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, including theoretical motivation, literature positioning, research design, findings, and constraints. 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. Open it at researchcanvas.matthewgrim.es. 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.