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    Review to Marketing Insight Extractor

    by Roy Yuen

    2

    Turn raw customer reviews into evidence-grounded marketing reports, customer language banks, and JSON insights.

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    See it in action

    You say

    Analyze the 50 reviews in g2-export.csv for Acme Studio. Identify recurring language and objections to help us draft a new 'Power User' landing page.

    Your agent does

    Marketing Insights

    Customer Language

    • "Game-changer for my workflow" (Mentioned 12x)

    Key Objections

    • High learning curve for non-devs

    Angle: "The Power User's Secret"

    Use customer's exact phrasing: "Finally, an agent that doesn't just hallucinate." [Source: G2 Review #42]

    What you get

    Build a 'voice of customer' language bank for high-converting ad copy.Identify common friction points and objections to improve landing page FAQs.Extract structured JSON data from live review URLs using built-in scraping.Segment your audience based on actual product usage mentioned in testimonials.

    About this skill

    What it does

    This skill transforms raw customer feedback into a data-driven marketing strategy. Unlike generic copywriters, it acts as a qualitative data scientist, processing CSVs, JSON files, or live URLs to extract grounded insights. It identifies recurring customer language, hidden objections, and winning message angles to build a high-conversion marketing foundation.

    How it works

    The skill follows a deterministic workflow: it validates and deduplicates input, redacts sensitive PII, and then perform deep thematic analysis. It generates two primary artifacts: a structured insights.json for programmatic use and a polished marketing-insights.md report for stakeholders.

    Supported tools

    • Python/PowerShell: Ready for CLI-based automation.
    • Data Sources: Supports CSV/JSON exports and schema.org JSON-LD web scraping.
    • Frameworks: Optimized for agentic workflows using OpenClaw.

    Why use this skill?

    Prompting an AI yourself often leads to "hallucinated" marketing fluff. This skill enforces rigorous evidence-grounded analysis, ensuring every recommendation is backed by actual customer snippets. It handles the "boring" parts—cleaning data, redacting IDs, and structured formatting—so you can focus on strategy.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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