Platform Module/SENTIMENT ENGINE

Real-Time Social Sentiment Analysis & Social Listening Tool

Track brand sentiment, customer friction & purchase intent in real time across social video comments & hashtag campaigns. Shield brand reputation with 6-axis emotion AI and toxicity alerts.

Emotion Dimensions
Joy, Trust, Fear, Surprise, Sadness, Anger
6-Axis AI
Classification Accuracy
Trained on conversational social media text
96.2%
Net Sentiment Lift
Average brand sentiment score improvement
+42%
Social Sentiment Analysis & Real-Time Social Listening Tool

Unstructured customer comments hide brand risks and viral opportunities

Manually reading thousands of social post comments and direct messages is impossible. FluxBloc automates real-time sentiment scoring so brand leaders can spot customer dissatisfaction before it escalates and amplify positive brand advocates.

For Brand Marketing & PR
Detect emerging PR risks early and monitor campaign reception in real time.
For Community Managers
Filter spam and toxic comments while spotlighting the happiest brand advocates.
FluxBloc — Sentiment Analysis Engine
LIVE TELEMETRY
Emotion Dimensions
6-Axis AI
Classification Accuracy
96.2%
Net Sentiment Lift
+42%
Active Architecture & Data Pipelines (fluxbloc DB)
social_comment_raw & social_comment_sentiment
social_sentiment_category & social_sentiment_reaction_weight
Multi-axis emotion classification pipeline
ENTERPRISE CAPABILITIES

Everything built into Sentiment Analysis

Production-ready AI pipelines, vector search, and real-time automation engineered for scale.

Emotion AI

Post Comment & Hashtag Sentiment Scoring

Categorize every comment, reply, and hashtag into nuanced emotion profiles and positive/negative polarity scores.

Included in FluxBloc Platform
Taxonomy

Custom Category Taxonomy & Keywords

Define specific categories like Product Quality, Shipping Speed, Pricing, or Customer Service to tag conversations.

Included in FluxBloc Platform
Reaction Scoring

Social Reaction & Heart Weighting

Incorporate comment reactions, hearts, and emoji weights into overall sentiment confidence scoring.

Included in FluxBloc Platform
Content Safety

Automated Toxicity & Abuse Detection

Instantly flag offensive, harassing, or spam comments for moderation or automated hidden status.

Included in FluxBloc Platform
NSS Metrics

Net Sentiment Score (NSS) Tracking

Monitor daily, weekly, and monthly Net Sentiment Trends broken down by channel, post, and campaign.

Included in FluxBloc Platform
Crisis Alerting

Automated Alerting on Negative Spikes

Notify marketing and community teams immediately when negative emotion volume exceeds defined thresholds.

Included in FluxBloc Platform
HOW IT WORKS

From setup to measurable ROI in 4 steps

Launch Sentiment Analysis Free →
01 • Ingest

Social comments and chats stream continuously

Inbound interactions from Instagram, Facebook, and Web Chat are queued in real time.

02 • Classify

NLP model scores sentiment and emotion axes

Messages are tagged with sentiment score (-1.0 to +1.0) and primary emotion category.

03 • Aggregate

Trends update on executive sentiment dashboards

View net sentiment percentages, top positive feedback drivers, and critical complaints.

04 • Respond

Trigger automated workflows or human escalation

Route unhappy customers to senior agents and invite joyful fans to join referral campaigns.

Ready to activate Sentiment Analysis?

Start your 7-day free trial on Engage or Premium, or book a live walkthrough.