Glossary · AI & ML
Sentiment Analysis
Sentiment analysis uses NLP and machine learning to detect emotional tone in text, classifying opinions as positive, negative, or neutral to understand customer feedback at scale.
In short
Sentiment Analysis analyses thousands of feedback items in minutes with aspect-level detail. Common applications include customer feedback analysis and social media & brand monitoring. BespokeWorks deploys Sentiment Analysis solutions for UK businesses, typically live within 7 days.
Definition
What is Sentiment Analysis?
Sentiment Analysis uses NLP and machine learning to detect and classify emotional tone in text (positive, negative, neutral, and specific emotions like frustration, satisfaction, or urgency). Modern sentiment models understand context, sarcasm, comparative statements, and aspect-level sentiment, enabling organisations to automatically analyse customer feedback, reviews, and social media at enterprise scale.
Brands that monitor and act on sentiment data achieve 25% higher customer satisfaction scores, according to Qualtrics research. Aspect-based sentiment analysis goes beyond overall polarity to understand how customers feel about specific features, service aspects, and competitive alternatives, providing actionable product and service insights.
BespokeWorks implements sentiment analysis solutions that monitor and analyse customer feedback across all channels. Our deployments cover reviews, support tickets, social media, survey responses, and call transcripts, providing real-time sentiment dashboards and automated alerts for negative trends.
Where it earns its keep
Real-world applications.
-
Customer Feedback Analysis
Analyses reviews, support tickets, and survey responses at scale to identify complaints, satisfaction drivers, and improvement areas, processing thousands of feedback items in minutes.
-
Social Media & Brand Monitoring
Tracks brand mentions, competitor comparisons, and sentiment trends across social platforms in real-time, enabling rapid response to emerging issues or viral moments.
Why it matters
Key benefits.
- Analyses thousands of feedback items in minutes with aspect-level detail
- Identifies trending issues and sentiment shifts in real-time with automated alerts
- Provides objective, quantified brand perception measurement across all channels
See how Sentiment Analysis fits your business.
Run the free analyser, five minutes, no signup, a personalised three-phase roadmap that includes whether Sentiment Analysis is a fit.
