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Publish Response

Publish Response

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2 mins READ

Publish Response sends a text message to the user from within an automation. Use it to deliver a result, provide a status update, or surface the output of an earlier step — such as an LLM-generated reply or an extracted document field — in the conversational interface.

Overview

Publish Response is a one-way output step: it pushes a message to the user and continues without waiting for a reply. The message content supports dynamic values from prior steps, so you can compose a response that includes LLM-generated text, slot values, crawled content, or any other run-time data. For situations where you need structured user input in return, use Publish Interface instead.

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Screenshot_2026-08-29_at_5.25.59_PM_1.png

Input

Field

Description

Required*

Message

The text content to send to the user. Supports static text and dynamic values from prior steps — for example, the response from a Call LLM Model with Options node or a value collected by Collect Slots.

Yes

interface_payload_loader

The underlying field that loads and holds the message content shown as Message in the Input tab. It is populated dynamically from the node's built-in interface definition (__ua__publish_response_interface) and carries the actual text — static or interpolated from prior steps — that gets published to the user.

Yes

Screenshot_2026-08-29_at_5.26.06_PM_1.png
Screenshot_2026-08-29_at_5.26.06_PM_1.png

Output

The node returns one value:

  • Status — the delivery status of the message, confirming that the message was sent to the conversational interface.

Notes

  • Publish Response does not wait for a user reply. The automation continues to the next step immediately after the message is sent. If you need to collect a response, use Collect Slots or Publish Interface.

  • The Message field accepts dynamic values — interpolate output from any earlier step to personalize or contextualize the message.

  • Use Publish Response for plain text output. If you need the user to interact with a form or select from options, use Publish Interface instead.

  • Multiple Publish Response nodes can appear in a single automation to send messages at different stages of a flow — for example, a status update at the start and a summary at the end.

FAQs

Does Publish Response wait for the user to read the message before continuing?

No. The node sends the message and immediately passes control to the next step. The automation does not pause for acknowledgment.

What is the difference between Publish Response and Publish Interface?

Publish Response sends a plain text message and does not collect any input. Publish Interface renders an interactive form and waits for the user to submit it before the automation continues. Use Publish Response for output-only steps and Publish Interface when you need structured input back from the user.

Can I send multiple messages in sequence?

Yes — add multiple Publish Response nodes at different points in your automation. Each one sends its message as the run reaches that step.