Dineway Content GEO Optimize

Optimize an exact Dineway Draft Revision for AI extraction and citation. This is deeper than the GEO component inside normal dineway-content-optimize; it produces an independent typed GEO Result and never replaces SEO/GEO Content Score or publication gates.

Inputs

• Current Pipeline Run, GEO Job, Assignment, Attempt, and accepted input Result versions.
• Exact CMS collection, content ID, Draft Revision ID, revision token, and schema fingerprint.
• Accepted Research, Brief, Draft, and Optimization Results plus their observations.
• Current Site Context, byline profile, cited sources, structured fields, and AI Visibility evidence.

Stop on stale Assignment, Draft drift, missing required input Result, or unverifiable material claim.

Method