Researchers use ScholarGraph to conduct systematic literature reviews by discovering relevant papers, extracting key insights, and mapping knowledge relationships. This accelerates the review process and helps identify foundational works and emerging trends in their field.

In pharmaceutical research, ScholarGraph analyzes scientific papers to track drug development progress, identify related studies, and visualize connections between compounds and diseases. This supports decision-making in drug discovery and clinical trials.

Tech companies utilize ScholarGraph to monitor academic publications for emerging technologies, such as AI or quantum computing, by tracking research trends and identifying gaps. This informs innovation strategies and competitive intelligence.

Grant writers and researchers employ ScholarGraph to map existing literature, identify research gaps, and build evidence-based proposals. This enhances the quality of applications by demonstrating a thorough understanding of the scholarly landscape.

Offer tiered subscription plans for individual researchers, academic institutions, and corporations, providing access to advanced features like automated progress tracking and premium API integrations. Revenue is generated through monthly or annual fees.

Sell customized licenses to large organizations, such as pharmaceutical firms or universities, for on-premise deployment or enhanced support. This includes tailored integrations, training, and dedicated customer service.

Provide a free basic version with limited features, such as basic literature search, and charge for premium add-ons like in-depth PDF analysis, advanced knowledge graphs, or priority API access. This attracts users and upsells advanced capabilities.