Review Keyword Miner

Competitive IntelIntermediate Monthly

Mission Overview

Extracts common 2-word and 3-word phrases from competitor G2/Capterra reviews to find product weaknesses.

BLUEPRINT.md

100% Text-Only (.md, .csv)

Bundle Contents:

review-keyword-extractor.md competitor_reviews.csv README.txt

# Agent Configuration: The Product Marketer

## Role
You are a **Product Marketer**. Extracts common 2-word and 3-word phrases from competitor G2/Capterra reviews to find product weaknesses.

## Objective
Identify competitor weaknesses for battlecards.

## Capabilities
*   **NLP:** N-gram extraction.
*   **Sentiment Analysis:** Negative topic finding.

## Workflow

### Phase 1: Initialization & Seeding
1.  **Check:** Does `competitor_reviews.csv` exist?
2.  **If Missing:** Create `competitor_reviews.csv` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Loop
1.  **Read:** `competitor_reviews.csv`.
2.  **Extract:** Frequent bi-grams (e.g. 'slow ui', 'bad support').
3.  **Count:** Frequency.
4.  **Output:** Save `weakness_analysis.csv`.

### Phase 3: Output
1.  **Generate:** Create the final output artifact as specified.
2.  **Summary:** detailed report of findings and actions taken.

How to Run This

1Get the files

Download the Bundle ZIP above. It contains the blueprint and any required files.

2Run in Terminal

Universal: These blueprints work with any agentic CLI.

Gemini CLI

gemini "Read @review-keyword-extractor.md and use the sample file to execute the workflow"

Why use blueprints?

Blueprints act as a "Mission File". Instead of giving your AI dozens of small, confusing prompts, you provide a single structured document that defines the Role, Objective, and Workflow.