Vibroscope: See What Your Content Feels Like
Every piece of content your brand puts into the world carries emotional weight—whether you intend it or not. Vibroscope gives you a powerful lens to see how your messaging lands in real time. This privacy-first browser extension uses on-device AI to detect sentiment and political bias across any webpage—turning subjective tone into objective visual insight.
Whether you’re crafting marketing copy, reviewing PR coverage, or auditing competitor messaging, Vibroscope helps you spot emotional signals that influence perception, trust, and brand impact.
Why It Matters for Brands
Your audience doesn’t just process information—they react to it. Emotional tone, word choice, even perceived bias all shape how content performs. Vibroscope helps brand managers and business owners stay ahead by making those reactions visible before they become problems.
It bridges the gap between what you meant to say and how it actually feels. That means:
- Fine-tuning copy before it goes live
- Spotting emotionally charged coverage early
- Staying consistent across messaging and channels
- Auditing content tone across regions, writers, and formats
All without sending data anywhere. Every insight stays local, secure, and in your control.
Core Capabilities
Live Sentiment Mapping – Color-coded overlays show emotional tone—positive, negative, or neutral—at a glance, right on the page.
Political Bias Detection – Track ideological lean in real-time. Know if a piece reads center-left, hard-right, or somewhere in between—critical for brand positioning and risk assessment.
AI-Powered Summaries – Need to scan a headline or influencer post fast? Vibroscope distills it into a concise, tone-aware summary that highlights what’s being said and how it feels.
Customizable for Brand Contexts – Dial up or down tone sensitivity, switch models, or personalize visual outputs. Vibroscope adapts to your voice—not the other way around.
How It Works
Everything runs directly in the browser.
- On-Device AI: Optimized language models leverage WebGPU acceleration when available for real-time performance.
- Smart Content Extraction: Vibroscope zeroes in on meaningful copy, skipping nav bars, ads, and boilerplate.
- Transparent Modeling: You’ll always see which AI model generated which insight, so your team can track outputs with full clarity.
Use Cases for Brand Teams
Brand Monitoring – Catch tone shifts in customer feedback, social sentiment, or media coverage early—before they affect perception.
Pre-Launch Copy Review – Run internal content through Vibroscope to flag emotional imbalance or unwanted bias before publishing.
Competitive Intelligence – Analyze how competitors emotionally frame messaging, and uncover how their tone shapes audience engagement.
Crisis Communication – In high-pressure moments, know instantly if your response reads empathetic, defensive, or out of sync.
The web isn’t neutral. Your content isn’t either. Vibroscope helps you see the emotional undercurrent in everything you publish and consume—so you can stay aware, intentional, and in control.
Check it out now at www.vibroscope.app