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Web Scraping Tools: Data-driven Benchmarking in 2025
Web scraping tools help businesses automatically collect large amounts of data from multiple web sources. Companies can either build their own scrapers using web scraping libraries or use one of these 3 types of off-the-shelf scrapers: However, there are numerous web scraping services available for each type of web scraper.
Human Generated Data Importance in '25: Barriers & Methods
Despite the rise of generative AI tools like ChatGPT and Gemini, human-generated data remains crucial for AI developers. Companies like OpenAI invest heavily in obtaining human-generated data to train their large language models (LLMs). Whether through data collection services or in-house efforts, AI developers require a steady stream of human-generated data.
7 Best Data Pipeline Tools With Key Capabilities in 2025
Businesses use a variety of data sources, including internal sources (e.g., CRM, ERP), external sources (e.g., social media platforms), and third-party web analytics services ( e.g., Google Analytics). Through the diversity of data sources, businesses use different technologies to capture data from their sources such as web scraping tools and browser fingerprinting technologies.
10 Useful BPM Trends Fueling the Future of BPM in 2025
Latest BPM statistics show that only 15% of firms were happy with the result of their process improvement efforts. Therefore, business leaders and BPM experts must closely watch the competitive landscape and market requirements before choosing a tool and engaging in the projects.
Synthetic Data vs Real Data: Benefits, Challenges in 2025
Synthetic data is widely used across various domains, including machine learning, deep learning, generative AI (GenAI), large language models, and data analytics. According to Gartner, by 2030, synthetic data use will outweigh real data in AI models.
Top 50 Content Writing Statistics in 2025
The content writing industry has grown in popularity over the years, and recent advancements in AI and LLMs have dramatically transformed the landscape. So, we have gathered 50 content marketing statistics about to make a data-driven presentation about the current state of the content writing industry as a whole.
Therapist Chatbots: Top Use Cases, Challenges & Best Practices
According to WHO, one in four people globally experience mental health issues like anxiety, depression, and other disorders. Report also pointed out that the treatment gap is widening, particularly in developing countries. For instance, there are only three psychiatrists per million people in India.
The Best Web Scraping APIs in 2025: 30+ APIs Analyzed
We benchmarked the leading web scraper API services with 12,500 requests across various domains, including eCommerce platforms like Amazon, Target and search engines. Each request was sent real-time and synchronously. See the top web scraping APIs and follow the links to learn more from the vendors: These APIs are for public data.
System Testing vs End-to-End Testing: What is the Difference?
System and end-to-end testing are key testing practices in the software development life cycle. However, differences between the two testing practices can sometimes confuse businesses and their quality assurance (QA) teams. We explain each software practice’s benefits, similarities, and differences. What is system testing? System testing verifies a fully integrated and finished piece of software.
Automated Background Screening in 2025
According to a set of surveys conducted with job applicants and hiring managers: Figure 1. Amount of misrepresentation during job applications. Source: Checkster To make better hiring decisions, employers should use digital technologies to check and verify background information provided by job applicants.