The workflow starts with the material the user already has
Users should not need a perfect proposal before starting. A strong CV, SOP, early research statement, draft proposal, paper abstract, or project summary can all contain useful matching signals.
The important part is specificity. A statement that names the problem, field, methods, and target context will usually produce better matches than a generic sentence like “I am interested in AI”.
- CV: useful for skills, education, prior projects, and research background.
- SOP: useful for motivation, topic direction, and future goals.
- Proposal or paper: useful for methods, domain language, and technical keywords.
- Pasted statement: useful when the user wants quick matching without a file upload.