Quickly understand the context, mood, and priority of a ticket — without reading through every line.
Macha AI’s Analysis tab provides automatic insights to help agents work faster and admins organize better.
🔍 What’s Included in the Analysis Tab
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Summary of the Ticket
A concise, AI-generated overview of the conversation so far. -
Sentiment Analysis
Instantly shows whether the customer’s tone is positive, neutral, or negative. -
Category Classification
Automatically identifies the nature of the ticket (e.g., Product Inquiry, Refund Request). -
Customer Highlights & Key Points
Quickly spot the main issues, requests, or feedback the customer has mentioned. -
Automatic Tags
Macha AI adds relevant tags to help with reporting and organization — visible directly in the Zendesk ticket view.
🌐 Language Support
All ticket analysis is shown in the agent’s selected language, ensuring a clear and native experience for every support rep — no need for manual translation or switching views.
Watch It in Action
🧠 Why It Matters
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Faster agent responses with key details summarized at a glance
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Smarter team management with consistent ticket tagging
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Stronger analytics when synced with Zendesk Explore
“This helps you get up to speed with the ticket really quickly and close it faster.”
Need help using Analysis features or customizing categories? Contact Support