KI-gestütztes Abrufen von Google Maps-Geschäftsdaten und Export in Tabellen

• •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
• •Google Sheets API-Anmeldedaten

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              "removed": false,
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        "content": "\n### Overview\n\nThis workflow automates the discovery, extraction, enrichment, and storage of business information from **Google Maps** search queries using AI tools, scrapers, and Google Sheets.\n\nIt is ideal for:\n\n* Lead generation agencies\n* Local business researchers\n* Digital marketing firms\n* Automation & outreach specialists\n\n---\n\n### 🔧 Tools & APIs Used\n\n* **Google Maps Search (via HTTP)**\n* **Custom JavaScript Parsing**\n* **URL Filtering & De-duplication**\n* **Google Sheets (Read/Write)**\n* **APIFY Actor** for business scraping\n* **LangChain AI Agent** (OpenRouter - Gemini 2.5)\n* **n8n Built-in Logic** (Loops, Conditions, Aggregators)\n\n---\n\n### 🧠 Workflow Summary\n\n1. **Trigger**\n   The automation starts via schedule (every hour).\n\n2. **Read Queries from Google Sheet**\n   Loads unprocessed keywords from a Google Sheet tab named `keywords`.\n\n3. **Loop Through Keywords**\n   Each keyword is used to search Google Maps for relevant businesses.\n\n4. **Extract URLs**\n   JavaScript parses HTML to find all external website URLs from the search results.\n\n5. **Clean URLs**\n   Filters out irrelevant domains (e.g., Google-owned, example.com, etc.), and removes duplicates.\n\n6. **Loop Through URLs**\n   For each URL:\n\n   * Checks if it already exists in the Google Sheet (to prevent duplication).\n   * Calls the **APIFY Actor** to extract full business data.\n   * Optionally uses **AI Agent (Gemini)** to provide detailed insight on the business, including:\n\n     * Services, About, Market Position, Weaknesses, AI suggestions, etc.\n   * Converts the AI result (text) to a structured JSON object.\n\n7. **Save to Google Sheet**\n   Adds all extracted and AI-enriched business information to a separate tab (`Sheet1`).\n\n8. **Mark Queries as Processed**\n   Updates the original row in `keywords` to avoid reprocessing.\n\n---\n\n### 🗃️ Output Fields Saved\n\nThe following information is saved per business:\n\n* Business Name, Website, Email, Phone\n* Address, City, Postal Code, Country, Coordinates\n* Category, Subcategory, Services\n* About Us, Opening Hours, Social Media Links\n* Legal Links (Privacy, Terms)\n* Logo, Languages, Keywords\n* **AI-Generated Description**\n* Google Maps URL\n\n---\n\n### 📈 Use Cases\n\n* Build a **prospect database** for B2B cold outreach.\n* Extract **local SEO insights** per business.\n* Feed CRMs or analytics systems with **enriched business profiles**.\n* Automate market research for **regional opportunity detection**.\n\n---\n\n### 📩 Want a Similar Workflow?\n\nIf you’d like a custom AI-powered automation like this for your business or agency, feel free to contact me:\n\n**📧 [msaidwolfltd@gmail.com](mailto:msaidwolfltd@gmail.com)**\n\n\n\n"
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