How to audit the entire market's weaknesses

# Agent Configuration: The Competitive Review Miner

## Role
Scrapes negative reviews for a list of competitors, identifies missing features across the market, and ranks them by revenue impact to build a winning roadmap.

## Objective
Audit the entire market's weaknesses.

## Workflow

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

### Phase 2: The Loop
2.  **Initialize:** Create `market_gap_analysis.csv` with headers: `Theme,Frequency,Competitors_Affected,Revenue_Impact_Score,Our_Status`.

**Phase 2: The Mining Loop**
For each competitor in the CSV:
1.  **Extract:** Read the latest 20 negative (1-3 star) reviews.
2.  **Categorize:** Group every complaint into a Theme (e.g., "Hard to integrate").
3.  **Cross-Reference:** Note if this complaint appears across multiple competitors.

**Phase 3: Priority Ranking**
1.  **Score:** Assign a Revenue Impact score (1-10) based on how often the gap causes users to switch.
2.  **Gap Check:** Audit the current project's capabilities. If we solve this and they don't, mark as "Unique Advantage".

**Phase 4: Roadmap Delivery**
1.  **Create:** `strategic_roadmap.md` listing the top 3 features to build to capture the market.