Review Reputation Agent
by Roy Yuen
Automate professional review replies, sentiment analysis, and reputation reporting with built-in policy safety.
Secure checkout via Stripe
Works with the AI tools you already use
See it in action
You say
I just received a 1-star Google review from a customer complaining about a billing dispute and asking for a refund. Can you help me draft a response and assess the risk?
Your agent does
Review Response Package
Rating: 1-star Risk: High (Refund Mentioned) Main Theme: Billing Dispute
Public Reply: "Hello [Name], thank you for bringing this to our attention. We take billing concerns seriously. Please contact our manager at [Phone] so we can resolve this privately."
What you get
About this skill
Scale Your Reputation Management
Responding to customer reviews at scale is a manual, emotional, and time-consuming process. The Review Reputation Agent automates the workflow for local businesses, agencies, and reputation managers. It transforms raw customer feedback into professional, brand-aligned public responses while conducting deep sentiment analysis and risk assessment.
Advanced Review Intelligence
Unlike generic AI prompting, this skill follows a strict reputation management framework. It handles everything from high-risk negative reviews—identifying legal or safety escalations—to positive feedback loops that encourage brand loyalty. It identifies recurring themes across multiple reviews to provide actionable business improvement insights.
Built-in Compliance and Safety
The skill is hard-coded with platform policy guardrails. It prevents common mistakes like incentivizing reviews, admitting legal liability, or violating privacy. Whether you are dealing with a 1-star complaint or a 5-star rave, the agent ensures your responses remain professional, policy-safe, and strategically sound.
Supported Workflows
- Drafting calm, specific public replies for Google Business, Yelp, or industry sites.
- Analyzing review CSV exports for weekly or monthly reputation reports.
- Detecting high-risk issues (legal threats, safety, discrimination) for immediate escalation.
- Creating policy-compliant review request templates.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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