Workflow Templates

This workflow automates the extraction of SEO metadata (URL, page title, and meta description) from every page listed in your website's sitemap and exports it to Google Sheets. Ideal for SEO audits, content inventories, and tracking on-page elements. Prerequisites Before using this workflow: A publicly accessible sitemap.xml URL Google Sheets spreadsheet with columns: URL, Title, and meta description Google Sheets API access via OAuth2 Setup Instructions 1. Configure Sitemap Source In the "Get Sitemap XML" node, replace the default URL with your actual sitemap URL 2. Connect Google Sheets Open the "Append or update row in sheet" node Configure Google Sheets credentials Set Document ID and Sheet Name Verify column mappings match your spreadsheet 3. Adjust Rate Limiting (Optional) Modify Wait nodes if encountering 429 errors Increase delay between requests if needed How It Works Trigger: Manual workflow execution Sitemap Fetch: Retrieve sitemap.xml file URL Parsing: Extract all URLs from sitemap Batch Processing: Process URLs in manageable batches Data Extraction: Scrape title and meta description from each page Data Merge: Combine URL with extracted metadata Sheet Update: Append or update rows in Google Sheets using URL as a unique key Features Duplicate Prevention**: Uses appendOrUpdate with URL matching Rate Limiting**: Built-in delays between requests Flexible Processing**: Handles sitemaps of various sizes Easy Customization**: Modify code nodes for additional data extraction Use Cases SEO audits of title and description tags Content migration planning Website content inventory management Ongoing SEO monitoring and reporting

Tired of manually checking your YouTube Studio every day just to see how your channel is performing? This workflow is your solution. It automates the entire process of gathering your channel's key statistics and delivers a beautiful, easy-to-read performance report directly to your Telegram chat on a schedule you set. Stay updated on your channel's growth without lifting a finger. How it Works This workflow runs on a custom schedule to give you consistent updates. Scheduled Trigger**: The workflow kicks off automatically at your chosen interval (e.g., every Monday at 6 AM). Fetch Channel Data: It makes a series of requests to the **YouTube Data & Analytics APIs to gather the latest statistics on: Channel Summary (views, watch time, subscribers, etc.) Top Performing Videos Audience Traffic Sources Audience Demographics Process & Format**: The raw data from the APIs is merged and transformed into a clean, human-readable format using Markdown and emojis. Send Telegram Report**: The final formatted summary is sent as a message to your specified Telegram chat, giving you an instant overview of your channel's performance. Setup Steps You'll need to configure credentials for Google and Telegram to get started. Configure Google API Credentials: Create an OAuth 2.0 Client ID from the Google Cloud Console. Make sure to enable the YouTube Analytics API and YouTube Data API v3. In n8n, create new Google API credentials using your Client ID and Client Secret, ensuring you add the required YouTube scopes. Configure Telegram Credentials: Create a new Telegram bot using BotFather to get your API token. Add the token to the Telegram node's credentials. Customize the Workflow: Adjust the Schedule node to set how often you want to receive the report. In the Telegram node, enter the Chat ID for the person or group you want to send the report to.

AI-Powered Product Video Generator (Foreplay + Gemini + Sora 2) Sign Up For Foreplay HERE Automatically generate personalized, cinematic-quality product videos using Foreplay’s ad data, Google Gemini AI for creative prompts, and Sora 2 for text-to-video generation. Who’s it for? Perfect for marketers, brand managers, or creators who want to produce quick, high-quality video ads without manual scripting or editing. How it works Fetch product data and related competitor videos from Foreplay. Use Gemini AI to generate creative text-to-video prompts. Send the prompt and image to Kie.ai to generate a short, cinematic product video. Save the finished video automatically to Google Drive. How to set up Connect your Foreplay, Google Drive, Gemini, and Kie.ai credentials. Set your product image folder's permission (Google Drive) as public. Add your API keys inside the Set Workflow Credentials node. Then run the workflow manually to generate your first video ad!

