LogoClawIndex
CasesSkillsAbout
LogoClawIndex

review-audit - Extract ad insights from customer reviews

Analyzes customer reviews to extract customer language, pain points, desires, failed solutions, objections, purchase triggers, transformations, and ad-ready phrases.

Tags

Updated: 2026-10-12

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Count provided reviews
  • Group reviews by product
  • Score review quality
  • Filter low-quality reviews
  • Extract pain-point themes
  • Extract desire themes
  • Extract failed-solution themes
  • Extract objection themes
  • Extract purchase-trigger themes
  • Extract transformation themes
  • Identify ad-ready language
  • Write product audit files
  • Write persona files

Inputs

  • Review CSV files
  • Pasted reviews
  • Uploaded reviews
  • Review source label
  • Product attribution

Outputs

  • Review audit file
  • Persona files with trigger moments
  • Review source labels
  • Product review counts
  • Incentivized-review shares
  • Minimum-count status message

Requirements

  • Brain workspace access
  • At least 100 reviews
  • Standard review CSV schema

Source

  • Spec: SKILL.md

ClawIndex

OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

Index

Skills·
Cases

Meta

About·
Disclaimer·
Email·
GitHub
© 2026 ClawIndex All Rights Reserved.
customer reviews
voice of customer
review analysis
ad research
customer insights
persona research
Count provided reviews
Group reviews by product
Score review quality
Filter low-quality reviews
Review CSV files
Pasted reviews
Uploaded reviews
Review audit file
Persona files with trigger moments
Review source labels