by Jimleuk
This template is for self-hosted n8n instances only. This n8n demonstrates how to build a simple FileSystem MCP server. Connecting to this server allows MCP clients and agents to list, read and create directories and files on the local machine or remote server. This MCP example is based off an official MCP reference implementation which can be found here -https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem How it works A MCP server trigger is used and connected to 5 tools: 3 Execute Command tools and 2 custom workflow tools. The 3 Execute Command tools allow for listing, searching and creating directories. The 2 custom workflow tools are for reading and writing files to disk. Special care has been to not allow the MCP agent to execute arbitrary linux commands on the target server. This is achieved by only allowing the agent to provide parameters such as filenames and paths rather than raw commands. How to use This Filesystem MCP server will write to the server which hosts the n8n instance - this can be your local machine or a remove server. If your target filesystem is on neither, then modify the commands to connect to the desired server. Connect your MCP client by following the n8n guidelines here - https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger/#integrating-with-claude-desktop Try the following queries in your MCP client: "Please help me list all folders under the project directory." "Help me create a bash script to send a notification to Slack." "Search for the log file on the 22nd April and read its contents. What was the cause of the outage?" Requirements Linux file system for this example template. Feel free to modify if working on Windows. MCP Client or Agent for usage such as Claude Desktop - https://claude.ai/download Customising this workflow Implement the moving and renaming of files by adding more custom workflow tools to the MCP server. Remember to set the MCP server to require credentials before going to production and sharing this MCP server with others!
by Khairul Muhtadin
The Error Notification workflow is designed to instantly notify you whenever any other n8n workflow encounters an error, using popular communication channels like Telegram and Gmail—with optional support for Discord, Slack, and WhatsApp. 💡 Why Use Error Notification workflow? Immediate Awareness:** Get instant alerts when workflows fail, preventing unnoticed errors and downtime. Multi-Channel Flexibility:** Notify your team via Telegram, Gmail, and optionally Slack, Discord, or WhatsApp. Detailed Context:** Receive rich error information including the error message, node name, time, and execution link for quicker fixes. Easy Integration:** Built with native n8n nodes and customizable code, simple to adopt without complex setup. Open Source & Free:** Use and adapt this workflow at no cost, making professional error monitoring accessible. ⚡ Who Is This For? n8n Workflow Developers:** Quickly spot and respond to automation issues in development or production. Operations Teams:** Maintain uptime and swiftly troubleshoot errors across multiple workflows. Small to Medium Businesses:** Gain professional error alerting without expensive monitoring tools. Automation Enthusiasts:** Enhance your automation reliability with real-time failure notifications. ❓ What Problem Does It Solve? This workflow embedd error detection and notification directly within your n8n instance. It automates the process of catching errors as they occur, compiling meaningful context, and delivering it instantly via your preferred messaging platforms. This drastically reduces your response time to issues and streamlines error management, improving your automation reliability and operational confidence. 🔧 What This Workflow Does ⏱ Trigger: Listens for any error generated in your n8n workflows using the n8n Error Trigger node. 📎 Step 2: Executes a Code node that formats a detailed error message capturing workflow name, error node, description, timestamp, and an execution URL. 🔍 Step 3: Sends the formatted error notification to multiple communication channels: Telegram and Gmail by default, plus optionally Discord, Slack, and WhatsApp (disabled by default). 💌 Step 4: Delivers rich, parsed HTML-formatted messages to ensure error readability and immediate actionability. 🔐 Setup Instructions Import the provided .json file into your n8n instance (Cloud or self-hosted). Set up credentials: Gmail OAuth credentials for sending emails via Gmail node Telegram API credentials for Telegram notifications (Optional) Discord Webhook URL credential for Discord notifications (Optional) Slack Webhook credential for Slack notifications (Optional) WhatsApp connection credentials (if enabled) Customize the Code node if needed to adjust the error message format or target chat IDs. Update the chat IDs and recipient details in each notification node according to your channels. Test the workflow by manually triggering an error in another workflow to verify proper notifications. 