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AI/MLMarTech

Sentiment Analysis Dashboard

Real-time brand sentiment monitoring across social media, reviews, and news with trend detection.

Duration

6 months

Team Size

4 developers

Industry

MarTech

Category

AI/ML

Sentiment Analysis Dashboard

A real-time brand monitoring platform that analyzes sentiment across social media, reviews, and news to help brands understand and manage their reputation.

The Challenge

A consumer brand needed better reputation monitoring:

  • Delayed awareness - Learning about issues from news
  • Manual monitoring - Analysts reading comments
  • No trending detection - Missing emerging issues
  • Siloed data - Different tools for different platforms

They needed unified, real-time sentiment intelligence.

Our Approach

We built a real-time NLP platform that monitors the entire internet for brand mentions.

Monitoring Strategy

  1. Comprehensive Coverage - Social, reviews, news, forums
  2. Real-Time Processing - Alerts within minutes
  3. Contextual AI - Understand sarcasm and context
  4. Trend Detection - Identify emerging issues early

The Solution

Data Collection

  • Social media APIs (Twitter, Meta, TikTok)
  • Review platforms (Yelp, Google, G2)
  • News and blog monitoring
  • Forum and Reddit tracking

Sentiment Analysis

  • Multi-language support
  • Aspect-based sentiment
  • Emotion detection
  • Sarcasm handling

Dashboard

  • Real-time sentiment trends
  • Topic clustering
  • Influencer identification
  • Competitive benchmarking

Alerts

  • Anomaly detection
  • Volume spike alerts
  • Negative trend warnings
  • Crisis notifications

Technology Stack

LayerTechnologies
NLPBERT, Transformers, spaCy
StreamingApache Kafka, Spark
BackendPython, FastAPI
DatabaseElasticsearch, PostgreSQL
FrontendReact, D3.js
CloudAWS (EKS, MSK)

Results & Impact

The platform transformed brand monitoring:

  • 1M+ mentions analyzed every day
  • 92% accuracy in sentiment classification
  • Real-time alerts for crisis detection
  • 20+ platforms monitored continuously

Analytics Features

Topic Analysis

  • Automatic topic clustering
  • Trending topic detection
  • Topic sentiment breakdown
  • Topic evolution over time

Competitive Intel

  • Competitor mention tracking
  • Share of voice analysis
  • Sentiment comparison
  • Campaign impact measurement

Client Testimonial

"We caught a potential PR crisis in its first 100 mentions and addressed it before it went viral. That alone made the platform worth it."

— Director of Communications, Consumer Brand


Monitoring brand reputation? Contact us to discuss sentiment analysis solutions.

Key Results

1

1M+ mentions analyzed daily

2

92% sentiment accuracy

3

Real-time crisis detection

4

20+ platform integrations

Technology Stack

PythonBERTKafkaElasticsearchReactAWS

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