AI Coding Workflows
How to turn Search Console data into a Codex repair prompt
A strong repair prompt starts with evidence, not a broad request to improve SEO.
Problem
Code agents need precise pages, symptoms, acceptance criteria, and constraints.
Symptoms
- The prompt asks for generic SEO improvements.
- The agent changes unrelated files.
- No one can verify whether the change worked.
How to diagnose
- Attach the affected query and page rows.
- Name the exact issue and expected outcome.
- Define files, constraints, and verification checks.
How to fix
- Write one task per fix.
- Include crawl/search evidence.
- Add acceptance criteria and local test commands.
How Search Lighthouse helps
Search Lighthouse creates implementation briefs that can be copied into Codex, Cursor, Claude Code, or markdown workflows.
Related guides
How to give Cursor SEO tasks without breaking routes
SEO fixes often touch metadata, routing, links, and templates, so agent instructions need boundaries.
How to create implementation-ready SEO fix plans
A fix plan turns diagnosis into prioritized, trackable work.
How to verify whether an AI-coded SEO fix worked
Verification closes the loop between a shipped code change and search growth evidence.