How to connect Google Dialogflow ES and Toggl Track
Create a New Scenario to Connect Google Dialogflow ES and Toggl Track
In the workspace, click the “Create New Scenario” button.

Add the First Step
Add the first node – a trigger that will initiate the scenario when it receives the required event. Triggers can be scheduled, called by a Google Dialogflow ES, triggered by another scenario, or executed manually (for testing purposes). In most cases, Google Dialogflow ES or Toggl Track will be your first step. To do this, click "Choose an app," find Google Dialogflow ES or Toggl Track, and select the appropriate trigger to start the scenario.

Add the Google Dialogflow ES Node
Select the Google Dialogflow ES node from the app selection panel on the right.

Google Dialogflow ES
Configure the Google Dialogflow ES
Click on the Google Dialogflow ES node to configure it. You can modify the Google Dialogflow ES URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Toggl Track Node
Next, click the plus (+) icon on the Google Dialogflow ES node, select Toggl Track from the list of available apps, and choose the action you need from the list of nodes within Toggl Track.

Google Dialogflow ES
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Toggl Track

Authenticate Toggl Track
Now, click the Toggl Track node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Toggl Track settings. Authentication allows you to use Toggl Track through Latenode.
Configure the Google Dialogflow ES and Toggl Track Nodes
Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.
Set Up the Google Dialogflow ES and Toggl Track Integration
Use various Latenode nodes to transform data and enhance your integration:
- Branching: Create multiple branches within the scenario to handle complex logic.
- Merging: Combine different node branches into one, passing data through it.
- Plug n Play Nodes: Use nodes that don’t require account credentials.
- Ask AI: Use the GPT-powered option to add AI capabilities to any node.
- Wait: Set waiting times, either for intervals or until specific dates.
- Sub-scenarios (Nodules): Create sub-scenarios that are encapsulated in a single node.
- Iteration: Process arrays of data when needed.
- Code: Write custom code or ask our AI assistant to do it for you.

JavaScript
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AI Anthropic Claude 3
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Toggl Track
Trigger on Webhook
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Google Dialogflow ES
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Iterator
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Webhook response

Save and Activate the Scenario
After configuring Google Dialogflow ES, Toggl Track, and any additional nodes, don’t forget to save the scenario and click "Deploy." Activating the scenario ensures it will run automatically whenever the trigger node receives input or a condition is met. By default, all newly created scenarios are deactivated.
Test the Scenario
Run the scenario by clicking “Run once” and triggering an event to check if the Google Dialogflow ES and Toggl Track integration works as expected. Depending on your setup, data should flow between Google Dialogflow ES and Toggl Track (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect Google Dialogflow ES and Toggl Track
Google Dialogflow ES + Toggl Track + Google Sheets: When a user interacts with a Google Dialogflow ES chatbot and the intent is matched to billable hours, Toggl Track creates a time entry. The details of this time entry, including project, duration, and description, are then added as a new row to a Google Sheet for client billing.
Toggl Track + Google Dialogflow ES + Slack: When a new time entry is created in Toggl Track, the description is checked for specific keywords from a chatbot conversation (via Google Dialogflow ES intent detection, used to identify conversation details). If the keyword is present, a Slack message is sent to a specified channel, notifying the team about the time entry.
Google Dialogflow ES and Toggl Track integration alternatives
About Google Dialogflow ES
Use Google Dialogflow ES in Latenode to build smart chatbots and automate customer service tasks. Connect Dialogflow to your databases, CRMs, or other apps for personalized responses. Create visual workflows that handle complex conversations without code, adding custom logic with JavaScript where needed. Scale your AI-powered interactions using Latenode's flexible automation platform.
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About Toggl Track
Track time in Toggl Track, then use Latenode to automatically log hours to project management tools or generate invoices. Pull Toggl Track data into reports and dashboards, or trigger notifications based on time entries. Automate billing and project tracking; build custom flows around your Toggl Track data.
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FAQ Google Dialogflow ES and Toggl Track
How can I connect my Google Dialogflow ES account to Toggl Track using Latenode?
To connect your Google Dialogflow ES account to Toggl Track on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Google Dialogflow ES and click on "Connect".
- Authenticate your Google Dialogflow ES and Toggl Track accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automatically track billable hours from customer inquiries?
Yes, with Latenode! Automatically create Toggl Track time entries from Google Dialogflow ES intents, ensuring accurate billing and efficient project management. Leverage Latenode's no-code blocks for streamlined automation.
What types of tasks can I perform by integrating Google Dialogflow ES with Toggl Track?
Integrating Google Dialogflow ES with Toggl Track allows you to perform various tasks, including:
- Log support ticket resolution time in Toggl Track using Dialogflow ES data.
- Create Toggl Track project entries from new Google Dialogflow ES conversation topics.
- Update task descriptions in Toggl Track based on user input in Dialogflow ES.
- Start a Toggl Track timer when a specific intent is triggered in Dialogflow ES.
- Generate reports in Toggl Track based on data collected via Google Dialogflow ES.
HowsecureistheGoogleDialogflowESconnectiononLatenode?
Latenode uses secure OAuth authentication.Data transmission is encrypted,and credentials arenever storedon our servers,ensuring Google Dialogflow ES data privacy.
Are there any limitations to the Google Dialogflow ES and Toggl Track integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Complex Dialogflow ES entities might require custom JavaScript for optimal data mapping.
- Toggl Track API rate limits apply, potentially affecting high-volume workflows.
- Initial setup requires familiarity with both Google Dialogflow ES and Toggl Track concepts.