---
title: Mastering AI Insights
description: Mastering AI Insights
---
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1. [Customer Alliance Knowledge Base](https://support.customer-alliance.com/v2-knowledge-base?hsLang=en)
2. [Getting started](https://support.customer-alliance.com/v2-knowledge-base/getting-started?hsLang=en)
# Mastering AI Insights
## The AI Insights dashboard unlocks the true power of your feedback data. By aggregating and analyzing the free-text comments from all your online reviews and completed surveys, this tool synthesizes thousands of guest words into clear, actionable themes. Instead of reading every review manually, AI Insights highlights exactly where your operations are thriving and where they need attention.
### **1. The Insights Summary**
At the top of the page, the **Summary Section** provides a high-level overview of your qualitative data based on the date range and filters you select in the top right-hand corner.
- **Performance Momentum:** This section instantly shows you what operational areas are improving and which ones are declining compared to your previous time period, allowing you to track the impact of recent operational changes.
.png?width=670&height=271&name=AI%20insights%201%20(1).png)
### **2. "What's Going Well" vs. "What Needs Improvement"**
To help you drill down into specific departments, the dashboard categorizes guest sentiment into two distinct sections:
- **What’s Going Well:** A breakdown of your top-performing categories (e.g., Staff Friendliness, Cleanliness). Clicking on any category reveals the specific guest quotes and sub-themes driving these positive scores.
- **What Needs Improvement:** Highlights pain points in your guest experience. Just like the positive categories, clicking here lets you explore the specific feedback so you can understand the root cause of guest frustration.
### **3. Actionable AI Recommendations & Feedback Loop**
AI Insights goes beyond just identifying problems; it helps you solve them. The platform generates tailored, **actionable recommendations** that you can implement on-site to directly improve your guest experience.
- **Training the AI:** To ensure these recommendations remain highly relevant to your business, a built-in feedback loop is included.
- **Thriving on Feedback:** Click the **Thumbs Up** button if a recommendation is helpful, or the **Thumbs Down** button if it isn't. This directly trains our AI model to deliver smarter, more contextual advice for your specific property.
.png?width=670&height=281&name=AI%20Insights%202%20(1).png)
### **4. Key Driver Analysis**
Located at the bottom of the dashboard, the **Key Driver Analysis** tool identifies the exact levers that have the biggest impact on your overall guest satisfaction.
This matrix measures not just what guests are talking about, but how heavily those topics influence their final score.
**Example:** If your overall guest satisfaction scores are dipping and the analysis shows "Breakfast" is a primary negative driver, the tool will pinpoint the exact lever, such as *food temperature* or *service speed* that will yield the highest rating increase once resolved. This ensures you always invest your resources where they matter most.
.png?width=670&height=232&name=AI%20Insights%203%20(1).png)
### **5. Competitive Summary **
The **Competitive Summary** report tracks how your topic sentiment compares against your competitors over a rolling 12-month period.
> **Prerequisite:** This feature remains inactive until you configure your competitor list. See [How to Add Competitors](https://support.customer-alliance.com/v2-knowledge-base/setting-up-and-tracking-competitors?hsLang=en) for setup instructions.
#### Key Features
- **Competitor Filtering:** Use the dropdown menu in the top-right corner to analyze data for **All Competitors** collectively or select a **Single Competitor** for a direct benchmark.
- **Performance Insights:** Identify strategic strengths and weaknesses by viewing:
- **Outperforming Topics:** Areas where your sentiment score leads the competition.
- **Trailing Topics:** Areas where competitor sentiment exceeds yours.
.png?width=670&height=322&name=AI%20Insights%204%20(1).png)
- [Getting started](https://support.customer-alliance.com/v2-knowledge-base/getting-started?hsLang=en)
- [Settings](https://support.customer-alliance.com/v2-knowledge-base/settings?hsLang=en)
- [Integrations](https://support.customer-alliance.com/v2-knowledge-base/integrations?hsLang=en)
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