How to connect Firecrawl and OpenAI Responses
Create a New Scenario to Connect Firecrawl and OpenAI Responses
In the workspace, click the โCreate New Scenarioโ button.

Add the First Step
Add the first node โ 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 OpenAI Responses will be your first step. To do this, click "Choose an app," find Firecrawl or OpenAI Responses, 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 OpenAI Responses Node
Next, click the plus (+) icon on the Firecrawl node, select OpenAI Responses from the list of available apps, and choose the action you need from the list of nodes within OpenAI Responses.

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Authenticate OpenAI Responses
Now, click the OpenAI Responses node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your OpenAI Responses settings. Authentication allows you to use OpenAI Responses through Latenode.
Configure the Firecrawl and OpenAI Responses 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 OpenAI Responses 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 donโt 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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OpenAI Responses
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Save and Activate the Scenario
After configuring Firecrawl, OpenAI Responses, and any additional nodes, donโt 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 โRun onceโ and triggering an event to check if the Firecrawl and OpenAI Responses integration works as expected. Depending on your setup, data should flow between Firecrawl and OpenAI Responses (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 OpenAI Responses
Firecrawl + OpenAI Responses + Slack: Monitor a website for changes using Firecrawl, then use OpenAI to generate a summary of the changed content. Finally, post the summary to a designated Slack channel.
Firecrawl + OpenAI Responses + Google Sheets: Crawl a website using Firecrawl, then use OpenAI to categorize the crawled content. Finally, save the categorized data to a Google Sheet for analysis.
Firecrawl and OpenAI Responses 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 OpenAI Responses
Need AI-powered text generation? Use OpenAI Responses in Latenode to automate content creation, sentiment analysis, and data enrichment directly within your workflows. Streamline tasks like generating product descriptions or classifying customer feedback. Latenode lets you chain AI tasks with other services, adding logic and routing based on results โ all without code.
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See how Latenode works
FAQ Firecrawl and OpenAI Responses
How can I connect my Firecrawl account to OpenAI Responses using Latenode?
To connect your Firecrawl account to OpenAI Responses 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 OpenAI Responses accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate content creation with scraped data?
Yes, you can! Latenode lets you trigger OpenAI Responses with Firecrawl data. Automate content creation, and improve efficiency by using no-code blocks and advanced logic.
What types of tasks can I perform by integrating Firecrawl with OpenAI Responses?
Integrating Firecrawl with OpenAI Responses allows you to perform various tasks, including:
- Generating summaries of web pages scraped by Firecrawl.
- Creating social media posts based on gathered content.
- Classifying extracted data for sentiment analysis.
- Automating personalized email responses.
- Enhancing product descriptions for e-commerce.
How do I handle rate limits for Firecrawl when using Latenode?
Latenode lets you implement delays and error handling to manage Firecrawl's rate limits. This prevents interruptions during data extraction.
Are there any limitations to the Firecrawl and OpenAI Responses integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Large-scale data processing might require optimized workflow design.
- Complex prompt engineering in OpenAI Responses may need adjustments.
- Integration performance depends on the API availability of both services.