graph TD A[Start: Input Channel URL] --> B[Extract Structured Data] B --> C[Channel Basic Metrics] C --> D[Oracle: Get Extended Info] D --> E[Extended Channel Details] E --> F[Brainstorm Keywords] F --> G[Niche Keywords List] G --> H[Oracle: Find Similar Channels] H --> I[Top 5 Similar Channels] C --> J[Data Consolidation] E --> J G --> J I --> J J --> K[Final Output] subgraph Silo1[Channel Data Extraction] B C D E end subgraph Silo2[Niche & Similar Channels] F G H I end subgraph Silo3[Consolidation] J K end