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Customer Review Analysis

Available nowRetail

Read the reviews you supply and structure what they say.

Analyses customer reviews and feedback that you paste or upload, grouping themes and evidence. No review platform is connected and no rating is generated.

Hi — I'm your customer review analysis. Read the reviews you supply and structure what they say.

Tell me what you're working on and I'll take it from there. If I need a couple of details to do it properly, I'll ask.

For example:

  • Group hundreds of reviews into themes
  • Draft responses to recurring complaints

How to use this product

What it does

Analyses customer reviews and feedback that you paste or upload, grouping themes and evidence. No review platform is connected and no rating is generated.

When to use it

Use it when you need: group hundreds of reviews into themes

Expected inputs

  • · Reviews or feedback (required)
  • · Reviews to answer (required)
  • · File upload (optional) — text/plain, text/markdown, text/csv, application/json, application/pdf, up to 8 MB

Expected outputs

  • · Analyse themes: formatted text — Group the feedback.
  • · Draft responses: formatted text — Reply to reviewers.
What it can do
  • · Theme grouping
  • · Evidence quotes
  • · Issue prioritisation
  • · Response drafts
Access and pricing
AccessFree trial
PricingCommercial plans coming soon
Sign-upNot required to try
Your work historyKept in this browser
Technical details
ExecutionInteractive
ProviderLovable AI Gateway
Modelgoogle/gemini-3.6-flash
Commercial priorityP1 · Highest commercial impact
Payment railNot connected
DeliveryGuest execution access

Use cases

Group hundreds of reviews into themes

Draft responses to recurring complaints

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