Firecrawl and Google Cloud Pub\Sub Integration

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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.

Swap Apps

Firecrawl

Google Cloud Pub\Sub

Step 1: Choose a Trigger

Step 2: Choose an Action

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How to connect Firecrawl and Google Cloud Pub\Sub

Create a New Scenario to Connect Firecrawl and Google Cloud Pub\Sub

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 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.

Add the Firecrawl Node

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

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Firecrawl

Configure the 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.

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Run node once

Add the Google Cloud Pub\Sub Node

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.

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Firecrawl

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Google Cloud Pub\Sub

Authenticate 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.

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Firecrawl

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Configure the Firecrawl and Google Cloud Pub\Sub Nodes

Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.

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The action ID

Run node once

Set Up the Firecrawl and Google Cloud Pub\Sub 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.
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Save and Activate the Scenario

After configuring Firecrawl, Google Cloud Pub\Sub, 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 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.

Most powerful ways to connect Firecrawl and Google Cloud Pub\Sub

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.

Firecrawl and Google Cloud Pub\Sub integration alternatives

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.

About Google Cloud Pub\Sub

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FAQ Firecrawl and Google Cloud Pub\Sub

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:

  • Sign in to your Latenode account.
  • Navigate to the integrations section.
  • Select Firecrawl and click on "Connect".
  • Authenticate your Firecrawl and Google Cloud Pub\Sub accounts by providing the necessary permissions.
  • Once connected, you can create workflows using both apps.

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:

  • Publishing new website data to a messaging queue for real-time processing.
  • Triggering alerts based on changes detected by Firecrawl.
  • Storing crawled data in a data warehouse via Pub/Sub.
  • Creating real-time dashboards reflecting website changes.
  • Automating content distribution workflows using crawled data.

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:

  • Large data volumes may require optimizing workflow design for efficiency.
  • Complex Firecrawl configurations might need custom JavaScript blocks.
  • Pub/Sub message size limits apply as per Google Cloud's specifications.

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