Demo Video
Sentiment Analysis
Bias Detection
Content Summary
CustomizationGrasp the emotional tone of any webpage immediately with our intuitive colorbar.
See the precise distribution of positive, neutral, and negative sentiment percentages.
Understand the political leaning of content with a clear left-to-right spectrum and evidence highlights.
Discover the main themes and subjects discussed in the content without reading everything.
Find out the sentiment associated with each specific topic identified in the text.
Analyzes the core content, filtering out ads, navigation, and boilerplate for accuracy.
Your data stays safe with analysis performed locally in your browser whenever possible.
Leverages state-of-the-art language models for high-quality analysis.
Choose from various built-in models or connect your own for tailored insights (optional).
Get insights even from complex, JavaScript-heavy sites like social media and news platforms.
Instantly reveal the emotional tone behind online content, saving you time and ensuring you focus on truly valuable information.
See beyond star ratings to discover which product features receive genuine praise or criticism, helping you make smarter purchase decisions.
Cut through media bias by quickly identifying emotionally-charged content, ensuring you get a balanced perspective on current events.
Create more effective content by understanding how your audience perceives your message's emotional tone compared to competitors.
Develop more effective educational materials by ensuring your content maintains an appropriate emotional balance for sensitive topics.
Help your children develop critical thinking skills by showing them how online content uses emotional language to influence readers.
Customize sentiment analysis for your specific industry needs while maintaining complete control over your data privacy.
Support us with $100 and get early and lifetime access + $50 in credit for web hosting, domain, production or consulting services.
Turn real-time sentiment and bias analysis into a strategic advantage—explore three powerful ways to partner with Vibroscope.
Deploy a custom version of Vibroscope with your branding. Deliver real-time sentiment insights to your users and track how content is perceived—right inside your product.
Tailored deployment for your use case
Let's Collaborate →Reach a privacy-conscious, insight-driven audience. Sponsor a tool built for critical thinkers who want to cut through noise and understand emotional tone instantly.
Brand visibility within the extension
Explore Sponsorship →Own the technology. Acquire our in-browser sentiment engine, bias detection algorithms, and visual system to fast-track your AI or analytics roadmap.
Exclusive rights to core technology
Discuss Acquisition →