Personalized Weather Assistant with Google Calendar, WeatherAPI, AI & Telegram This workflow automates the delivery of a personalized daily agenda by combining events from Google Calendar with real-time local weather conditions. Using AI-powered summarization and Telegram integration, users receive a friendly and motivating message every morning everything needed to plan the day effectively. Perfect for professionals or individuals who want an overview of their schedule and weather in one place. 🛠️ Key Features Triggered automatically every morning by schedule Fetches Google Calendar events for today and tomorrow Retrieves weather conditions (temperature, humidity, wind, UV index) using WeatherAPI based on event location Uses AI Agent to generate a concise, human-friendly agenda summary Sends the summary via Telegram bot If no location is available, delivers a simplified agenda without weather 🔧 Requirements Google Calendar OAuth2 credentials connected to n8n WeatherAPI key (weatherapi.com) Telegram Bot Token and user chat_id OpenRouter API Key (openrouter.ai) 🧩 Setup Instructions Timezone Adjust timezone in the Set Timezone node Google Calendar Add Google Calendar OAuth2 credentials Set your primary calendar ID in the Get many events node WeatherAPI Replace the API key in the HTTP Request node with your WeatherAPI key OpenRouter Create credentials in n8n and connect them to the OpenRouter Chat Model nodes Telegram Add your bot token and chat_id to both Telegram nodes Deploy Activate the workflow You’ll start receiving personalized daily Telegram messages

How it works Fetches a blog post HTML from your blog URL using an HTTP request node Extracts readable content using Cheerio (code node) Saves the raw blog text to Airtable Translates the content to a language of your choice using Google Translate Updates the same Airtable record with the translated version in a different column Set up steps Estimated setup time:** 15–20 minutes (includes connecting Airtable and Google Translate credentials) You’ll need an Airtable base with HTML and TRANSLATED fields Or use this pre-made base: Airtable Template Simply add your blog post URL inside the HTTP Request node

Create UGC Style Product Ad Video via Telegram + Gemini + Kie.ai’s Veo3.1 API Who’s it for For creators, marketers, and e-commerce sellers who want to instantly generate short UGC-style product videos from a simple Telegram message — no manual editing or video skills required. How it works / What it does This workflow automatically turns a Telegram photo and caption into a 30-second UGC-style video ad using AI. A user sends a photo + caption on Telegram. Gemini AI reads the caption and image to generate a realistic UGC script with tone, benefits, and call-to-action. The photo and script are sent to Kie.ai’s Veo3.1 API, which creates a high-quality vertical video (9:16) using the image and narration. Once rendered, the finished video ad is automatically sent back to the Telegram chat. How to set up Connect your Telegram Bot credentials. Add your Google Gemini API key in the Gemini node. Create a Kie.ai account and obtain your Veo3.1 API key. Paste the key in the HTTP Request nodes where required. Activate the workflow — send a Telegram message with a product photo + caption to test. Requirements Telegram Bot API key Google Gemini API key Kie.ai Veo3.1 API key How to customize the workflow Change Gemini prompt style (e.g., humorous, professional, emotional). Adjust Kie.ai model parameters (aspect ratio, duration, voice, or style). Add branding overlays or logos after video generation. Integrate with Google Drive, Notion, or Airtable to save results automatically. Modify the Telegram response to include both the video and the AI-generated script

