AI Detector by ContentGuard

ContentGuard AI Detector represents a sophisticated evolution in linguistic analysis, specifically engineered for the 2026 landscape where synthetic and human-authored content are deeply converged. The platform utilizes a multi-vector detection engine that moves beyond simple perplexity and burstiness metrics. It integrates semantic entropy analysis, structural fingerprinting, and model-specific marker identification to distinguish between human creativity and LLM-generated output from models like GPT-5, Claude 4, and Llama 4. Positioned as a mission-critical tool for publishers, educational institutions, and legal firms, ContentGuard provides a 'Forensic Heatmap' that pinpoints specific passages likely to be synthetic. Its architecture is built on a proprietary transformer-based classifier that is continuously fine-tuned on diverse datasets, including human-AI collaborative writing, to minimize false positives. In the 2026 market, ContentGuard differentiates itself through its 'Source Attribution' feature, which not only flags AI presence but identifies the probable model family used. The platform supports batch processing of massive document repositories and offers a seamless API for real-time content moderation, making it a cornerstone for organizations maintaining high-trust information environments.