> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://zuora.ferndocs.com/_mcp/server. # AI agent capabilities > Use the Zuora-integrated AI agent in Experience Builder to design, build, and update Experiences Studio pages and components using natural-language requests, live Zuora data, and uploaded design references. Use the Zuora-integrated AI agent in Experience Builder to design, build, and update Experiences Studio pages and components using natural-language requests, live Zuora data, and uploaded design references. Experience Builder includes a Zuora-integrated AI agent designed specifically for building in Experiences Studio. It is grounded in the current Studio context, routed to an Experiences specialist agent, and connected to product-owned tools that can safely inspect and modify projects, pages, and components. The AI agent can help teams: * Build Zuora-integrated components and pages out of the box, including components such as **View invoices** and **Pay invoices**, and pages such as **Product Display Page**, using supported Zuora components, data bindings, queries, and API-aware workflows. * Investigate the right Zuora APIs to use, validate responses, and connect live Zuora data into the UI with less manual setup. * Generate new pages, create reusable components, and update existing experiences from natural-language requests. * Build non-Zuora-specific components and pages, so teams can use the same agent for broader experience creation beyond Zuora-specific scenarios. * Use uploaded design references such as images or PDFs to guide planning and generation of new experiences. * Produce Experiences-native output that remains fully editable in the visual builder after generation. * Handle responsive layouts, follow-up edits, and built-in loading states, error states, and fallbacks as part of the generated experience. This makes Experience Builder useful not only for visual page creation, but also for building intelligent, task-oriented experiences that combine UI, data, and action execution. > **Note** > > After the AI agent generates or updates an interaction, test the interaction before continuing. Testing after each Agent change helps you validate the result, identify failures, and troubleshoot the affected interaction. See [how to test Agent-generated interactions](/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/test-agent-generated-interactions). > Use the Zuora-integrated AI agent in Experience Builder to design, build, and update Experiences Studio pages and components using natural-language requests, live Zuora data, and uploaded design references. ## Docs - [AI Agent usage](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage.md): Use the Experience Builder Agent to create and configure pages, components, and interactions that display live tenant data based on clear, task-focused prompts. - [Create pages and components using AI Agent](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/create-pages-and-components-using-ai-agent.md): Learn how to use the AI Agent to create pages, add components, and verify the resulting site changes. - [Connect and test Agent-generated navigation using AI Agent](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/connect-and-test-agent-generated-navigation.md): Learn how to verify that Agent-generated navigation controls open the correct pages and update any incorrect links. - [Retrieve and verify tenant data using AI Agent](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/retrieve-and-verify-tenant-data.md): Learn how to use the MCP connection to retrieve tenant data and verify that the returned records and values match Billing and display correctly. - [Correct data not displayed using AI Agent](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/correct-data-not-displayed-using-ai-agent.md): Learn how to fix issues where an AI Agent returns data but the component does not display it correctly. - [Review and clean up Agent-generated queries](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/review-and-clean-up-agent-generated-queries-using-ai-agent.md): Learn how to review and remove empty, unused, or duplicate Agent-generated queries to ensure only required queries remain in use. - [Test Agent-generated interactions](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/test-agent-generated-interactions.md): Learn how to troubleshoot and validate Agent-generated interactions when a page fails after an Agent change. - [Recover from a recent Agent change](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/recover-from-a-recent-agent-change.md): Learn how to use undo and redo options to recover or reapply recent Agent changes and verify the project state. - [Restore a known-good version](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/restore-a-known-good-version.md): Learn how to restore a previously published version of the Agent that was known to work before unsuccessful changes. - [Start a new Agent chat](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/ai-agent-usage/start-a-new-agent-chat.md): Learn how to use a new Agent chat to refine a previous prompt and generate improved results. - [Troubleshooting the Agent](https://zuora.ferndocs.com/docs/platform/extensibility/experience-builder/how-experience-builder-helps/ai-agent-capabilities/troubleshooting-the-agent.md): Use this table to diagnose common Agent issues, identify likely causes, and apply recommended fixes.