
We benchmarked the best LinkedIn scraper tools using 9,000 requests across posts, profiles, and job listings. This guide covers two main areas: This guide will help you whether you’re choosing a scraper for your team or developing your own LinkedIn scraper in Python.
10 Best SERP Scraper APIs & Google SERP API Alternatives
We benchmarked the best SERP scraper APIs using 18,000 requests across 3 leading search engines: Google, Bing, and Yandex. Each SERP API was tested for speed, accuracy, and reliability. Follow the links below to learn why these solutions are the top SERP APIs.
5 Best Facebook Scrapers + Facebook Scraping with Python
Using Python and a managed scraper API for Facebook scraping allows you to collect public posts, comments, likes, and shares. This tutorial demonstrates how to scrape Facebook posts based on keywords and retrieve their URLs using a Google search.
Instagram Scraper: Apify vs Python vs Bright Data
Instagram scraping can be achieved through: Top 5 Instagram scraper API providers The vendors with links are AIMultiple’s sponsors. What is the price of Instagram scraper APIs? Instagram scraper API – performance overview We used Instagram URL destinations for posts and profiles in our tests using dedicated Instagram scraping APIs.
Top 6 ScrapeBox Alternatives
ScrapeBox is a widely used tool among SEO specialists, offering a variety of features and add-ons. However, the tool faces issues related to slow and poor performance, particularly with its SERP scraper. Without high-quality proxies, users often get blocked by Google, necessitating the purchase of premium proxies for effective data scraping.
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