Flow Builder: build conversational flows visually

Conversa Labs

Conversa Labs

Last updated on Jun 27, 2026

Overview

The Flow Builder is the ConversaLabs visual builder for conversational flows. Instead of writing code, you assemble the dialogue by connecting nodes on a canvas: a message leads to an option menu, which leads to a condition, which can call an API and take different paths based on the contact's reply.

It's the right tool when automation needs multiple steps and interaction β€” menu self-service, lead qualification, scheduling, data capture, and integrations β€” beyond what a simple rule can do.

Prerequisites

  • The Flow Builder module enabled for your account (an optional capability, enabled by plan/flag). If it isn't in the menu, talk to an administrator.
  • Admin permission to create and publish flows.
  • An inbox (for example, WhatsApp) where the flow will be triggered.
  • For nodes that depend on other modules (Payments, Follow-ups, CRM, Contracts), the matching module must be active.

Step by step

  1. Open the Flow Builder and create a new flow (you can start from a gallery template).
  2. Configure the flow trigger (the event that starts it) in the start node.
  3. Drag nodes from the palette onto the canvas and connect them to draw the conversation path.
  4. Configure each node in the side panel (message text, menu options, condition rule, request URL, etc.).
  5. Use variables to store and reuse the contact's replies and integration data.
  6. Test the flow (there are request-testing and session-trace tools) and publish it.

Settings & options

Most-used node types:

Node What it's for
Text message Sends text to the contact.
Option menu Presents buttons or a list for the contact to choose from.
Media Sends an image, video, audio, or document.
Condition Takes different paths based on a rule/variable.
HTTP request Calls an external API and uses the response in the flow.
A/B variation Splits traffic across paths to test messages.
Payment Creates/sends a charge and waits for payment (Payments module).
Follow-up Enrolls or cancels the contact in a sequence (Follow-ups module).
Contract Sends a contract for signature (Contracts module).
  • Variables: capture replies and API data and reuse them in messages and conditions.
  • Template gallery: start from a ready-made flow and adapt it.
  • Testing and session trace: validate behavior before publishing.

Use cases

  • Menu self-service: the contact picks a topic and is routed to the right team.
  • Lead qualification: a sequence of questions that store answers in variables and the CRM.
  • Scheduling and billing: collect data, create a charge, and confirm after payment.
  • Integration: look up an order via an HTTP request and reply with the status to the customer.

Tips, limits & best practices

  • Sketch the flow on paper before building β€” map the paths and exit points.
  • Always offer a path to talk to a human; not everything should stay automated.
  • Test every path, including unexpected replies from the contact.
  • Watch out for loops and excessive messages (WhatsApp anti-ban best practices).
  • Keep flows short and focused β€” split very large flows into reusable parts.

Troubleshooting

  • I don't see the Flow Builder: the module may not be enabled for the account or your role.
  • The flow doesn't start: check the trigger and that the flow is published and bound to the right inbox.
  • The flow stops midway: a node likely has no exit path for the reply received β€” cover every option and add a default path.
  • The HTTP request failed: use the request tester to check the URL, headers, and response.

See also