---
name: ai-journey-audit-ai-search-optimization
description: Run this skill to audit follow up citation gaps and patch existing pages before publishing new content.
---

# AI Journey Audit Skill for Follow Up Citation Gaps

## When to use

Use this when your team ranks for core queries but still gets skipped in AI answers, and you need a repeatable weekly method to find and fix missing follow up passages.

## Steps

1. Pick one revenue query cluster and define 10 to 15 follow up prompts.
2. Score existing pages for retrieval clarity against each prompt.
3. Record missing passages by content type: customer story, pricing context, and support article.
4. Patch one page in each content type with direct, extractable answer passages.
5. Re test after 14 days and log wins, losses, and no-change results.
6. Roll forward to the next query cluster and repeat the same audit loop.

## Examples

Example prompt groups from the workflow: fit, proof, objections, integration, and implementation.

Example first sprint output from the post:
- Add a short vertical case block to a customer story page.
- Add a budget fit paragraph to pricing context.
- Add one troubleshooting passage to a support article.

Example cadence from the post: block 90 minutes on Tuesday morning, test 12 prompts against current assets, then ship three passage patches in one sprint.

## Notes

Skip net-new posts first and prioritize passage patches first. This method is designed for small teams that can only protect a few focused hours per week.