graph TD A[User Input: Business Type & Location] --> B[BusinessSearch Subagent] B --> C[Raw Business Data] C --> D[DataFormatter Subagent] D --> E[JSON-Structured Data] E --> F[SpreadsheetGenerator Subagent] F --> G[Final Excel File] H[Crescent Technical Branding] --> F subgraph Search Process B --> |Oracle Ask #224| C end subgraph Format Process D --> |LLM #223| E end subgraph Excel Creation F --> |Text Writer #190| G end