The Content Optimizer uses a Bayesian acquisition strategy over a two-level rank factor taxonomy to iteratively propose, edit, and re-rank page snippets and full pages against competing search results.
flowchart TD
A[SERP & Competitor Scraping] --> B[Seeder: Hypotheses Generation]
B --> C[Classifier: 2-Level Factor Taxonomy]
C --> D[Ideator: Line-Level Edits]
D --> E[Ranker: Score vs Competitors]
E --> F[Bayesian Update: Beta Distribution]
F -->|Iterate / Optimize| D
F -->|Converged| G[Optimized Page & Content Brief]Referenced by