A frustrated customer can't wait. With Sentiment Analysis, they won't have to.
Every customer deserves a fast reply, but the angry ones have far less patience. If you don't want to risk a negative review, a complaint, or losing a buyer for good, you need to act fast. Sentiment Analysis AI in Responso automatically detects the emotional tone of every message and lets you take care of difficult customers first – before the situation spirals out of control.
Responso helps businesses just like Yours
Meet AI Sentiment Analysis by Responso
Enable Sentiment Analysis in settings
Turning on Sentiment Analysis in Responso takes a single click. From that moment on, every new message is analysed the instant it arrives – no additional configuration needed. In the Responso inbox, each thread receives a sentiment label displayed as an emoji. An agent scanning the queue can see the customer’s mood on every case before even opening it. If needed, they can change the label manually at any time.
Connect sentiment to Automated Actions
In the Automated Actions tab, create a rule with the condition: sentiment = negative → action: set status to Urgent. From that point on, frustrated customers automatically move to the top of the queue with no manual intervention. You can also set up additional actions – such as assigning the case to an experienced agent or sending an internal notification to a supervisor.
Track customer sentiment in Reports
The Responso Reports module includes a dedicated sentiment report – a view showing the distribution of tickets by emotional tone over any time period you choose. You can track how customer mood shifts over time and how it responds to changes in your product range, returns policy, or service quality.
Without Sentiment Analysis, you're taking risks
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67%
of customers who had a bad service experience shared it with others. One ticket handled too late can cost you not just one, but many potential customers.
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83%
of customers say they feel greater loyalty towards a brand that responded to their complaint and resolved it effectively.
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73%
of customers expect brands to understand their individual needs and emotions. A customer who writes in frustration and receives a standard, calm reply feels like nobody is listening.
What do you gain with Sentiment Analysis AI from Responso?
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Frustrated customers reach the top of the queue before they escalate
Customer frustration grows with every minute of waiting. Sentiment Analysis AI lets you automatically assign higher priority to messages from customers with a negative tone – and attend to them first. Not because they’re more demanding, but because a fast reaction to negative sentiment genuinely reduces the risk of escalation, bad reviews, and losing the customer.
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Agents know what to expect before they read the message
The sentiment emoji on every conversation is a clear signal for a team member scanning the inbox for the most urgent messages. It means they approach a case with negative sentiment differently than a neutral question about product availability. It’s a small detail that changes the entire approach to a conversation – and often determines whether the situation can be defused from the very first line.
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Automations that respond to emotions, not just words
Combined with Automated Actions in Responso, sentiment becomes a trigger. Negative sentiment → status set to Urgent. Positive sentiment after a case is resolved → an automated review request. You can design service flows that respond to how the customer feels, not just what they wrote.
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Reports that show which moods dominate among your customers
Responso collects sentiment data on all tickets and presents it in the Reports module. You can track how customer mood shifts over any time period – did negative messages increase after a new product launch? Are customers writing more calmly after a change to the returns policy? Sentiment is a single indicator of both service quality and product quality.
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Works straight away
Sentiment Analysis AI is activated in company settings with a single click. No configuration, no custom category definitions, no model training required. AI starts analysing every new message immediately – and becomes more accurate with every use.
FAQ
Frequently asked questions
Artificial intelligence in Responso is a tool that supports your work in customer service—it analyzes messages from buyers and helps generate personalized responses. AI understands the content and context of the message, recognizes customer emotions (sentiment analysis) and can work based on a knowledge base about your company. It operates without human intervention—it generates unique, situation-appropriate responses, reducing service time and improving customer satisfaction. You retain full control and can always verify or edit what AI generates before the message reaches the customer.
AI helps reduce the load on the customer service team by automating repetitive tasks such as initial inquiry sorting, generating quick responses or initiating next steps in the service process. At critical moments it reacts instantly, e.g., when a customer expresses frustration or contacts you in a foreign language. AI will not replace your customer service team employees—it will help them focus on matters requiring their greater attention, reduce routine work and significantly speed up their work.
AI can analyze incoming messages, improve grammar and response style, recognize customer sentiment, and initiate automatic workflows such as sending autoresponders or assigning inquiries to specific agents.
AI in Responso understands not only the literal meaning of words but also the broader context of the inquiry—it identifies what the customer is really writing about, even if they used different words or wrote chaotically. Based on this, the system can automatically route the message to the appropriate department or employee, assign it a priority or trigger other actions. This saves you time because agents immediately know what they’re dealing with.
Yes, AI in Responso analyzes message sentiment—it recognizes emotions: anger, frustration, satisfaction or joy. Based on this, it can automatically mark messages as urgent if they contain negative emotions, allowing you to quickly respond to dissatisfied customers. This helps prevent conflicts and build better relationships with buyers.
Yes, AI in Responso recognizes emotions expressed in messages and classifies them as negative, neutral or positive. Beyond these basic categories, more precise classifications are also available—a message can, for example, be marked as offensive or promotional. The system can automatically mark messages with negative sentiment as urgent, allowing you to quickly respond to dissatisfied customers and prevent conflict escalation. This helps build better relationships with buyers.
AI autoresponder is an advanced automatic response system that generates unique and context-appropriate messages instead of sending generic, pre-prepared templates that often sound artificial.
Yes, Responso offers multilingual AI support that automatically recognizes and responds in the sender’s native language. This facilitates customer support from different countries.
No, using AI in Responso is intuitive and does not require specialized technical knowledge. The entire process is simple to configure and use.
Take care of the frustrated customer before the conflict escalates.
Enable Sentiment Analysis AI in Responso and handle difficult customers before things get out of hand. No credit card required. Setup takes literally a moment.