Overview
If buyers are asking AI tools for recommendations in your category, the only question is whether you show up. This audit gives you a score and a fix list.
Key takeaways
KEY TAKEAWAYS
- 01Visibility breaks down into entity clarity, citation surface, and answer-shaped content.
- 02Most brands fail on entity clarity first.
- 03Fixing one layer at a time beats rewriting everything.
How the audit scores you
Run 25 buyer queries across the four major LLMs. Score: cited, mentioned, missing. Track over time as a single visibility index.
The three visibility layers
Entity: does the model know what you do, for whom, and where you sit in the category. Citation: does your content surface in retrieval. Answer: is your content shaped for the answer the model is trying to give.
Checklist
CHECKLIST
0/6What's next
Use The AI Search Visibility Checklist For B2B Brands to fix the gaps the audit surfaces.