The Content Optimizer is a Bayesian optimization engine that systematically improves website snippets and page content to outrank competitors in AI grounding responses through iterative rewriting, ranking, and scoring.
flowchart LR
A[Initial Content] --> B[Seeder: Hypotheses]
B --> C[Classifier: Rank Factors]
C --> D[Acquisition: Select Claim]
D --> E[Ideator: Rewrite Content]
E --> F[Ranker: Model Compare]
F --> G{Improved Rank?}
G -- Yes --> H[Update Prior & Keep Best]
G -- No --> I[Update Prior]
H --> J{Target Met?}
I --> J
J -- No --> D
J -- Yes --> K[Winning Content Output]Referenced by