Telegram AI Channel Bot - Text & Image Response Generator with TGPT Overview This n8n workflow creates an automated Telegram channel bot that responds to messages with AI-generated text or images using TGPT. The bot monitors a specific Telegram channel and generates responses based on message prefixes. Features Automated text response generation using TGPT Image generation capabilities with customizable dimensions (1920x1080) Duplicate message prevention Time-window filtering (15 seconds) to process only recent messages Continuous polling with 10-second intervals Setup Instructions Prerequisites n8n Instance: Ensure you have n8n installed and running Telegram Bot: Create a new bot via @BotFather on Telegram Telegram Channel: Create or have admin access to a Telegram channel Linux Environment: The workflow requires Linux for command execution Configuration Steps 1. Obtain Telegram Bot Token Open Telegram and search for @BotFather Send /newbot and follow the prompts Save the bot token provided (format: 1234567890:ABCdefGHIjklMNOpqrsTUVwxyz) 2. Get Channel ID Add your bot as an administrator to your Telegram channel Send a test message to the channel Visit: https://api.telegram.org/bot<YOUR_BOT_TOKEN>/getUpdates Look for "chat":{"id":-100XXXXXXXXXX} - this is your channel ID 3. Configure the Workflow Import the workflow JSON into n8n Open the Config node Replace your_telegram_token with your actual bot token Replace your_telegram_channel_id with your channel ID Save the changes 4. Set Up Telegram Credentials in n8n Navigate to the Send Telegram Text Response node Click on the credentials field Create new Telegram credentials using your bot token Apply the same credentials to Send Telegram Image Response node 5. System Requirements The workflow automatically installs required packages: util-linux-misc (for script command) curl (for downloading TGPT) TGPT binary (downloaded automatically from GitHub) Activation Save all configuration changes Toggle the workflow to Active status The bot will start polling every 10 seconds How to Use Sending Commands to the Bot Text Generation To generate a text response, send a message to your Telegram channel with the following format: am# Your prompt here Example: am# Explain quantum computing in simple terms The bot will: Remove the am# prefix Send the prompt to TGPT with GPT-4 model Generate a response with temperature 0.3 (more focused/deterministic) Reply with the generated text in the channel Image Generation To generate an image, send a message with this format: ami# Your image description here Example: ami# A futuristic city with flying cars at sunset The bot will: Remove the ami# prefix Use TGPT to generate an image (1920x1080 resolution) Save the image temporarily Send the generated image to the channel Important Usage Notes Response Time The bot checks for new messages every 10 seconds Messages older than 15 seconds are ignored Expect a delay of 10-30 seconds for responses depending on generation time Message Processing Only messages from the configured channel are processed The bot maintains a list of processed message IDs to avoid duplicates Maximum of 15 messages are retrieved per polling cycle Limitations Text generation uses temperature 0.3 (less creative, more accurate) Image generation uses temperature 0.7 (more creative) Images are generated at 1920x1080 resolution The bot requires continuous n8n execution Troubleshooting Bot Not Responding Verify the workflow is active Check that the bot is an admin in the channel Confirm the channel ID is correct (negative number for channels) Ensure messages start with exact prefixes: am# or ami# Duplicate Responses The workflow includes duplicate prevention If issues persist, restart the workflow to clear the processed IDs cache Missing Dependencies The workflow automatically downloads TGPT on first run If errors occur, check the Execute nodes' output for installation issues Performance Issues Consider increasing the polling interval if server resources are limited Monitor the n8n execution logs for timeout errors Advanced Configuration Modify Polling Interval Edit the Schedule node to change the 10-second interval Adjust Time Window In the Process Offset node, modify timeWindowSeconds variable (default: 15) Change AI Model Parameters Text generation: Edit --temperature "0.3" in Execute - Text node Image generation: Edit --temperature "0.7" in Execute - Image node Both use --model "gtp-4" by default Customize Image Dimensions In Execute - Image node, modify: --height=1080 --width=1920 Security Considerations Keep your bot token private Use private channels to prevent unauthorized access Regularly monitor bot activity through Telegram's BotFather Consider implementing rate limiting for production use Maintenance Regularly check n8n logs for errors Update TGPT version URL in Execute nodes when new versions are released Clear /tmp/ directory periodically to remove temporary files Monitor disk space for image generation temporary files

Automate SEO Blog Creation with Apify + Google Docs + KIE AI’s Nano Banana API Who’s it for For content creators, SEO specialists, and digital marketers who want to automatically generate SEO-optimized blog posts from trending topics — no manual writing or formatting required. How it works / What it does This workflow turns trending searches into fully structured blog posts using AI: Fetch trending topics from India (or any country) using Apify’s Google Trends scraper. Generate a SEO-optimized blog post with title, meta description, headings, and long-form content using Gemini AI. Refine the System Message (optional) with Gemini AI for better readability and engagement. Create a custom blog image using KIE AI’s Nano Banana API based on the blog title. Automatically insert all content and images into a Google Doc, ready for publishing. How to set up Add your Apify API token in the Google Trends node. Configure Google Docs OAuth2 credentials for the document update node. Add your KIE AI Nano Banana API token for image generation. Schedule the Daily Trigger to your preferred time (default is 8 AM). Requirements Apify API token (for trending search scraping) Google account with Docs access KIE AI Nano Banana API token How to customize the workflow Change country or timeframe for trending searches. Update the AI prompt for tone, length, or style of the blog. Change the Google Doc ID to insert content into a different document. Adjust image generation settings (size, style) in the KIE AI node.

