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

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Scrapeless
Authenticate Scrapeless
Now, click the Scrapeless node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Scrapeless settings. Authentication allows you to use Scrapeless through Latenode.
Configure the Firecrawl and Scrapeless 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 Scrapeless 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
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AI Anthropic Claude 3
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Scrapeless
Trigger on Webhook
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Firecrawl
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Firecrawl, Scrapeless, 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 Scrapeless integration works as expected. Depending on your setup, data should flow between Firecrawl and Scrapeless (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 Scrapeless
Firecrawl + Google Sheets: Monitors product prices on websites using Firecrawl, then logs the price and any changes into a Google Sheet for tracking and analysis.
Scrapeless + Slack: When Scrapeless detects errors during website scraping, immediately send an alert to the web development team on Slack.
Firecrawl and Scrapeless 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 Scrapeless
Use Scrapeless in Latenode to extract structured data from websites without code. Scrape product details, news, or social media feeds, then pipe the data into your Latenode workflows. Automate lead generation, price monitoring, and content aggregation. Combine Scrapeless with Latenode's AI nodes for smarter data processing.
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See how Latenode works
FAQ Firecrawl and Scrapeless
How can I connect my Firecrawl account to Scrapeless using Latenode?
To connect your Firecrawl account to Scrapeless 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 Scrapeless accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate content aggregation from multiple sites?
Yes, you can! Latenode allows you to visually orchestrate Firecrawl and Scrapeless for content aggregation. Benefit from automated data flows and advanced logic for powerful results.
What types of tasks can I perform by integrating Firecrawl with Scrapeless?
Integrating Firecrawl with Scrapeless allows you to perform various tasks, including:
- Automatically archiving website content changes over time.
- Monitoring competitor pricing across e-commerce sites.
- Building custom datasets for AI model training purposes.
- Extracting product data and enriching it with reviews.
- Tracking news articles related to specific keywords.
What Firecrawl data can Latenode access and transform?
Latenode accesses all data Firecrawl scrapes, enabling flexible transformations using JavaScript, AI, and no-code tools for customized data flows.
Are there any limitations to the Firecrawl and Scrapeless integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Large-scale data processing may require optimized workflows.
- Complex website structures can affect extraction accuracy.
- Real-time scraping is subject to target website limitations.