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Nazlı Şipi

Nazlı Şipi

AI Researcher
37 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
Open World Evaluation
Sep 10

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 scraper API for Home Depot, Apify provides a general e-commerce actor, and SerpApi also…

Data
Open World Evaluation
Sep 10

eBay Scraping: Top 6 Providers Compared

We benchmarked eBay across 4 web scraping providers, totaling 1,400 requests over search and product pages of 7 eBay country sites, measuring both success rate and end-to-end completion time. You can read more about our benchmark methodology. Bright Data, Apify and SerpApi were the three providers that returned parsed JSON. Field counts came to 59…

Data
Open World Evaluation
Sep 7

Top Firecrawl Alternatives: Features & Pricing

Firecrawl is an AI-native web scraping and crawling API that converts dynamic web pages into LLM-ready Markdown and structured data. We compared its alternatives across benchmarks and features. We left out JavaScript rendering, search endpoints, structured JSON output and MCP server support. Nearly every product here offers all four, so they no longer separate one…

AI
Insight
Sep 2

LLM Observability Tools: Weights & Biases, Langsmith

LLM applications have expanded from single-turn chats into multi-step agents that use tools, query databases, and coordinate with other models, making their behavior harder to interpret. LLM observability provides continuous visibility into these complex workflows, helping organizations monitor quality, detect failures, troubleshoot issues, and manage performance and costs. W&B Weave is Weights & Biases‘ LLM…

Data
Open World Evaluation
Aug 27

Web Archive APIs: 4 Top Providers Tested & Compared

A web archive holds pages that were collected before you asked for them, so you can pull them without crawling the sites yourself. What each provider stores, and how much of it they will hand over, varies a lot. We tested 4 of them with sample queries to see how they work and what they…

Data
Benchmark
Aug 21

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
Jul 2

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.…