How to Use Abstract Recommender
Get AI-powered recommendations to improve your abstract
Step-by-Step Guide
Upload Your Manuscript
Upload a PDF or Word (.docx) file of your research paper or manuscript (up to 20 MB). The tool reads the content and uses it to generate an optimized abstract and relevant keywords.
Start the Analysis
Click Upload & Run. The tool first generates an optimized abstract distilled from your manuscript, then extracts the most relevant keywords for indexing and submission.
Review the Generated Abstract
Read the AI-generated abstract in the results panel. It covers the key background, objectives, methods, results, and conclusions of your paper. Use the Copy button to paste it into your manuscript.
Review Generated Keywords
Explore the extracted keywords displayed as numbered tags. These are ready to include in your journal submission to improve discoverability and indexing.
Iterate and Refine
Upload revised versions of your manuscript to see how the abstract and keywords evolve as your work develops.
Tips & Best Practices
- Upload the complete manuscript rather than just the abstract for best results
- Ensure your paper has a clear structure (introduction, methods, results, conclusion)
- Use the generated keywords when submitting to journals or databases to improve discoverability
- Check that the generated abstract accurately reflects your core contribution before using it
- Aim for 150–300 words when adapting the generated abstract for most journals