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Nazlı Şipi

Nazlı Şipi

AI Researcher
41 Articles
Stay up-to-date on B2B Tech
Nazlı is a data analyst at AIMultiple. She has prior experience in data analysis across various industries, where she worked on transforming complex datasets into actionable insights.

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

Data
Benchmark
Oct 22

Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini

We benchmarked how the top LLM scraper providers, including Bright Data, Oxylabs, and Apify, perform at extracting outputs from LLM platforms such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider, repeating each prompt 10 times for consistency. The top-performing provider is detailed below. Providers missing…

Data
Benchmark
Oct 22

Top 7 Video Scrapers: Tested & Ranked

We tested the top 7 video scraping providers to see how they handle video metadata on the top video platform, totaling 6,000 requests, and measured their success rate, response time, and metadata fields. To see how we calculated these metrics, read video scraping benchmark methodology. Different providers return different amounts of metadata for the same…

Data
Open World Evaluation
Oct 22

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…

Data
Benchmark
Oct 22

Top 5 Home Depot Scrapers Benchmarked & Compared

We benchmarked five web data providers on Home Depot, each fetching the same 50 product and search pages at 5 concurrent requests, for a total of 250 requests. You can read more about our benchmark methodology. Bright Data offers a dedicated Home Depot scraper API, Apify provides a general e-commerce actor, and SerpApi offers a…

Data
Benchmark
Oct 22

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…

Data
Benchmark
Oct 22

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…

Data
Benchmark
Oct 22

Top 6 Apple App Store Scrapers: Bright Data, SerpAPI & Zyte

We benchmarked 6 web scraping providers against 1,000 Apple App Store pages, for a total of 6,000 requests, and measured success rate, completion time, and the number of metadata fields each provider returned. Since all providers achieved 100% success rates, we focused our comparison on the number of metadata fields returned and end-to-end response times.…

Data
Benchmark
Oct 22

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…

Data
Insight
Oct 22

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,…

Data
Benchmark
Oct 22

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…

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