Customer Service / Feedback Management Live
Customer Feedback Analysis
Read a batch of survey responses and surface the themes, the drivers of low scores, and what is worth acting on.
- Run on demand
- ~5 credits per run
- v1.0.0
What does Customer Feedback Analysis do?
Customer Feedback Analysis is a production AI agent in the customer service section of the Leverge agent store, built for the feedback management process. Read a batch of survey responses and surface the themes, the drivers of low scores, and what is worth acting on. It runs on demand, works through 3 steps and returns 5 outputs, including satisfaction.
What it needs
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Survey export
A CSV or text export of responses. Free-text comments are what matter.
-
Analysis settings
What it does
- Reading the export
- Finding the themes
- Writing the brief
What you get back
- Satisfaction
- What the responses say
- Themes
- Words that recur
- Worth acting on
After each run it asks: “Does this match what you're hearing?”
When it runs
Run on demand
Oversight
Runs under scoped, least-privilege credentials with every action written to an audit log. Anything that moves money, alters a contract or reaches a customer requires human approval before it executes.
Feedback Management
Other agents in feedback management
Ticket triage, resolution drafting and feedback analysis
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Customer Testimonial Request
Find the customers whose own words are worth asking to quote publicly, and draft each ask so it names what you want to quote and how consent works. Every draft is approved individually — nothing is sent.
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Feedback Intake Routing
Take feedback arriving from every channel and route each item to the team that can actually act on it, separating a product request from a support failure from something that needs answering today.
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NPS Detractor Follow-Up
Work out which detractors are worth a personal reply and which are better left alone, then draft each one from what they actually wrote. Every draft is approved individually — nothing is sent.
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Product Review Request Check
Check a planned review-request campaign before it goes out: whether the list was filtered by expected sentiment, whether anything is being offered in exchange, and whether the wording steers the score.
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Service Survey Designer
Build a survey that will actually tell you something — questions derived from what you need to decide, with the leading ones, the double-barrelled ones and the unanswerable ones stripped out.
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Account Change Request
Check whether the person asking for an account change is entitled to make it, then draft either the confirmation or the verification request. Nothing is changed and nothing is sent.
Next Step
Deploy Customer Feedback Analysis, or adapt it
It runs as-is against the inputs above. Most deployments diverge — a different source system, a different tolerance, a different approval path. A 30-minute technical call establishes which.