AI Search Remediation Plan

Turn audit findings into execution-ready work.

Workflow

1. Group findings by outcome: discovery, parsing, citation, content, trust, and conversion.
2. Rank each item by impact, effort, risk, and dependency.
3. Convert the top items into tickets or checklist steps.
4. Include acceptance criteria and verification for each item.
5. Mark work that needs owner approval, policy decisions, credentials, CMS access, or legal review.

Output

• Priority roadmap
• Issue-sized tasks
• Acceptance criteria
• Verification commands or manual checks
• Owner decisions and blockers