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Aggregate and process scraped website data in real time by connecting Firecrawl to Google Cloud Pub\Sub. Latenode's visual editor simplifies complex data pipelines, offering JavaScript support and affordable scaling for enterprise-grade web intelligence.
Connect Firecrawl and Google Cloud Pub\Sub 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 Google Cloud Pub\Sub will be your first step. To do this, click "Choose an app," find Firecrawl or Google Cloud Pub\Sub, 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 Google Cloud Pub\Sub from the list of available apps, and choose the action you need from the list of nodes within Google Cloud Pub\Sub.

Firecrawl
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Google Cloud Pub\Sub
Now, click the Google Cloud Pub\Sub node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Google Cloud Pub\Sub settings. Authentication allows you to use Google Cloud Pub\Sub 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
Google Cloud Pub\Sub
Trigger on Webhook
β
Firecrawl
β
β
Iterator
β
Webhook response
After configuring Firecrawl, Google Cloud Pub\Sub, 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 Google Cloud Pub\Sub integration works as expected. Depending on your setup, data should flow between Firecrawl and Google Cloud Pub\Sub (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Firecrawl + Google Cloud Pub\Sub + Slack: When Firecrawl detects an issue with a crawled website, it publishes a message to a Google Cloud Pub/Sub topic. This message then triggers a Slack notification to a designated channel, alerting the team to the critical website error.
Firecrawl + Google Sheets: Firecrawl extracts website data according to a specified extraction rule. The extracted data is then added as a new row in a Google Sheets spreadsheet for analysis.
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 Google Cloud Pub\Sub
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How can I connect my Firecrawl account to Google Cloud Pub\Sub using Latenode?
To connect your Firecrawl account to Google Cloud Pub\Sub on Latenode, follow these steps:
Can I trigger Pub/Sub messages from new Firecrawl data?
Yes, you can! Latenode's visual interface makes it easy to trigger Google Cloud Pub/Sub messages whenever Firecrawl discovers new or updated data. Stream website changes instantly!
What types of tasks can I perform by integrating Firecrawl with Google Cloud Pub\Sub?
Integrating Firecrawl with Google Cloud Pub\Sub allows you to perform various tasks, including:
How do I handle errors during Firecrawl data extraction in Latenode?
Latenode provides robust error handling. You can configure workflows to catch Firecrawl errors and send notifications or retry failed crawls automatically.
Are there any limitations to the Firecrawl and Google Cloud Pub\Sub integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: