flowchart TD
    A[LLM Grounded Response] --> B[Metadata & Source Extraction]
    B --> C[URL & Link Parsing]
    B --> D[In-Text Citation Parsing]
    C --> E[Domain Normalization]
    D --> E
    E --> F[Brand & Competitor Domain Rules]
    F --> G{Attribution Match?}
    G -->|Owned Domain| H[Owned Citation Credit]
    G -->|Competitor Domain| I[Competitor Citation Credit]
    G -->|Unmatched / Other| J[Third-Party Reference]
    H --> K[Citation Share Aggregation]
    I --> K
    J --> K
    K --> L[AI Visibility & Engine Metrics]