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Strategy and Insights

Customer Sentiment Analysis Dashboard

Crawling app store reviews, Reddit threads, and Trustpilot for customer sentiment takes hours. This workflow does it with a single prompt: AirOps MCP pulls review data across platforms, categorizes sentiment as positive, neutral, or negative, and generates both a detailed executive report and a shareable HTML dashboard showing overall ratings, sentiment drivers, and platform-by-platform breakdowns, all matched to your brand kit.

Process

#1

Write your analysis prompt

Prompt AirOps MCP to create a customer sentiment analysis, specifying your data sources and that you want a detailed report matched to your brand kit.

#2

Generate and categorize sentiment data

AirOps pulls or simulates review data from app stores, Trustpilot, Reddit, and other platforms, then categorizes sentiment as positive, neutral, or negative.

#3

Review the executive report

Read through the generated report, which includes an overall sentiment breakdown, top positive and negative themes, and a platform-by-platform analysis.

#4

Request an HTML dashboard

Use a follow-up prompt to convert the report into a visual HTML dashboard optimized for executive review.

#5

Share the dashboard

Open the HTML file in a browser and share it with stakeholders who need a quick snapshot without scrolling through a full report.

Replace hours of manual review research with a single prompt; Get platform-by-platform sentiment breakdown across app stores, Trustpilot, and Reddit; Produce both a detailed report and an executive dashboard from the same workflow; Match outputs to your brand kit so reports are presentation-ready from the start

Key benefits

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Replace hours of manual review research with a single prompt; Get platform-by-platform sentiment breakdown across app stores, Trustpilot, and Reddit; Produce both a detailed report and an executive dashboard from the same workflow; Match outputs to your brand kit so reports are presentation-ready from the start
Connected tools
Reddit
Trustpilot
Claude
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