graph TD
A[Start Final Aggregator & Reporter] --> B[Collect Input Data]
B --> C[Gather Niche List]
B --> D[Gather Keyword Data]
B --> E[Gather Product Data]
C --> F[Data Aggregation Task]
D --> F
E --> F
F --> G[Format Data - Skill #223]
G --> H[Generate Spreadsheet Structure]
H --> I[Create Columns]
I --> I1[Niche Rank/Label]
I --> I2[Primary Keywords]
I --> I3[Long-tail Keywords]
I --> I4[Product Names/IDs]
I --> I5[Metrics Data]
I1 --> J[Complete Spreadsheet]
I2 --> J
I3 --> J
I4 --> J
I5 --> J
J --> K[Generate Summary - Skill #223]
K --> L[Create Analysis Report]
L --> L1[Top Niches Overview]
L --> L2[Competition Analysis]
L --> L3[ROI Considerations]
L --> L4[Strategic Recommendations]
L1 --> M[Final Summary Document]
L2 --> M
L3 --> M
L4 --> M
J --> N[Combine Deliverables]
M --> N
N --> O[Final Output Package]