How do I turn scan gaps into a concrete project plan?

The AI visibility scan is a starting measurement, not a promise of results. Use the gaps it highlights to build a practical action list you can verify after you implement changes. Focus on the items the parent mentioned: factual consistency, coverage of important customer questions, completeness of service and location information, quality of visual examples, structured outputs, crawlability, and whether test prompts retrieve the correct approved facts. Record a baseline, make the changes, then repeat the same checks and report what improved. Citation or recommendation frequency can be seen as a secondary signal, but it should never be sold as guaranteed because external readers control their own retrieval and response choices.