AI Coding Workflows
How to create implementation-ready SEO fix plans
A fix plan turns diagnosis into prioritized, trackable work.
Problem
Audit findings are often too broad to ship and too vague to verify.
Symptoms
- The report lists issues but no owner can act.
- Tasks do not have priority.
- Verification is left for later.
How to diagnose
- Group findings by page, template, and evidence type.
- Rank P0/P1/P2 impact.
- Assign a verification method to each task.
How to fix
- Create one fix plan per report.
- Write tasks with expected implementation shape.
- Track status from open to verified fixed.
How Search Lighthouse helps
Search Lighthouse models Report = Diagnosis, Fix Plan = Treatment, Fix Task = Action, and Verification = Proof.
Related guides
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How to give Cursor SEO tasks without breaking routes
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How to verify whether an AI-coded SEO fix worked
Verification closes the loop between a shipped code change and search growth evidence.