MarketEngine - SEO decision-system proof

What this proves

System behavior and guardrails

• Groups keywords by SERP overlap
• Matches owned pages before recommending new content
• Joins crawler and competitor evidence
• Blocks traffic claims when evidence is weak

Project scope

MarketEngine

Internal system for deciding whether an SEO task is worth doing before it becomes a ticket.

Private data and credentials are intentionally omitted. The architecture and operator surface are shown only where they support the implementation claim.