🧩 Pre-Requirements Active n8n instance (cloud or self-hosted) with version supporting Error Trigger node Telegram bot credentials and chat ID (Optional) Gmail, Discord, Slack, or WhatsApp accounts and webhook credentials if you want to use those channels 🛠️ Customize It Further Enable and configure additional notification nodes like Slack or WhatsApp to fit your team's communication style. Customize the error message template in the Code node to include extra metadata or format it differently (e.g., markdown). Integrate with incident management tools via webhook nodes or create tickets automatically on error. 🧠 Nodes Used Error Trigger Code Telegram Gmail Discord (disabled) Slack (disabled) WhatsApp (disabled) Sticky Note (for description) 📞 Support Made by: khaisa Studio Tag: notification,error,monitoring,workflow,automation,alerts Category: Monitoring & Alerts Need a custom? Need a custom? contact me on LinkedIn or Web
by M Sayed
Stop guessing currency rates! Get a quick and clean exchange rate summary sent right to your phone. 📲 This workflow automatically checks the latest rates and builds a simple report for you. What it does: 🤑 Fetches the very latest exchange rates from an API. 🌍 Shows you what major currencies (like USD & EUR) are worth in your chosen local currency. ✍️ Creates a simple, easy-to-read report. 🚀 Delivers it straight to your Telegram! Setup is easy: All you need to do is set your base currency (e.g., 'EGP') and your Telegram Chat ID. Done! ✅
by Oneclick AI Squad
This n8n workflow automatically creates friendly, personalized travel itineraries based on messages received via email or WhatsApp. When a user says "I want to go to Dubai with friends for 5 days" or something similar, the AI agent understands the request, generates a detailed daily plan with suggested activities, transport tips, and hotel ideas — all in a warm, human tone. It saves time, adds value for travelers, and delivers ready-to-send itineraries without any manual effort. Good to know The AI agent uses advanced language processing to understand natural travel requests in multiple formats. Itineraries are generated with personalized recommendations based on travel preferences, group size, and duration. The workflow supports both email and WhatsApp communication channels for maximum accessibility. All responses maintain a warm, friendly tone to enhance user experience. How it works The Get Query from Email node captures travel requests sent via email, parsing the message content for trip details. The Get Query from WhatsApp node simultaneously monitors WhatsApp messages for travel planning requests. Both inputs feed into the Itinerary Creator Agent node, which uses AI to analyze the request and generate comprehensive travel plans including activities, accommodations, and transportation suggestions. The Check Proper Data node validates the generated itinerary to ensure all essential information is included and properly formatted. The Check where to send Answer node determines the appropriate response channel (email or WhatsApp) based on the original request source. If the request came via email, the Sending Itinerary from Email node sends the personalized itinerary back to the user's email address. If the request came via WhatsApp, the Send Itinerary from message node delivers the travel plan through WhatsApp messaging. How to use Import the workflow into n8n and configure the nodes with your email service credentials and WhatsApp API access. Set up the AI agent with your preferred travel data sources and recommendation algorithms. Test the workflow by sending sample travel requests through both email and WhatsApp channels. Monitor the generated itineraries to ensure quality and adjust the AI agent parameters as needed. Requirements Email service API credentials (SMTP or email provider API) WhatsApp Business API access or WhatsApp integration service AI/LLM service for the Itinerary Creator Agent (OpenAI, Anthropic, or similar) Access to travel data sources for recommendations (optional but recommended) Customising this workflow Modify the Itinerary Creator Agent node to include specific travel preferences, local recommendations, or branded content. Adjust the data validation rules in the Check Proper Data node to match your quality standards. Customize response templates in both sending nodes to align with your brand voice and style. Add additional input channels or integrate with other messaging platforms as needed.
