Nazlı Şipi
She is also part of the benchmark team, focusing on web data scraping, large language models (LLMs), AI agents, and agentic frameworks.
Nazlı holds a Master’s degree in Business Analytics from the University of Denver.
Latest Articles from Nazlı
Top 7 Best Real Estate Scrapers: Bright Data, Apify & Oxylabs
We benchmarked five web scraping providers across five major real estate domains, running 1,500 property listing URLs through each provider for a total of 7,500 requests. See the methodology section for more details on the testing process. Apify does not offer dedicated actors for Realtor, Rightmove, and Realestate.au, so these domains were excluded from Apify’s…
Best Glassdoor Scrapers: Bright Data, Oxylabs & Decodo
To compare how well different tools handle Glassdoor‘s CAPTCHAs, login overlays, and frequent layout changes, we tested 5 leading web data scrapers across 2,500 requests and tracked each provider’s success rate, completion time, and metadata coverage. You can read our benchmark methodology for more details on our testing process. Bright Data was the only provider…
Review Scraping Benchmark: Bright Data, Oxylabs & Decodo
We tested 5 web scraping providers across 5 major review platforms and 6 providers across 2 app stores, for a total of 24,500 requests, and measured success rate, completion time, and metadata fields. You can read benchmark methodology section for more details on the testing process. We also benchmarked the Google Play Store and the…
Top 6 Food Delivery Scrapers: Benchmark & Use Cases
We benchmarked 6 web scraping providers to see how they handle food delivery data scraping, sending 12,000 requests in total across the top 4 food delivery platforms, and measured success rate, completion time, and metadata coverage. See the benchmark methodology section for more details on the testing process. Different platforms expose different layers of data,…
5 Best Google Maps Scraper APIs: Tested & Ranked
To find the best Google Maps scraper, we benchmarked five web scraping providers, Apify, SerpApi, Oxylabs, Zyte and Nimble, by requesting the same 1,000 businesses from each. The businesses span 10 categories across 10 US cities, for 5,000 requests in total. Since all providers exceeded 90% success, we compared completion time: Only SerpApi and Apify…
Web Scraping Craigslist: Best Craigslist Scrapers
Craigslist’s page structure has stayed largely unchanged for years, simple, mostly static HTML with minimal JavaScript and few anti-bot defenses. To see how well scrapers handle that simplicity, we ran 500 Craigslist job postings through 5 providers, totaling 2,500 requests, and measured each one’s success rate and completion time. Since all five providers reached %100…
Web Crawler Benchmark to Feed Websites to AI
We benchmarked four crawl APIs across three domains of varying difficulty at three max depth levels (5, 10, 20) with a 1,000-page limit, measuring crawl coverage, execution time, link discovery, markdown link quality, and title extraction accuracy. If you aim to: You can read our benchmark methodology. Firecrawl consistently crawled around 100 pages on theregister.com…
Top 10+ Managed File Transfer Software Tested: See the Best One
We tested Files.com, Thru, Cerberus FTP Server, Serv-U MFT Server, Diplomat MFT, and bTrade TDXchange hands-on, working through setup, file transfer workflows, security configuration, automation, and administration. See the MFT benchmark methodology for our scoring criteria and how each score was calculated. * Providers with “-” have not provided us access yet. Feature coverage data…
7 Best Amazon Scrapers Ranked by Performance
Amazon’s anti-scraping technology keeps getting harder to bypass. To find out which tools actually hold up, we benchmarked the leading 5 Amazon scraper APIs over 2,750 requests across 11 Amazon domains, scoring every provider on success rate and end-to-end completion time. Read Amazon scraping benchmark methodology for more details about our testing process. You can…
Mobile AI Agents Tested Across 65 Real-World Tasks
We spent 3 days benchmarking four mobile AI agents (DroidRun, Mobile-Agent, AutoDroid, and AppAgent) across 65 real-world tasks using an Android emulator with applications such as calendar management, contact creation, photo capture, audio recording, and file operations. See benchmark results including real-world performance comparison, costs and execution times: Highest success rate (43%) with high cost…
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