Detectly

Product Introduction

1. Detectly is a browser extension that identifies, flags, and hides AI-generated content across social media platforms and websites using advanced detection models. It operates in real-time to analyze text patterns, linguistic structures, and statistical markers to distinguish human-written content from AI-generated material. The tool currently supports Reddit, Twitter, and YouTube comments, with plans to expand to additional platforms.
2. The core value of Detectly lies in restoring trust in digital content by providing transparency about content origins and empowering users to filter AI-generated material. It addresses growing concerns about misinformation, creative authenticity, and critical thinking erosion in an era dominated by generative AI.

Main Features

1. Automated Platform Scanning: Detectly continuously scans Reddit posts/comments, Twitter threads, and YouTube comments in real-time using an ensemble of state-of-the-art AI detection models. The system employs transformer-based architectures and statistical analysis to flag content with 95%+ accuracy, displaying subtle visual indicators (e.g., colored borders, icons) without disrupting user experience.
2. Text Analysis Portal: Users can paste any text into Detectly's web-based analyzer to receive instant authorship verification, including confidence scores (0-100%) and detailed breakdowns of detection metrics like perplexity, burstiness, and semantic coherence. The tool supports analysis of up to 10,000 characters across 48 languages.
3. Privacy-First Content Filtering: Detectly offers granular control over AI content visibility, allowing users to completely hide flagged posts/comments via one-click activation. Filtering thresholds can be adjusted based on confidence levels (e.g., block all content scoring above 70% AI probability), with all processing done locally via browser-based inference to prevent data storage or tracking.

Problems Solved

1. Misinformation Proliferation: Detectly combats AI-generated spam, fake reviews, and synthetic propaganda by identifying machine-authored content at scale. This addresses the risk of AI systems being exploited to manipulate public opinion or spread false narratives without human oversight.
2. Creative Industry Protection: The tool safeguards writers, artists, and content creators from having their work devalued by AI-generated material. It helps maintain fair competition by enabling users to filter out synthetic content from platforms like Reddit forums or YouTube comment sections.
3. Critical Thinking Preservation: By surfacing content origins, Detectly encourages users to engage more thoughtfully with online information. Educators, researchers, and journalists can verify sources before citing them, reducing accidental propagation of AI-generated inaccuracies.

Unique Advantages

1. Multi-Model Ensemble Architecture: Unlike single-model detectors, Detectly combines predictions from specialized models fine-tuned on GPT-4, Claude 3, and Llama 3 outputs, plus a proprietary classifier trained on 15TB of human/AI text pairs. This ensemble approach achieves 98.7% accuracy in controlled benchmarks.
2. Zero-Data Retention Policy: While competitors often store processed text for model improvement, Detectly processes all content locally via WebAssembly-optimized inference engines. Browser extensions never transmit user data to external servers, exceeding GDPR compliance requirements.
3. Cross-Platform Adaptability: The detection engine dynamically adjusts to platform-specific writing styles (e.g., Reddit memes vs. YouTube comments) through contextual embedding layers. Future updates will add support for Facebook, LinkedIn, and news comment sections via modular plugin architecture.

Frequently Asked Questions (FAQ)

1. How does Detectly protect user privacy? Detectly processes all content locally through browser-based machine learning models, never storing visited URLs, analyzed text, or user identifiers. The extension uses sandboxed Web Workers to prevent memory leaks and deletes all processing data upon browser closure.
2. Which AI models can Detectly identify? The system detects outputs from all major LLMs including GPT-4, Gemini 1.5, Claude 3, and Llama 3, plus hybrid human-AI compositions. Detection models are retrained biweekly using adversarial examples from newly released AI systems.
3. Can Detectly analyze private documents? The Text Analysis Tool operates entirely client-side, enabling secure verification of sensitive documents without uploads. Users can disconnect from the internet after loading the tool while maintaining full functionality.
4. What happens to false positives? Users can report detection errors through a feedback mechanism that improves model accuracy. The system employs active learning to prioritize ambiguous samples for human review, reducing false positives by 12% with each monthly update.
5. How resource-intensive is the extension? Detectly uses quantized neural networks and WebGPU acceleration to limit CPU usage to <2% during active scanning. Memory footprint stays under 300MB even when monitoring multiple tabs simultaneously.