How to connect Firecrawl and Bubble
Create a New Scenario to Connect Firecrawl and Bubble
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 Bubble will be your first step. To do this, click "Choose an app," find Firecrawl or Bubble, 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.

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.
Add the Bubble Node
Next, click the plus (+) icon on the Firecrawl node, select Bubble from the list of available apps, and choose the action you need from the list of nodes within Bubble.

Firecrawl
⚙

Bubble

Authenticate Bubble
Now, click the Bubble node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Bubble settings. Authentication allows you to use Bubble through Latenode.
Configure the Firecrawl and Bubble 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 Firecrawl and Bubble 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
⚙
AI Anthropic Claude 3
⚙

Bubble
Trigger on Webhook
⚙
Firecrawl
⚙
⚙
Iterator
⚙
Webhook response

Save and Activate the Scenario
After configuring Firecrawl, Bubble, 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 Bubble integration works as expected. Depending on your setup, data should flow between Firecrawl and Bubble (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 Bubble
Firecrawl + Airtable + Bubble: Scrape website data using Firecrawl, save the scraped data to Airtable, and then display and manage this data within a Bubble web application.
Bubble + Firecrawl + Google Sheets: When new content is created in Bubble, use Firecrawl to extract additional data related to that content. Then, add the initial content and the extracted data to a new row in Google Sheets.
Firecrawl and Bubble 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.
Similar apps
Related categories

About Bubble
Use Bubble's visual builder inside Latenode for flexible no-code apps within your automation workflows. Trigger flows based on Bubble events or update Bubble data from other services. Automate complex logic using JavaScript or AI, and scale your apps affordably thanks to Latenode's execution-time pricing and API-first design.
Similar apps
Related categories
See how Latenode works
FAQ Firecrawl and Bubble
How can I connect my Firecrawl account to Bubble using Latenode?
To connect your Firecrawl account to Bubble 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 Bubble accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate content scraping to update my Bubble database?
Yes, you can! Latenode's visual editor makes it simple to automate Firecrawl data extraction and seamlessly update your Bubble database, saving hours of manual data entry.
What types of tasks can I perform by integrating Firecrawl with Bubble?
Integrating Firecrawl with Bubble allows you to perform various tasks, including:
- Automatically updating Bubble with new product data from Firecrawl scrapes.
- Triggering Bubble workflows based on changes in Firecrawl scraped content.
- Populating Bubble databases with Firecrawl-extracted competitor pricing data.
- Using Firecrawl to monitor website changes and notify Bubble users.
- Building real-time dashboards in Bubble based on Firecrawl data feeds.
How does Latenode handle large-scale Firecrawl data into Bubble?
Latenode offers robust scaling options using serverless functions and batch processing to efficiently handle large volumes of Firecrawl data and update your Bubble app seamlessly.
Are there any limitations to the Firecrawl and Bubble integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Complex Firecrawl configurations may require advanced Latenode workflow design.
- Rate limits imposed by Firecrawl and Bubble can affect workflow execution.
- Bubble database updates are subject to Bubble's platform limitations.