by Oneclick AI Squad
AI-Powered Email Draft Automation Workflow In this guide, we’ll walk you through setting up an AI-driven workflow that automatically processes incoming emails using a custom AI model (e.g., Llama), prepares email content, and saves it as a Gmail draft. Ready to automate your email drafting process? Let’s dive in! What’s the Goal? Automatically detect and process new emails via IMAP. Use a custom AI model to analyze and generate email content. Prepare structured and relevant email responses. Save the generated content as a Gmail draft for review or sending. Enable 24/7 email automation with seamless integration. By the end, you’ll have a self-running email assistant that drafts responses effortlessly. Why Does It Matter? Manual email drafting is time-consuming and prone to delays. Here’s why this workflow is a game changer: Zero Human Error:** AI ensures consistent and accurate drafts. Time-Saving Automation:** Instantly process and draft emails, boosting efficiency. 24/7 Availability:** Handle emails anytime without manual intervention. Focus on Strategy:** Free your team from repetitive drafting tasks. Think of it as your tireless email drafting assistant that never misses a beat. How It Works Here’s the step-by-step magic behind the automation: Step 1: Trigger the Workflow Detect new emails using IMAP via the Check New Email (IMAP) node. Capture incoming email content for processing. Step 2: Process Email with AI Send the email text to a custom AI model (e.g., Llama) for analysis. Use the Custom AI Model node to generate a context-aware response or draft content. Step 3: Prepare Email Content Format the AI-generated content into a polished email structure using the Prepare Email Content node. Ensure the content is ready for drafting with proper salutations and structure. Step 4: Save as Gmail Draft Route the prepared email content to the Save as Gmail Draft node. Save the draft in Gmail for review or manual sending. Step 5: Log & Optimize Log all processed emails and drafts in a database (e.g., Airtable, Google Sheets). Continuously improve the AI model based on feedback or new email patterns. How to Use the Workflow? Importing a workflow in n8n is a straightforward process that allows you to use pre-built or shared workflows to save time. Below is a step-by-step guide to importing the Smart Email Draft Generator workflow in n8n, based on the official documentation and community resources. Steps to Import a Workflow in n8n 1. Obtain the Workflow JSON Source the Workflow:** Workflows are typically shared as JSON files or code snippets. You might receive them from: The n8n community (e.g., n8n.io workflows page). A colleague or tutorial (e.g., a .json file or copied JSON code). Exported from another n8n instance. Format:** Ensure you have the workflow in JSON format, either as a file (e.g., workflow.json) or as text copied to your clipboard. 2. Access the n8n Workflow Editor Log in to n8n:** Open your n8n instance (via n8n Cloud or your self-hosted instance). Navigate to the Workflows tab in the n8n dashboard. Open a New Workflow:** Click Add Workflow to create a blank workflow, or open an existing workflow if you want to merge the imported workflow. 3. Import the Workflow Option 1: Import via JSON Code (Clipboard): In the n8n editor, click the three dots (⋯) in the top-right corner to open the menu. Select Import from Clipboard. Paste the JSON code of the workflow into the provided text box. Click Import to load the workflow into the editor. Option 2: Import via JSON File: In the n8n editor, click the three dots (⋯) in the top-right corner. Select Import from File. Choose the .json file from your computer. Click Open to import the workflow. Setup Notes: IMAP Credentials:** Configure IMAP settings in the Check New Email (IMAP) node with your email account credentials (e.g., Gmail IMAP settings). Custom AI Model:** Set up the Custom AI Model node with your AI model credentials (e.g., Llama API key or endpoint). Gmail Integration:** Authorize the Save as Gmail Draft node with Gmail API credentials to save drafts. Content Customization:** Adjust the Prepare Email Content node to tailor the email structure or tone as needed.
by Niklas Hatje
Use case When collecting leads via a form you're typically facing a few problems: Often end up with a bunch of leads who don't have a valid email address You want to know as much about the new lead as possible but also want to keep the form short After forms are submitted you have to walk over the submissions and see which you want to add to your CRM This workflow helps you to fix all those problems. What this workflow does The workflow checks every new form submission and verifies the email using Hunter.io. If the email is valid, it then tries to enrich the person using Clearbit and saves the new lead into your Hubspot CRM. Setup Add you Hunter, Clearbit and Hubspot credentials Click the Test Workflow button, enter your email and check your Hubspot Activate the workflow and use the form trigger production URL to collect your leads in a smart way How to adjust it to your needs Change the form to the form you need in your use case (e.g. Typeform, Google Forms, SurveyMonkey etc.) Add criteria before an account is added to your CRM. This could for example be the size of company, industry etc. You can find some inspiration in our other template Reach out via Email to new form submissions that meet a certain criteria Add more data sources to save the new lead in
by Yaron Been
