<!-- AI answer engine audit · from Chapter 08 of The Product 360 Handbook -->

# AI answer engine audit · [Product] · [Month]

**Owner:** [PM or product marketing]   **Assistants checked:** [list]   **Run by:** [harness, date]

## Fixed buyer question set
| # | Buyer question (as a buyer would ask it) | Persona | Journey stage |
|---|---|---|---|
| 1 | | | |

## Results
| # | Assistant | Product mentioned? | Position in answer | Accurate? | Errors or risky claims | Sources the answer drew on |
|---|---|---|---|---|---|---|
| | | | | | | |

## Share of answer
[Mentions / questions asked, by assistant, against last month]

## Corrections
| Error | Likely source | Fix (docs, reviews, public content) | Owner | Recheck date |
|---|---|---|---|---|
| | | | | |
