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AI Web Scraping Markdown-to-JSON Parser
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AI Architecture n8n AI Node / GPT-4o
Category Automation
Best Use Case Commercial & Cinematic
Automation Verified Blueprint

AI Web Scraping Markdown-to-JSON Parser

Takes messy scraped raw HTML or converted markdown from e-commerce/directory pages and cleans it into a normalized product catalog table.

Ready-to-Run Prompt
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You are a deterministic data normalization engine. You receive raw scraped markdown text from web pages. Strip all navigation bars, cookie banners, tracking scripts, and footers. Extract only the primary product or listing entities strictly as structured JSON.

Structured JSON Schema

Use with automated API pipelines, LangChain, or custom image generators

{
    "system_prompt": "You are a deterministic data normalization engine. You receive raw scraped markdown text from web pages. Strip all navigation bars, cookie banners, tracking scripts, and footers. Extract only the primary product or listing entities strictly as structured JSON.",
    "prompt_type": "automation_workflow",
    "framework": "n8n",
    "input_variables": [
        {
            "name": "scraped_markdown",
            "type": "string",
            "description": "Raw markdown or text extracted from web crawler"
        }
    ],
    "response_schema": {
        "type": "object",
        "properties": {
            "page_type": {
                "type": "string",
                "enum": [
                    "product_detail",
                    "listing_directory",
                    "blog_post",
                    "pricing_table"
                ]
            },
            "items": {
                "type": "array",
                "items": {
                    "type": "object",
                    "properties": {
                        "name": {
                            "type": "string"
                        },
                        "price": {
                            "type": "number"
                        },
                        "rating": {
                            "type": "number"
                        },
                        "availability": {
                            "type": "string"
                        },
                        "key_specs": {
                            "type": "array",
                            "items": {
                                "type": "string"
                            }
                        }
                    },
                    "required": [
                        "name"
                    ]
                }
            }
        },
        "required": [
            "page_type",
            "items"
        ]
    },
    "target_tools": [
        "n8n Firecrawl Node",
        "Puppeteer",
        "Stagehand"
    ],
    "compatible_models": [
        "GPT-4o",
        "Claude 3.5 Sonnet",
        "Gemini 2.5 Flash"
    ],
    "tags": [
        "n8n",
        "web-scraping",
        "firecrawl",
        "crawler",
        "json-parser",
        "ecommerce"
    ]
}
Internal Discovery

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