The Content Optimizer runs an iterative Bayesian optimization loop that crafts and tests modified grounding snippets against competitor pages to isolate the specific rank factors that lift a target URL's position in AI-generated answers.
flowchart TD
A[Seed Hypotheses] --> B[Acquisition Selection<br/>Thompson Sampling]
B --> C[Ideator<br/>Draft Edit]
C --> D[Ranker<br/>Evaluate vs Competitors]
D --> E[Bayesian Update<br/>Alpha / Beta]
E --> F{Rank 1 or<br/>Converged?}
F -- No --> B
F -- Yes --> G[Optimal Grounding<br/>Snippet]Referenced by