How BookGuard Works
Learn about our AI-powered evaluation process.
The Evaluation Process
Upload
A book is uploaded in PDF, DOCX, or TXT format for evaluation.
AI Analysis
Our AI evaluates the book across 4 systems: cultural values, child safety, theme complexity, and language level.
Get Results
A detailed score with verdict, age recommendation, and evidence-based citations.
4-System Evaluation Framework
Every book undergoes evaluation across four interconnected systems.
4-System Methodology
Cultural Values
35%Alignment with UAE cultural values and Islamic ethics.
Criteria-based evaluation against a structured set of cultural and ethical standards.
Child Safety
35%Content appropriateness and child protection.
Assessment of themes and content for age-appropriate safety and well-being.
Theme Complexity
15%Developmental fit of themes and concepts.
Mapping to MOE curriculum and developmental stages (Early Years through Cycle 3).
Language Complexity
15%Readability and language level.
Algorithmic and AI-assisted readability (e.g. OSMAN for Arabic, Flesch-Kincaid for English).
If Cultural Values or Child Safety score below 30, the book is automatically Not Whitelisted regardless of other scores.