> For the complete documentation index, see [llms.txt](https://docs.stackai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.stackai.com/workflow-builder/outputs.md). # Outputs Output nodes define what your workflow produces — text responses, images, action calls, or rendered documents. Connect an output node to the final step of your workflow to surface results to the user or downstream system. ### In this section

Topic	Page
Output Node Return text or structured data to the user interface or API caller.	/spaces/FSlso1Kjob5CLDrh0dVn/pages/DvCoTR6JmJjsUmquQmtH
Image Node Generate or return an image as the workflow output.	/spaces/FSlso1Kjob5CLDrh0dVn/pages/a8WoGfH0StFJywgH1zxQ
Action Node Trigger an action in a connected app as the final step.	/spaces/FSlso1Kjob5CLDrh0dVn/pages/Dm31MgnDl0Mj9OxKlI7k
Audio Node Return synthesized speech or an audio file.	/spaces/FSlso1Kjob5CLDrh0dVn/pages/cyXkd8nA9ght5nC4puCo
Template Node Render a document or formatted output using a template.	/spaces/FSlso1Kjob5CLDrh0dVn/pages/1K0V8gzkQQlcNSWeSvMA

### Pick the right output for your use case * Returning a chat response or data payload? Use the [**Output Node**](/workflow-builder/outputs/output-node.md). * Generating a report or formatted document? Use the [**Template Node**](/workflow-builder/outputs/template-node.md). * Writing to a connected app (CRM, ticketing, etc.)? Use the [**Action Node**](/workflow-builder/outputs/action-node.md). --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.stackai.com/workflow-builder/outputs.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.