How to connect Firecrawl and Airparser
Create a New Scenario to Connect Firecrawl and Airparser
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 Airparser will be your first step. To do this, click "Choose an app," find Firecrawl or Airparser, 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 Airparser Node
Next, click the plus (+) icon on the Firecrawl node, select Airparser from the list of available apps, and choose the action you need from the list of nodes within Airparser.

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Authenticate Airparser
Now, click the Airparser node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Airparser settings. Authentication allows you to use Airparser through Latenode.
Configure the Firecrawl and Airparser 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 Airparser 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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AI Anthropic Claude 3
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Airparser
Trigger on Webhook
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Webhook response
Save and Activate the Scenario
After configuring Firecrawl, Airparser, 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 Airparser integration works as expected. Depending on your setup, data should flow between Firecrawl and Airparser (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 Airparser
Firecrawl + Airparser + Google Sheets: Firecrawl extracts data from a website, Airparser parses specific details from the extracted data, and Google Sheets logs the parsed information for analysis and reporting.
Firecrawl + Airparser + Slack: Firecrawl scrapes website data. Airparser then parses the data for specific keywords. If these keywords are found, a Slack message is sent to a specified channel with the details.
Firecrawl and Airparser 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.
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About Airparser
Airparser in Latenode extracts data from PDFs, emails, and documents. Automate data entry by feeding parsed content directly into your CRM or database. Use Latenode's logic functions to validate or transform data, then trigger actions like sending notifications or updating records. Scale document processing without complex code.
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See how Latenode works
FAQ Firecrawl and Airparser
How can I connect my Firecrawl account to Airparser using Latenode?
To connect your Firecrawl account to Airparser 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 Airparser accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I extract pricing from scraped e-commerce sites?
Yes, you can! Latenode enables parsing Firecrawl's data into Airparser, automating price monitoring. Plus, use JavaScript blocks for advanced calculations.
What types of tasks can I perform by integrating Firecrawl with Airparser?
Integrating Firecrawl with Airparser allows you to perform various tasks, including:
- Automatically extract product details from scraped websites.
- Enrich scraped data with parsed information for analysis.
- Monitor pricing changes on e-commerce platforms.
- Build a database of competitor information.
- Automate content extraction for market research.
How does Latenode handle large Firecrawl datasets?
Latenode's scalable architecture efficiently processes extensive Firecrawl datasets. Batch processing and optimized memory usage ensure smooth workflows.
Are there any limitations to the Firecrawl and Airparser integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Rate limits of Firecrawl and Airparser apply.
- Complex website structures may require advanced parsing logic.
- Initial setup requires a basic understanding of both applications.