The Content Optimizer conducts iterative Bayesian snippet optimization against model re-rankers to identify high-performing phrasing under a structured Rank Factor taxonomy.

flowchart LR
    A[Scraped Content] --> B[Extractive Snippet]
    B --> C[Ideator Iteration]
    C --> D[Re-ranker Evaluation]
    D --> E{Rank Improved?}
    E -- Yes --> F[Update Posterior & Adopt]
    E -- No --> G[Adjust Beta Distribution]
    G --> C