| # KB: Market Research Agent | |
| The **Market Research Agent** is designed to provide authors and publishers with data-driven insights into specific book niches and market trends. | |
| ## Core Capabilities | |
| - **Trend Identification**: Analyzes current high-performing topics and sub-genres. | |
| - **Competitive Intelligence**: Evaluates successful titles in the same niche (pricing, covers, blurbs). | |
| - **Audience Profiling**: Defines the ideal reader, their demographics, and their motivations. | |
| - **Keyword Optimization**: Suggests high-traffic keywords for Amazon (KDP) and Google Search. | |
| ## Workflow Integration | |
| The Market Research Agent should be called at the very beginning of a project (The "Discovery Phase") and periodically during the writing process to ensure the book remains commercially viable. | |
| ## Tool Function | |
| - **Function**: `perform_market_research(niche: str)` | |
| - **Output**: A comprehensive report covering trends, competitors, audience, and keywords. | |
| - **AI Engine**: Powered by Llama-3-8B-Instruct for high-fidelity market analysis. | |