Sharpen Your
Papers and Abstracts
Refine research papers and grant proposals with keyword density analysis, readability control, and parts-of-speech tagging. Your unpublished work stays 100% confidential with client-side processing—no data ever leaves your device.
From Rough Drafts to Publication‑Ready
Stop second‑guessing abstracts and paper structure. Get objective, measurable feedback instantly.
Common Research Roadblocks
- Abstract too dense: Reviewers struggle with overly technical or convoluted sentences
- Keyword imbalance: Unsure if terminology coverage matches field norms
- Privacy concerns: Hesitant to paste unpublished work into online tools
- No objective metrics: Guessing at clarity and structure with no measurable feedback
Precise, Objective Analysis
- Readability targets: Seven scores help you match journal standards (Gunning Fog 12-16 for most peer‑reviewed venues)
- Keyword density tracking: Export CSV of term frequencies for methods sections or supplementary materials
- Complete confidentiality: All analysis runs locally—your unpublished work never leaves your browser
- Reproducible metrics: Quantifiable statistics you can document and reference in your writing process
Zero data leakage—your research stays confidential on your device.
Free forever. No credit card needed.
Everything You Need to Publish
Objective analysis that helps you meet journal standards and communicate research clearly
Academic Readability Control
Target journal standards with seven readability scores—aim for Gunning Fog 12-16 for peer‑reviewed publications or Flesch 50-60 for broader audiences
Keyword Density Analysis
Track term frequencies with n‑gram analysis and export CSV data for methods sections or supplementary materials
Parts‑of‑Speech Tagging
Identify technical nouns, verbs, and terminology patterns to ensure balanced academic vocabulary across disciplines
Sentence Complexity Highlighting
Spot long, dense sentences in abstracts and papers that may confuse reviewers or broader audiences
Zero Data Leakage
All analysis runs locally in your browser—unpublished research never touches servers, ensuring complete confidentiality
Data Export
Download keyword data in CSV format for transparent documentation and reporting
Ready to Sharpen Your Research Writing?
Join researchers using Gorby to meet journal standards while keeping unpublished work completely confidential
Three Simple Steps to Sharper Papers
Start analyzing your research writing in seconds—no account required
Paste Your Draft
Copy your abstract, paper section, or grant proposal from Word, LaTeX, or any editor and paste directly into Gorby. No file uploads or account setup—your text stays on your device.
- Paste from Word, LaTeX, Google Docs, or any text editor
- Supports plain text and basic formatting
- Zero data upload: works entirely in your browser
Review Objective Metrics
Get instant, quantifiable feedback on readability, keyword density, and sentence structure. Open specialized views like Keyword Densities or Parts‑of‑Speech to analyze terminology patterns.
- Seven readability scores with journal benchmarks
- Keyword density tracking with n‑gram analysis
- Sentence complexity highlights for abstracts and discussions
Refine & Export Data
Simplify dense sentences, adjust readability, and export keyword data as CSV for methods sections. Edit directly in the app, then copy refined text back to your manuscript.
- Edit directly with real‑time metric updates
- Export keyword frequencies for reproducible documentation
- Optional AI rephrasing* for alternative phrasing suggestions
* AI features require internet connection and are not processed locally
Ready to Start Analyzing?
Join researchers using Gorby to meet journal standards while keeping unpublished work confidential
Try It Free — No Account NeededEssential Features for
Research Excellence
Everything you need to write sharper papers and meet journal standards
Readability Scores
Seven formulas including Gunning Fog and Flesch‑Kincaid help target journal standards or broader audiences
Explore featureKeyword Densities
Track term frequencies with n‑gram analysis and export CSV data for methods sections or supplementary materials
Explore featureParts‑of‑Speech Tagging
Identify technical nouns, verbs, and terminology patterns to analyze vocabulary balance across disciplines
Explore featureSentence Highlighter
Spot long, complex sentences in abstracts and papers that may confuse reviewers or broader audiences
Explore featureReal‑Time Statistics
Track word and character counts, paragraph structure, and reading time as you draft
Explore featureSaved Texts
Save drafts locally with backups and export to Word or plain text—your work stays secure
Explore featureYour Research Stays 100% Confidential
Analyze unpublished work with confidence—no data leakage, no server storage
Client‑Side Only
All analysis runs in your browser—unpublished research never touches servers
Zero Data Storage
Your manuscripts are never saved, stored, or accessed by Gorby servers
No Ads or Tracking
Clean, distraction‑free analysis environment with no advertising or analytics
Common Questions
Everything you need to know about using Gorby for research writing
Can I analyze grant proposals safely with Gorby?
Yes! Your text never leaves your device, ensuring complete confidentiality for unpublished research, grant proposals, and pre-publication manuscripts.
How do I export keyword data for my methods section?
Use the Export CSV button in Keyword Densities to download term frequencies, percentages, and n‑gram analysis. This data can be included in your research methods or supplementary materials.
Which readability score is best for academic writing?
For peer‑reviewed journals, aim for Gunning Fog 12-16 or Flesch‑Kincaid Grade 13-15. For conference presentations or public‑facing summaries, target Flesch Reading Ease 50-60 (10th-12th grade).
Can Gorby help with abstract word limits?
Yes. Real‑time word counts and Writing Goals help you stay within strict abstract limits (150-300 words). Sentence highlighting reveals where to simplify dense phrasing.
Does Gorby work for discipline‑specific terminology?
The parts‑of‑speech tagger identifies technical nouns and terms across disciplines. Keyword Densities track domain‑specific phrases to ensure appropriate terminology coverage.
30% Off for Students & Researchers
Supporting academic work with professional analysis tools at student-friendly prices
Who Qualifies?
Students
High school, undergraduate, graduate, and doctoral students
Researchers
Graduate researchers, postdoctoral researchers, and research assistants
How to Claim Your Discount
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Start Writing Sharper Papers Today
Join researchers using Gorby to meet journal standards with objective metrics and complete confidentiality
