competitive-check

To check for competing research papers, generate structured search queries for Semantic Scholar, arXiv, and Google Scholar, then paste the results back to assess overlap and classify the threat level to your claimed contributions.

A competitive landscape analysis assesses existing literature overlap by generating platform-specific queries and organizing competitive alerts, providing guidance on differentiation to protect your project's novelty.

You can write search queries for arXiv and Semantic Scholar by providing your contribution statement and differentiators, which generates 3-5 targeted queries per platform with rationale to find closely related works.

You can perform a novelty check at project initiation, mid-project, or pre-submission, using either standalone input or feeding results from a prior novelty assessment into the competitive landscape analysis.

To assess overlap with closest works, you need to provide your contribution statement and 2-3 key differentiators, which allows the system to classify threat levels and recommend differentiation actions.

To get differentiation recommendations after finding similar papers on Google Scholar, paste the search results back into the tool to analyze the overlap and generate recommended actions for distinguishing your work.