In today's fast-paced world, staying informed through reliable and high-quality news is important. However, with an overwhelming number of online publishers and platforms, accessing information from multiple sources can be time-consuming and challenging. To simplify this process, news aggregators have emerged as a solution. These platforms allow users to customize their news consumption by selecting preferred websites and receiving curated articles from those sources in one centralized location. This saves valuable time and effort but also streamlines information gathering in our daily routines. To develop an influential online news aggregator, web scraping for data structuring is crucial. Web scraping involves analyzing a website's HTML structure to extract the desired data. By understanding the underlying structure of web pages, developers can fetch relevant information such as article titles, summaries, authors, and publication dates. People often struggle to find valuable news sources amid the vast sea of information available online. News aggregators address this issue by providing personalized news feeds based on individual interests. Users serve as valuable resources for knowledge tailored to specific preferences. While news aggregators are widely recognized for their popularity and utility, there is still room for improvement in their role in software development. Enhancements could include refining algorithms for more accurate content curation. In addition, Users could include implementing better user interfaces for enhanced user experiences and exploring innovative features like sentiment analysis and topic clustering. By continually iterating and improving upon existing news aggregator platforms, developers can ensure users have access to timely, relevant, and trustworthy news conveniently and efficiently.