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Web Data Scraping

Web data scraping refers to the methodologies, and tools for programmatically extracting structured data from websites, such as DOM parsing, API interaction, and headless browser automation.

Explore Web Data Scraping

Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini

Scraping Tools
Benchmark
Aug 21

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…

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Social Media Scraping
Open World Evaluation
Aug 21

Best Instagram Scrapers to Scrape Instagram Data

Instagram remains one of the most aggressive platforms for blocking automated scraping due to advanced anti-bot measures like TLS fingerprinting and IP reputation checks. Whether you need a high-performance scraper API or a custom Python script, this guide evaluates the top tools, including Apify Instagram Scraper and Bright Data Instagram Scraper. The vendors with links…

Scraping Tools
Feature Comparison
Aug 19

Best ScrapeBox Alternatives

ScrapeBox is a Windows and macOS desktop application used for SEO tasks such as search engine scraping, keyword harvesting, link building, comment posting, and backlink checking. However, it is a desktop GUI tool, not an API, and the cost is higher once premium plugins, proxies, and a CAPTCHA service are added. So alternatives are grouped…

Scraping Tools
Benchmark
Aug 19

We Benchmarked the Best Web Scraping APIs

We benchmarked the best web scraping APIs using 12,500 requests across 3,000+ real-world URLs in e-commerce, search engines (SERP), and social media. The table below ranks leading web scraping APIs by site coverage, request success rate, metadata richness, and average latency. Select a vendor to view detailed domain-level performance: The two charts below plot median…

Scraping Use CasesAug 17

No-Code Financial Data Scraping: Tools & Compliance Tips

While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility for real-time or niche data needs. Financial data scraping has become a common approach to collecting such information, typically using technologies such as web scrapers, headless browsers, and open-source crawlers, which can be paired with proxy/unblocking services when…

E-commerce Scraping
Benchmark
Aug 17

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…

Social Media Scraping
Benchmark
Aug 17

Best Twitter (X) Scrapers: Benchmarked

We benchmarked the top Twitter (X) scrapers across 1000 URLs, for a total of 5000 requests. To help you choose the right tool for your Twitter scraping projects, we have categorized the top performers below. Since all providers reached 100% success rate, we compared their completion time. See our benchmark methodology for more details. When…

Social Media Scraping
Benchmark
Aug 14

Best TikTok Scrapers: Scrape Video & Profile 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 tested Bright Data, Apify, and Decodo by running 500 unique TikTok video URLs per provider. We measured two dimensions: validation success rate and the breadth of available metadata fields. See our methodology…

Scraping Tools
Benchmark
Aug 14

5 Best Scraping Browsers

Scraping browsers handle the unblocking infrastructure, enabling users to interact with websites programmatically and extract data easily. We benchmarked the top scraping browsers on sites with login walls, infinite scroll, and strict anti-bot rules. We updated this guide to include the latest anti-bot evasion techniques (TLS 1.3 fingerprinting) and updated pricing models for Bright Data…

Web Datasets
Open World Evaluation
Aug 14

Top 5 Social Media Datasets

We compared five leading social media data providers, focusing on the types of social data they offer and the platforms they include. For clarity, these providers fall into two groups: These vendors deliver raw or enriched content (Posts, Comments, Engagement). These vendors focus on public profile information and professional history. Bright Data is a leading…

Web Datasets
Open World Evaluation
Aug 14

Best Indeed Dataset Providers

For getting Indeed data, the market breaks down into three options: do-it-yourself scraping infrastructure, more flexible infrastructure, or managed third-party datasets. Each option comes with different tradeoffs around speed, coverage, reliability, maintenance, and control. Compare Indeed dataset services by pricing structure: Bright Data offers Indeed job listings and company info datasets with detailed fields, including…