AI essay grading & text mining

Grade essays in minutes, not hours.

EssayGrade AI uses text mining and NLP to score essays, extract themes, and provide actionable feedback—so educators can focus on teaching, not grading.

Built for educators, assessment teams, and edtech platforms.

Topic: Climate Change · 42 essays AI scoring on
EssayScoreStatus
Essay_001.pdf 92% Ready for review
Essay_002.pdf 88% AI graded
Essay_003.pdf 76% Needs feedback
Other essays 60–75% Batch processing
10×
Faster grading
94%
Accuracy
24/7
Always on
NLP
Text mining

Built for modern assessment

Use text mining and NLP to score essays, extract themes, and provide consistent feedback—at scale.

AI scoring

Score essays against rubrics using NLP. Coherence, grammar, argumentation, and topic coverage—all in one pass.

Text mining

Extract keywords, themes, and entities. Surface common patterns and outliers across batches.

Custom rubrics

Define your own grading criteria. Train the model on your rubrics for consistent, explainable scores.

Analytics

Track accuracy, score distribution, and model performance over time. Export for LMS or SIS.

Advanced features

Power tools for institutions and power users.

Plagiarism detection

Web and internal similarity checks. AI-generated content flags. Originality reports per essay.

Compare essays

Side-by-side comparison. Flesch-Kincaid, vocabulary density, readability scores.

Feedback templates

Reusable snippets with shortcuts. Fast, consistent feedback across huge batches.

Model calibration

Tune strictness and weights. Align AI scores with your grading standards.

LMS integrations

Canvas, Moodle, Google Classroom. REST API and webhooks for custom workflows.

Activity log

Full audit trail. Who graded what, when. Export for compliance and review.

How EssayGrade AI works

1. Upload essays & set rubrics

Import essays (PDF, DOCX) and define grading criteria. Custom rubrics or predefined templates.

2. AI grades & mines text

NLP extracts themes, scores each criterion, and flags essays needing human review.

3. Review & export

Adjust scores, add feedback, and export to your LMS. Batch process hundreds in one go.

Ready to speed up your grading workflow?

Open the dashboard to explore essays, rubrics, AI grading, and text mining insights.

Open dashboard

Want to develop the full-scale version?

This demo showcases core features. If you need a production-ready Automated Essay Grading System with custom integrations, advanced text mining, or tailored workflows—we’d love to help. Contact us for a full-scale implementation.

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