Extract Web Page Data Workflow

This workflow asks an AI node to read a URL, use the Web Page to Markdown Tool, and return the main points of the page content.

Preview

JSON

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                "dataSource": {
                    "value": {
                        "text": "What does https://theconversation.com/aliens-might-exist-but-there-are-three-reasons-why-theyre-not-visiting-us-283984 say?",
                        "files": []
                    },
                    "type": "markdown"
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Node Configuration

• Data Source
  • Input: "What does https://theconversation.com/aliens-might-exist-but-there-are-three-reasons-why-theyre-not-visiting-us-283984 say?"
• AI Data Processing
  • Model: gemma4:31b-cloud
  • Max Tool Retries: 3
  • Purpose: Interprets the request, calls the page-reading tool, and summarizes the result.
• Web Page to Markdown Tool
  • Reads the target URL in a real browser, follows redirects, dismisses common consent screens, and returns cleaned Markdown.
• Data Flow Spy
  • Output: Displays the AI-generated summary of the fetched page content.

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Steps

1. Provide the URL request: The workflow begins with a Data Source node containing a natural-language request about a specific web page.
2. Call the page-reading tool: The AI Data Processing node decides that it needs the Web Page to Markdown Tool and passes the URL to it.
3. Fetch and normalize the article: The tool opens the page in Chromium, follows redirects, handles common consent walls, extracts the main content, and converts it to Markdown.
4. Summarize the result: The AI node reads the returned Markdown and produces a concise answer describing what the page says.
5. Inspect the output: The Data Flow Spy node shows the final response for debugging or reuse.

Common Use Cases

1. Summarizing a single article found through a search workflow.
2. Reading redirect-heavy links such as Google News read/ URLs.
3. Turning long-form web content into structured text before feeding it into later workflow steps.

Best Practices

• Prefer direct article URLs when available, even though the tool can handle many redirects.
• Keep maxToolRetries enabled so the AI has room to retry when a page initially fails to load.
• Use Data Flow Spy while tuning prompts so you can inspect whether the AI is summarizing the page content or merely restating the input.