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How to connect Google AI and Firecrawl
Create a New Scenario to Connect Google AI and Firecrawl
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 Google AI, triggered by another scenario, or executed manually (for testing purposes). In most cases, Google AI or Firecrawl will be your first step. To do this, click "Choose an app," find Google AI or Firecrawl, and select the appropriate trigger to start the scenario.
Add the Google AI Node
Select the Google AI node from the app selection panel on the right.
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Configure the Google AI
Click on the Google AI node to configure it. You can modify the Google AI URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Firecrawl Node
Next, click the plus (+) icon on the Google AI node, select Firecrawl from the list of available apps, and choose the action you need from the list of nodes within Firecrawl.
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Authenticate Firecrawl
Now, click the Firecrawl node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Firecrawl settings. Authentication allows you to use Firecrawl through Latenode.
Configure the Google AI and Firecrawl 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 Google AI and Firecrawl 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 Google AI, Firecrawl, 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 Google AI and Firecrawl integration works as expected. Depending on your setup, data should flow between Google AI and Firecrawl (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect Google AI and Firecrawl
Firecrawl + Google AI + Airtable: Crawl a website using Firecrawl, then use Google AI (Gemini) to analyze the content of the crawled website and extract relevant insights. Finally, store these insights in Airtable for reporting and analysis.
Firecrawl + Google AI + Google Sheets: Crawl a website using Firecrawl, utilize Google AI (Gemini) to summarize the crawled content, and then save the summarized content to a Google Sheet for easy access and review.
Google AI and Firecrawl integration alternatives
About Google AI
Use Google AI in Latenode to add smarts to your workflows. Process text, translate languages, or analyze images automatically. Unlike direct API calls, Latenode lets you combine AI with other apps, add logic, and scale without code. Automate content moderation, sentiment analysis, and more.
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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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See how Latenode works
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FAQ Google AI and Firecrawl
How can I connect my Google AI account to Firecrawl using Latenode?
To connect your Google AI account to Firecrawl on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Google AI and click on "Connect".
- Authenticate your Google AI and Firecrawl accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I analyze crawled content using Google AI for sentiment?
Yes, with Latenode! Automate sentiment analysis of Firecrawl data using Google AI. Latenode's visual editor simplifies workflow creation, saving valuable development time.
What types of tasks can I perform by integrating Google AI with Firecrawl?
Integrating Google AI with Firecrawl allows you to perform various tasks, including:
- Summarizing content extracted by Firecrawl using Google AI's models.
- Translating crawled text into multiple languages automatically.
- Classifying web pages based on content and sentiment analysis.
- Identifying key themes and topics in web content.
- Generating marketing copy from competitor website analysis.
How do I handle large datasets from Firecrawl in Google AI flows?
Latenode efficiently handles large datasets via streaming and batch processing. Process extensive Firecrawl data with Google AI without performance bottlenecks.
Are there any limitations to the Google AI and Firecrawl integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Google AI has rate limits that can impact high-volume workflows.
- Firecrawl's crawling speed depends on target website restrictions.
- Complex data transformations may require custom JavaScript code.
