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Try GravitoAI Emotion Detection

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Fixation Loop Detection

Detect Emotional Spirals Before They Escalate

Fixation loops occur when conversations get stuck echoing negative emotions instead of resolving them. This is the #1 cause of support escalations.

Frustration Spiral

Customer gets increasingly frustrated, agent mirrors negativity

7 turns

Anxiety Echo

User expresses worry, agent amplifies instead of calming

7 turns

Healthy Resolution

Agent successfully de-escalates emotional tension

7 turns

Select a conversation example or paste your own

Click "Detect Fixation Loops" to analyze

Fixation Loop Detection is a Startup+ Feature

Detect emotional spirals in real-time via API. Reduce escalations by catching problems early.

Advanced Features

Beyond Basic Emotion Detection

GravitoAI goes beyond identifying emotions. Predict outcomes, learn patterns over time, and automatically optimize your responses.

Fast Mode Analysis
Sub-second emotion detection for real-time chat. Uses pattern matching instead of LLM for instant results.
Results

Enter text and click "Analyze Fast" to see results

Advanced Features Availability

Fast Mode is available on all plans. Outcome Prediction and Autonomous Intervention require Scale plan or higher. Pattern Learning requires Business plan or higher.

Fast Mode: All PlansPredict: Scale+Intervene: Scale+Patterns: Business+
Validated Performance

Tested against 100 human-labeled samples

70%
Valence Direction
Positive vs Negative
68%
Emotion Agreement
Top-2 Match
Escalation Risk Prediction
61%

What This Means

GravitoAI reliably detects emotional tone and direction. The value is in relative scoring (valence, arousal, escalation risk) that shapes downstream AI behavior, not categorical labels.

Dataset: dair-ai/emotion • Model: Claude Sonnet •Try it yourself →

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