ContentGuard
SIMPLE PROCESS

How It Works

Get comprehensive writing statistics in three simple steps.

01

Paste or Upload

Paste your writing text directly, or upload PDF, DOCX, and TXT files.

02

Engine Processing

Our system analyzes content for AI generation, plagiarism, and grammar patterns.

03

Detailed Reports

View in-depth analysis reports with sentence highlights, scores, and exports.

Detailed Processing Pipeline

1

Text Normalization & Extraction

When you upload files (PDF, DOCX, TXT) or paste plain text, our system extracts and parses the raw contents. We filter out control characters and normalize white space for lexical processing.

2

Statistical Model Evaluation

Our system evaluates Perplexity and Burstiness scores for every sentence. Lower complexity and uniform sentence lengths strongly signal generative AI patterns, which are highlighted on your heatmap.

3

Plagiarism Cross-referencing & Quality Check

The text is cross-referenced using fingerprint matching algorithm to detect copy-pasted blocks. Meanwhile, grammatical patterns are analyzed, and Flesch readability levels are calculated.