VibeScope

AI-Powered Text Analysis & Manipulation Detection

Understand the true meaning behind any word or sentence. Detect propaganda techniques, emotional manipulation, and hidden biases using advanced AI analysis.

Word Analysis
Manipulation Detection
Social Media Analysis

Single words show semantic dimensions, sentences reveal manipulation patterns

Try analyzing these words:

Try these example headlines and tweets:

How VibeScope Works

Powered by cutting-edge AI to reveal hidden dimensions in language

Semantic Word Analysis

Uses OpenAI's text-embedding-3-large model to map words into 3072-dimensional semantic space.

  • Analyzes 12 psychological dimensions like masculine/feminine, concrete/abstract
  • Finds semantically similar words from our lexicon
  • AI-powered semantic understanding

Manipulation Detection

Advanced pattern matching algorithms identify propaganda techniques in headlines and posts.

  • Detects fear tactics, loaded language, false dichotomies
  • Scores manipulation from 0-100% with explanations
  • Identifies specific propaganda techniques used

Deep Comparisons

Compare multiple terms with detailed visualization and analysis tables.

  • Side-by-side comparison of up to 6 terms
  • Radar charts and detailed comparison tables
  • Highlights key semantic differences

Why This Matters

In an era of information warfare and subtle manipulation, understanding the true nature of language is crucial. VibeScope combines state-of-the-art AI with transparent analysis to help you see beyond surface meanings.

Genuine AI Analysis
Privacy-First Design
Open Source