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

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Authenticate Telegram bot api
Now, click the Telegram bot api node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Telegram bot api settings. Authentication allows you to use Telegram bot api through Latenode.
Configure the Firecrawl and Telegram bot api 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 Telegram bot api 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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Telegram bot api
Trigger on Webhook
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Firecrawl
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Webhook response

Save and Activate the Scenario
After configuring Firecrawl, Telegram bot api, 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 Telegram bot api integration works as expected. Depending on your setup, data should flow between Firecrawl and Telegram bot api (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 Telegram bot api
Firecrawl + Telegram bot api + Google Sheets: This integration monitors a website using Firecrawl, specifically searching for changes. When changes are detected via the Firecrawl Scrape Website action (simulating a monitoring check), the updates are sent to a Telegram group (simulated) and also logged into a Google Sheet for record-keeping using the Add Single Row action.
Telegram bot api + Firecrawl + Slack: Since there is no direct Telegram trigger, this flow will use a Slack trigger instead. When a New Message Posted to Channel is detected, Firecrawl crawls a specified URL using the Crawl URL action and sends a summary of the crawled website to a dedicated Slack channel for quick review using Send Public Channel Message.
Firecrawl and Telegram bot api 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 Telegram bot api
Use Telegram Bot API in Latenode for automated notifications, data collection, or custom commands within your workflows. Trigger actions from Telegram or send alerts based on other app events. Low-code setup and visual editor make automating Telegram easy, and you only pay for execution time in Latenode.
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FAQ Firecrawl and Telegram bot api
How can I connect my Firecrawl account to Telegram bot api using Latenode?
To connect your Firecrawl account to Telegram bot api 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 Telegram bot api accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I get notified of website changes via Telegram?
Yes, easily! Latenode lets you monitor Firecrawl for changes and instantly send alerts to Telegram. Enjoy real-time notifications without coding, keeping you informed about critical updates.
What types of tasks can I perform by integrating Firecrawl with Telegram bot api?
Integrating Firecrawl with Telegram bot api allows you to perform various tasks, including:
- Monitoring competitor website changes and receiving instant Telegram alerts.
- Sending daily website SEO performance reports to a Telegram channel.
- Notifying users via Telegram when specific products are back in stock.
- Creating a Telegram bot that delivers summaries of crawled website content.
- Automatically sharing new blog posts on websites via Telegram channels.
Can I filter data from Firecrawl before sending it to Telegram bot api?
Yes, with Latenode you can use JavaScript code or AI-powered blocks to filter Firecrawl data and only send relevant information to Telegram, optimizing your alerts.
Are there any limitations to the Firecrawl and Telegram bot api integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Large data transfers may be subject to rate limits from Firecrawl and Telegram.
- Custom JavaScript code requires basic programming knowledge for advanced filtering.
- Complex workflows with many steps can consume more Latenode execution units.