Bulk WhatsApp Campaign Automation with Rapiwa API (Unofficial Integration) Who’s it for This n8n workflow lets you send bulk WhatsApp messages using your own number through Rapiwa API, avoiding the high cost and limitations of the official WhatsApp API. It integrates seamlessly with Google Sheets, where you can manage your contacts and messages with ease. Ideal for easy-to-maintain bulk messaging solution using their own personal or business WhatsApp number. This solution is perfect for small businesses, marketers, or teams looking for a cost-effective way to manage WhatsApp communication at scale. How it Works / What It Does Reads data from a Google Sheet where the Status column is marked as "pending". Cleans each phone number (removes special characters, spaces, etc.). Verifies if the number is a valid WhatsApp user using the Rapiwa API. If valid: Sends the message via Rapiwa. Updates Status = sent and Verification = verified. If invalid: Skips message sending. Updates Status = not sent and Verification = unverified. Waits for a few seconds (rate-limiting). Loops through the next item. The entire process is triggered automatically every 5 minutes. How to Set Up Duplicate the Sample Sheet: Use this format. Fill Contacts: Add columns like WhatsApp No, Name, Message, Image URL, and set Status = pending. Connect Google Sheets: Authenticate and link Google Sheets node inside n8n. Subscribe to Rapiwa: Go to Rapiwa.com and get your API key. Paste API Key: Use the HTTP Bearer token credential in n8n. Activate the Workflow: Let n8n take care of the automation. Requirements Google Sheets API credentials Configured Google Sheet (template linked above) WhatsApp (Personal or Business) n8n instance with credentials setup How to Customize the Workflow Add delay between messages**: Use the Wait node to introduce pauses (e.g., 5–10 seconds). Change message format**: Modify the HTTP Request node to send media or templates. Personalize content**: Include dynamic fields like Name, Image URL, etc. Error handling**: Add IF or SET nodes to capture failed attempts, retry, or log errors. Workflow Highlights Triggered every 5 minutes** using the Schedule Trigger node. Filters messages** with Status = pending. Cleans numbers* and *verifies WhatsApp existence** before sending. Sends WhatsApp messages** via Rapiwa (Unofficial API). Updates Google Sheets** to mark Status = sent or not sent and Verification = verified/unverified. Wait node** prevents rapid-fire sending that could lead to being flagged by WhatsApp. Setup in n8n 1. Connect Google Sheets Add a Google Sheets node Authenticate using your Google account Select the document and worksheet Use filter: Status = pending 2. Loop Through Rows Use SplitInBatches or a Code node to process rows in small chunks (e.g., 5 rows) Add a Wait node to delay 5 seconds between messages 3. Send Message via HTTP Node How the "Send Message Using Rapiwa" Node Sends Messages This node makes an HTTP POST request to the Rapiwa API endpoint: https://app.rapiwa.com/api/send-message It uses Bearer Token Authentication with your Rapiwa API key. When this node runs, it sends a WhatsApp message to the specified number with the given text and optional image. The Rapiwa API handles message delivery using your own WhatsApp number connected to their service. JSON Body**: { "number": "{{ $json['WhatsApp No'] }}", "message": "{{ $json['Message'] }}" } Sample Google Sheet Structure A Google Sheet formatted like this sample | SL | WhatsApp No | Name | Message | Image URL | Verification | Status | |----|----------------|------------------------|----------------------|---------------------------------------------------------------------------|--------------|---------| | 1 | 8801322827799 | SpaGreen Creative | This is Test Message | https://spagreen.sgp1.cdn.digitaloceanspaces.com/... | verified | sent | | 2 | 8801725402187 | Abdul Mannan Zinnat | This is Test Message | https://spagreen.sgp1.cdn.digitaloceanspaces.com/... | verified | sent | Tips Modify the Limit node to increase/decrease messages per cycle. Adjust the Wait node to control how fast messages are sent (e.g., 5–10s delay). Make sure WhatsApp numbers are properly formatted (e.g., 8801XXXXXXXXX, no +, no spaces). Store your Rapiwa API key securely using n8n credentials. Use publicly accessible image URLs if sending images. Always mark processed messages as "sent" to avoid duplicates. Use the Error workflow in n8n to catch failed sends for retry. Test with a small batch before going full-scale. Schedule the Trigger node for every 5 minutes to keep automation running. Useful Links Dashboard:** https://app.rapiwa.com Official Website:** https://rapiwa.com Documentation:** https://docs.rapiwa.com Support & Community Need help setting up or customizing the workflow? Reach out here: WhatsApp: Chat with Support Discord: Join SpaGreen Server Facebook Group: SpaGreen Community Website: SpaGreen Creative Envato: SpaGreen Portfolio

