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Use Firecrawl and Vapi to deeply analyze website content, extract key data, and automatically generate refined API requests. Latenode's visual editor and JavaScript nodes unlock custom data transformation and affordable scaling for complex web scraping workflows.
Connect Firecrawl and Vapi in minutes with Latenode.
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In the workspace, click the βCreate New Scenarioβ button.

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

Select the Firecrawl node from the app selection panel on the right.

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

Firecrawl
β
Vapi
Now, click the Vapi node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Vapi settings. Authentication allows you to use Vapi through Latenode.
Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.
Use various Latenode nodes to transform data and enhance your integration:

JavaScript
β
AI Anthropic Claude 3
β
Vapi
Trigger on Webhook
β
Firecrawl
β
β
Iterator
β
Webhook response
After configuring Firecrawl, Vapi, and any additional nodes, donβt 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.
Run the scenario by clicking βRun onceβ and triggering an event to check if the Firecrawl and Vapi integration works as expected. Depending on your setup, data should flow between Firecrawl and Vapi (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Firecrawl + Vapi + Google Sheets: Firecrawl extracts website data. Vapi sends an SMS when changes are detected. The changes are logged in a Google Sheet.
Firecrawl + Vapi + Discord bot: Firecrawl detects website status changes. Vapi sends an SMS alert for critical outages. Discord bot then notifies the team in a dedicated channel.
About Firecrawl
Use Firecrawl in Latenode to extract structured data from websites at scale. Monitor product prices, track competitors, or collect research data automatically. Unlike standalone scrapers, Latenode lets you integrate scraped data into complex workflows with custom logic and direct API connections, all without code.
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About Vapi
Use Vapi in Latenode to validate and standardize address data. Ensure accurate deliveries and prevent errors by cleaning addresses directly within your workflows. Vapi integration inside Latenode makes data cleaning repeatable and scalable without extra coding. Automate address verification as part of lead gen, order processing, or CRM upkeep.
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How can I connect my Firecrawl account to Vapi using Latenode?
To connect your Firecrawl account to Vapi on Latenode, follow these steps:
Can I automate lead enrichmentusing Firecrawl and Vapi integration?
Yes, you can! Use Latenode to automatically trigger Vapi with data from Firecrawl. Enrich leads at scale and ensure accurate, up-to-date contact information for your sales teams.
What types of tasks can I perform by integrating Firecrawl with Vapi?
Integrating Firecrawl with Vapi allows you to perform various tasks, including:
Can I use JavaScript to extend Firecrawl's scraping capabilities on Latenode?
Yes! Latenode lets you use JavaScript code blocks to manipulate Firecrawl data or customize extraction logic before sending to Vapi.
Are there any limitations to the Firecrawl and Vapi integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: