---
sourceDocument: Australia ServiceNow AI Platform Capabilities
sourceDocumentLink: https://servicenow-prod.fluidtopics.net/r/de-DE/servicenow-platform

 Release :

    - australia

ft:locale :

    - de-DE

ft:publication_title :

    - Australia ServiceNow AI Platform Capabilities

ft:clusterId :

    - platcap

bundleId :

    - platcap

workflow :

    - Platform


---

# Optimize clustering recommendations

# Optimizing API organization with clustering recommendations in API Insights {#ariaid-title1}

* Freigeben Version: Australia
* 
* Aktualisiert 12. März 2026
* 
* ![](https://www.servicenow.com/docs/portal-asset/ico-clock) 1 Minute Lesedauer

Use clustering recommendations to organize and group related API components, improving the efficiency and accuracy of API management.

The API clustering recommendations feature analyzes unlinked API components and proposes clusters likely belonging to the same API. Each recommendation includes a cluster concept, size, and quality score. By accepting a
recommendation, you can link the components to an existing API or create another API record, improving data organization and management.

As a CMDB administrator, you can:

* [View API clustering recommendations](https://servicenow-prod.fluidtopics.net/a4bh3ohdfYYEexoqEjV2pg "Use machine learning-based suggestions to group related API components, improving the organization and mapping of APIs within the system.").
* [Accept clustering recommendations](https://servicenow-prod.fluidtopics.net/IYY0O06QKvixn8WGvJj47A "Associate API components with an API record by accepting clustering recommendation in the API Insights workspace.").
{#api-insights-cluster-recomm__ul_vrz_1f2_ncc}