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The Content Optimizer operates through a sequential progression consisting of Phase 1: Fixture Assembly, Phase 2: Baseline Scoring, Phase 3: Claim Seeding, and Phase 4: Optimization Loop.

sequenceDiagram
    participant FA as Phase 1: Fixture Assembly
    participant BS as Phase 2: Baseline Scoring
    participant CS as Phase 3: Claim Seeding
    participant OL as Phase 4: Optimization Loop
    FA->>BS: Competitor fixtures and target
    BS->>CS: Baseline rank and rationale
    CS->>OL: Seeded claims and Beta priors
    loop Each Round
        OL->>OL: Select Claim (Acquisition)
        OL->>OL: Craft Variant (Ideator)
        OL->>OL: Score Rank (Ranker)
        OL->>OL: Update Beta Posteriors
    end

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