Customer Feedback Analyzer

What the Agent Produces

The signal in your feedback — with the quotes to back it up.

Feedback Overview How much feedback you provided and where it came from.

Recurring Themes 3–5 themes, each with a signal count and 2–3 verbatim customer quotes.

Verbatim Quotes Your customers' actual words — never paraphrased — so you can judge for yourself.

Do 3 Things This Week Concrete, owner-actionable steps ranked by how loud each signal is.

Paste or upload your customer feedback and get the recurring themes — each backed by verbatim quotes and a signal count — plus three things to do this week.

Themes are generated from the feedback you provide. Read the verbatim quotes yourself before acting.

Business Name

Time Period

Customer Feedback *

Or Upload Exported Reviews / Tickets (CSV, Excel)

Or Upload Exported Reviews / Tickets (CSV, Excel) Exported reviews, support tickets, or survey results

Output Language

AI Model

Redact sensitive data before sending

How It Works

Paste your feedback — one review, email, or complaint per line, or separated by blank lines — or upload an exported CSV or Excel of reviews and tickets. The agent reads across all of it, finds the patterns, counts how often each one shows up, and pulls the exact quotes that prove the theme is real.

You get back the recurring themes ranked by signal strength, the verbatim quotes behind each, and a short "do these 3 things this week" list. Output is available in English, Spanish, and French.

Important: Themes are generated from the feedback you provided. Read the verbatim quotes yourself before acting.

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