# Performance and compliance mapping for OpenAI

Understand how performance and compliance data maps to OpenAI fields.

## Performance Signals

If using `popularity_score` or `return_rate`, you must create Variant-level Attributes for these fields. The Attribute types must be [AttributeNumberType](/urn?urn=ctp%3Aapi%3Atype%3AAttributeNumberType).

The values of these Attributes can be calculated based on your business logic, such as [Review](/urn?urn=ctp%3Aapi%3Atype%3AReview) and [Order](/urn?urn=ctp%3Aapi%3Atype%3AOrder) data.

| OpenAI Field | Related commercetools field | Required | Mapping Logic |
| --- | --- | --- | --- |
| `popularity_score` | `variant.attributes["popularity_score"]` | Optional | You can calculate this based on sales data, or use `Product.reviewRatingStatistics.averageRating`. For example, `4.7` |
| `return_rate` | `variant.attributes["return_rate"]` | Optional | You can calculate this based on return information of specific products. The result should be a percentage. For example: `2%`. |

## Compliance

If using `warning`/`warning_url` or `age_restriction`, you must create Variant-level Attributes for these fields. The `warning`/`warningUrl` field must be an [AttributeTextType](/urn?urn=ctp%3Aapi%3Atype%3AAttributeTextType), and the `ageRestriction` field must be an [AttributeNumberType](/urn?urn=ctp%3Aapi%3Atype%3AAttributeNumberType).

| OpenAI Field | Related commercetools field | Required | Mapping Logic |
| --- | --- | --- | --- |
| `warning` / `warning_url` | `variant.attributes.warning` `variant.attributes.warningUrl` | Optional | Include any product warnings or other necessary information. For example: `Contains lithium battery` or `CA Prop 65 warning`. |
| `age_restriction` | `variant.attributes.ageRestriction` | Optional | The minimum age required to purchase the product. For example: `21`. |

## Related pages

- [Area overview page with navigation](/agentic-commerce.md)