Short Description (for listing) Import products from Google Sheets to Shopify with automatic handling of single products and multi-variant products (sizes, colors, etc.). Includes SKU management, inventory tracking, and image uploads via GraphQL API. Category E-commerce Productivity Data Import/Export Full Description Overview This workflow automates the process of importing products from a Google Sheet into your Shopify store. It intelligently detects and handles both simple products and products with multiple variants (like different sizes or colors), creating them with proper SKU management, pricing, inventory levels, and images. Key Features ✅ Dual Product Support: Handles single products and multi-variant products automatically ✅ Smart SKU Parsing: Automatically groups variants by parsing SKU format (e.g., 12345-SM, 12345-MD) ✅ Inventory Management: Sets stock levels for each variant at your default location ✅ Image Upload: Attaches product images from URLs ✅ GraphQL API: Uses Shopify's modern GraphQL API for reliable product creation ✅ Batch Processing: Process multiple products in one workflow run Use Cases Initial store setup with bulk product import Regular inventory updates from spreadsheet Migrating products from another platform Managing seasonal product catalogs Synchronizing products with external systems Requirements Shopify store with Admin API access Google Sheets API credentials n8n version 1.0+ Basic understanding of GraphQL (helpful but not required) What You'll Need to Configure Shopify Admin API token Your Shopify store URL (in 'set store url' node) Google Sheets connection (Optional) Vendor name and product type defaults Input Format Your Google Sheet should contain columns: Product Name SKU (format: BASESKU-VARIANT for variants) Size (or other variant option) Price On hand Inventory Product Image (URL) Products with the same name are automatically grouped as variants. How It Works Reads product data from your Google Sheet Groups products by name and detects if they have variants Switches to appropriate creation path (single or variant) Creates product in Shopify with options and variants Updates each variant with SKU and pricing Sets inventory levels at your location Uploads product images Technical Details Uses Shopify GraphQL Admin API (2025-04) Handles up to 100 variants per product Processes variants individually for accurate data mapping Includes error handling for missing data Supports one inventory location per run Common Modifications Change vendor name and product type Add more variant options (color, material, etc.) Customize product status (draft vs active) Modify inventory location selection Add product descriptions Perfect For Shopify store owners managing large catalogs E-commerce managers doing bulk imports Agencies setting up client stores Developers building automated product workflows Difficulty: Intermediate Estimated Setup Time: 15-30 minutes Nodes Used: 16 External Services: Shopify, Google Sheets

Generate and send MadKudu Account Brief into Outreach This workflow generates an account brief tailored to your company using MadKudu MCP and OpenAI and syncs it to a custom field in Outreach. Its for Sales who want to give reps rich account context right inside Outreach, and draft Outreach email with Outreach Revenue Agent based on MadKudu account brief. ✨ Who it's for RevOps or GTM teams using MadKudu + Salesforce + Outreach Sales teams needing dynamic, AI-generated context for target accounts 🔧 How it works 1. Select Accounts: Use a Salesforce node to define which accounts to brief. Filter logic can be updated to match ICP or scoring rules (e.g., MadKudu Fit + LTB). 2. Generate Brief with MadKudu MCP & AI MadKudu MCP provides the account brief instructions, research online for company recent news and provides structured account context from your integrations connected to MadKudu + external signals (firmographics, past opportunities, active contacts, job openings...) The AI agent (OpenAI model) turns this into a readable account brief. 3. Send to Outreach Match account in Outreach via domain. Update a custom field (e.g., custom49) with the brief text. 📋 How to set up Connect your Salesforce account Used to pull accounts that need a brief. Set your OpenAI credentials Required for the AI Agent to generate the brief. Create a n8n Variable to store your MadKudu API key named madkudu_api_key used for the MadKudu MCP tool The AI Agent pulls the account brief instructions and all the context necessary to generate the briefs. Create an Oauth2 API credential to connect your Outreach account Used to sync to brief to Outreach. Customize the Salesforce filter In the “Get accounts” node, define which accounts should get a brief (e.g. Fit > 90). Map your Outreach custom field Update the JSON Body request with your actual custom field ID (e.g. custom49). 🔑 How to connect Outreach In n8n, add a new Oauth2 API credential and copy the callback URL Now go to Outreach developer portal Click “Add” to create a new app In Feature selection add Outreach API (OAuth) In API Access (Oauth) set the redirect URI to the n8n callback Select the following scopes accounts.read, accounts.write Save in Outreach Now enter the Outreach Application ID into n8n Client Id and the Outreach Application Secret into n8n Client secret Save in n8n and connect via Oauth your Outreach Account ✅ Requirements MadKudu account with access to API Key Salesforce Oauth Outreach Admin permissions to create an app OpenAI API Key 🛠 How to customize the workflow Change the targeting logic** Edit the Salesforce filter to control which accounts are eligible. Rewrite the prompt** Tweak the prompt in the AI Agent node to adjust format, tone, or insights included in the brief. Change the Outreach account field** Update the Outreach field where the brief is sync-ed if you're using a different custom field (e.g. custom48, custom32, etc). Use a different trigger** Swap the manual trigger for a Schedule or Webhook to automate the flow end-to-end.

