The Content Optimizer generates strategic claims from search competitor data, iteratively applies line-level edits through a Bayesian acquisition loop, and tests variants against a re-ranking judge to maximize organic visibility.
flowchart TD
A[Competitor SERP & Content] --> B[Seeder: Generate Claims]
B --> C[Classifier: Map to Taxonomy]
C --> D[Acquisition: Select Claim]
D --> E[Ideator: Craft Edit/Snippet]
E --> F[Ranker: Evaluate Variant vs Competitors]
F --> G{Rank Improved?}
G -- Yes: Reward=1 --> H[Update Posterior & Advance Best]
G -- No: Reward=0 --> H
H --> I{Halt Condition Met?}
I -- No --> D
I -- Yes --> J[Winning Content Brief & Insights]