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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
Nov 3

Best Twitter (X) Scrapers: Benchmarked

Five web scraping APIs each received the same 1,000 X URLs, 500 profiles and 500 posts, for 5,000 requests in total. We recorded the success rate, completion time and number of parsed metadata fields of every response. See our benchmark methodology for more details. structured JSON, HTML only, not supported. When scraping X, you get…

Data
Open World Evaluation
Nov 3

Best Instagram Scrapers to Scrape Instagram Data

We tested seven web scraping APIs on 1,500 Instagram profiles, posts and reels, 9,500 requests in total, measuring success rate, completion time and the number of parsed metadata fields for each. See our benchmark methodology for more detail on testing process. Bright Data, Apify and Nimble returned JSON for all three Instagram page types, and…

Data
Benchmark
Nov 3

Best Social Media Scrapers: 37K Requests Tested

We sent 37,000 test requests to 7 scraping APIs across 6,500 Facebook, Instagram, LinkedIn, TikTok and X pages to find the most reliable social media scraper. Average metadata fields shows how many structured data fields a provider returns per successful page, such as follower count, post date or caption. JSON providers deliver these fields ready…

Data
Insight
Nov 3

Best Facebook Scrapers: Apify, Oxylabs & Decodo

We benchmarked seven web scraping APIs with 9,000 Facebook requests on 1,500 URLs: 500 profiles, 500 posts and 500 reels. For every request we measured success rate, completion time, and the number of parsed metadata fields returned. Bright Data returned JSON for every Facebook page type. Apify returned JSON for profiles and posts, SerpApi and…

Data
Benchmark
Nov 3

Best TikTok Scrapers: Scrape Video Data

A TikTok scraper collects public data from TikTok, including video metadata, profile details, engagement metrics, and comments, without using TikTok’s official API. We benchmarked six web scraping APIs with 6,000 TikTok requests, sending each provider the same 1,000 URLs: 500 profiles and 500 posts. For every request we measured success rate, completion time, and the…

Data
Benchmark
Nov 3

The Best LinkedIn Scrapers

We benchmarked four scraping APIs with 6,000 LinkedIn requests, sending each provider the same 1,500 URLs: 500 profiles, 500 company pages and 500 posts. For every request we measured success rate, completion time, and the number of parsed metadata fields returned. Read our methodology for details about the LinkedIn benchmark. Bright Data was the only…

Data
Benchmark
Nov 2

eBay Scraping: Top 7 Providers Compared

We benchmarked eBay across 5 web scraping providers, totaling 1,750 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
Benchmark
Nov 2

Top 6 Amazon Review Scrapers Compared

To compare how web data scraping providers handle Amazon review extraction, we tested 5 web scraping providers on the same set of Amazon product review URLs, totaling 2,500 requests across all providers. Read our benchmark methodology for more detail on our testing process. Amazon was the most accessible platform in our reviews scraping benchmark. The…

AI
Open World Evaluation
Nov 2

Top 12 AI Governance Tools Compared

To map the AI governance landscape, we checked 12 leading platforms for their coverage of 11 core capabilities, and highlighted what each tool does best. End-to-end: Cover both sides of governance, regulatory compliance on one side and technical model testing on the other. Compliance: Handle policy, risk, and audit, but leave the technical model testing…

Data
Benchmark
Nov 2

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…

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