Tools · 2025
Research Canvas
Structured manuscript feedback, before the reviewers see it.
- Released
- August 2025
- Evaluation areas
- 8
- Status
- Free to use
An AI-powered management research feedback tool that gives scholars structured, developmental feedback on working manuscripts across eight evaluation areas — theoretical motivation, literature positioning, research design, findings, constraints, and more. It does not predict whether a paper will pass peer review; it flags the issues worth fixing before formal review begins.
Built on the research canvas published by AMJ editors, overlaid with a structured reviewing schema. Upload a manuscript and receive topline strengths and weaknesses plus a detailed analysis of issues. Thousands of researchers have used it since launch in August 2025.