This n8n workflow template automatically monitors your Google Sheets for new entries and uses AI to generate detailed descriptions for each topic. Perfect for content creators, researchers, project managers, or anyone who needs automatic content generation based on simple topic inputs. What This Workflow Does This automated workflow: Monitors a Google Sheet for new rows added to the "data" tab Takes the topic from each new row Uses OpenAI GPT to generate a detailed description of that topic Updates the same row with the AI-generated description Logs all activity in a separate "actions" tab for tracking The workflow runs every minute, checking for new entries and processing them automatically. Tools & Services Used N8N** - Workflow automation platform OpenAI API** - AI-powered description generation (GPT-4.1-mini) Google Sheets** - Data input, storage, and activity logging Google Sheets Trigger** - Real-time monitoring for new rows Prerequisites Before implementing this workflow, you'll need: N8N Instance - Self-hosted or cloud version OpenAI API Account - For AI description generation Google Account - For Google Sheets integration Google Sheets API Access - For both reading and writing to sheets Step-by-Step Setup Instructions Step 1: Set Up OpenAI API Access Visit OpenAI's API platform Create an account or log in Navigate to API Keys section Generate a new API key Copy and securely store your API key Step 2: Set Up Your Google Sheets Option 1: Use Our Pre-Made Template (Recommended) Copy our template: AI Description Generator Template Click "File" → "Make a copy" to create your own version Rename it as desired (e.g., "My AI Content Generator") Note your new sheet's URL - you'll need this for the workflow Option 2: Create From Scratch Go to Google Sheets Create a new spreadsheet Set up the main "data" tab: Rename "Sheet1" to "data" Set up column headers in row 1: A1: topic B1: description Create an "actions" tab: Add a new sheet and name it "actions" Set up column headers: A1: Update Copy your sheet's URL Step 3: Configure Google API Access Enable Google Sheets API Go to Google Cloud Console Create a new project or select existing one Enable "Google Sheets API" Enable "Google Drive API" Create Service Account (for N8N) In Google Cloud Console, go to "IAM & Admin" → "Service Accounts" Create a new service account Download the JSON credentials file Share your Google Sheet with the service account email address Step 4: Import and Configure the N8N Workflow Import the Workflow Copy the workflow JSON from the template In your N8N instance, go to Workflows → Import from JSON Paste the JSON and import Configure OpenAI Credentials Click on the "OpenAI Chat Model" node Set up credentials using your OpenAI API key Test the connection to ensure it works Configure Google Sheets Integration For the Trigger Node: Click on "Row added - Google Sheet" node Set up Google Sheets Trigger OAuth2 credentials Select your spreadsheet from the dropdown Choose the "data" sheet Set polling to "Every Minute" (already configured) For the Update Node: Click on "Update row in sheet" node Use the same Google Sheets credentials Select your spreadsheet and "data" sheet Verify column mapping (topic → topic, description → AI output) For the Actions Log Node: Click on "Append row in sheet" node Use the same Google Sheets credentials Select your spreadsheet and "actions" sheet Step 5: Customize the AI Description Generator The workflow uses a simple prompt that can be customized: Click on the "Description Writer" node Modify the system message to change the AI behavior: write a description of the topic. output like this. { "description": "description" } Need Help with Implementation? For professional setup, customization, or troubleshooting of this workflow, contact: Robert - Ynteractive Solutions Email**: robert@ynteractive.com Website**: www.ynteractive.com LinkedIn**: linkedin.com/in/robert-breen-29429625/ Specializing in AI-powered workflow automation, business process optimization, and custom integration solutions.