Transform raw customer feedback into powerful testimonial quotes automatically. This intelligent workflow monitors feedback forms, uses AI to identify and extract the most emotionally engaging testimonial content, and organizes everything into a searchable database for your marketing campaigns - turning every piece of customer feedback into potential marketing assets. 🚀 What It Does Smart Feedback Monitoring: Automatically detects new customer feedback submissions from Google Forms and triggers testimonial extraction within minutes. AI-Powered Quote Extraction: Uses Google Gemini to analyze feedback and extract short, emotionally engaging testimonial quotes while filtering out neutral or irrelevant content. Marketing-Ready Output: Focuses on impactful phrases and statements that work perfectly for websites, social media, ads, and sales materials. Automated Database Building: Creates and maintains a searchable testimonial library in Google Sheets with customer details and extracted quotes. Instant Team Notifications: Sends immediate email alerts to your marketing team with new testimonials, ensuring no valuable social proof goes unused. 🎯 Key Benefits ✅ Never Miss Marketing Gold: Automatically extract value from every feedback submission ✅ Save 8+ Hours Weekly: Eliminate manual review of feedback for testimonials ✅ Build Social Proof Library: Create searchable database of customer quotes ✅ Boost Conversion Rates: Use authentic testimonials across marketing campaigns ✅ Identify Happy Customers: Spot satisfied clients for case studies and referrals ✅ Scale Content Creation: Generate testimonials faster than customers submit feedback 🏢 Perfect For Businesses Needing Social Proof E-commerce stores showcasing product satisfaction SaaS companies highlighting user success stories Service businesses building trust and credibility Coaches and consultants demonstrating client results Marketing Applications Website Content**: Populate testimonial sections automatically Social Media**: Create quote posts and success story content Sales Materials**: Include powerful customer quotes in proposals Email Marketing**: Add authentic testimonials to campaigns ⚙️ What's Included Complete Workflow Setup: Ready-to-deploy n8n workflow with all integrations configured Google Forms Integration: Automatically processes new feedback submissions AI Quote Extraction: Google Gemini identifies most impactful testimonial content Database Management: Organized Google Sheets storage with customer information Team Notifications: Instant email alerts to marketing team members Setup Documentation: Complete configuration and customization guide 🔧 Technical Requirements n8n Platform**: Cloud or self-hosted instance Google Workspace**: For Forms, Sheets, and Gmail integration Google Gemini API**: For AI-powered testimonial extraction (free tier available) Customer Feedback**: Existing or new feedback collection process 📊 Before & After Examples Before (Raw Customer Feedback): "I was really struggling with managing my team's projects and keeping track of all the deadlines. Everything was scattered across different tools and I was spending way too much time just trying to figure out what everyone was working on. Since we started using your project management software about 6 months ago, it's been a complete game changer. Now I can see everything at a glance, our team communication has improved dramatically, and we're actually finishing projects ahead of schedule. The reporting features are amazing too - I can finally show my boss concrete data about our team's productivity. I honestly don't know how we managed without it. The customer support team has been fantastic as well, always quick to help when we had questions during setup." After (AI Extracted Testimonial): "Complete game changer - now I can see everything at a glance, our team communication has improved dramatically, and we're actually finishing projects ahead of schedule." Healthcare Example: Raw Feedback: "I had been dealing with chronic back pain for over 3 years and had tried everything - physical therapy, medication, different doctors. Nothing seemed to help long-term. When I found Dr. Martinez, I was honestly pretty skeptical because I'd been disappointed so many times before. But after our first consultation, I felt hopeful for the first time in years. She really listened to me and explained everything clearly. The treatment plan she developed was comprehensive but manageable. Within just 2 months, I was experiencing significant pain reduction, and now after 6 months, I'm practically pain-free. I can play with my kids again, sleep through the night, and even started hiking on weekends. Dr. Martinez didn't just treat my symptoms - she helped me get my life back." Extracted Testimonial: "Within just 2 months, I was experiencing significant pain reduction, and now I'm practically pain-free. Dr. Martinez didn't just treat my symptoms - she helped me get my life back." 🎨 Customization Options Industry-Specific Extraction: Tailor AI prompts for healthcare, technology, finance, retail terminology Quote Length Control: Adjust extraction for short punchy quotes vs longer detailed testimonials Sentiment Targeting: Focus on specific emotions like excitement, relief, satisfaction, transformation Multi-Channel Forms: Connect multiple feedback sources to one testimonial database Approval Workflows: Add human review step before testimonials go live CRM Integration: Connect extracted testimonials to customer records 🔄 How It Works Customer submits feedback via your Google Form Workflow detects new submission within 1 minute automatically AI analyzes feedback content to identify most impactful statements Testimonial quote is extracted and formatted for marketing use Quote is saved to database with customer details and timestamp Marketing team receives email with new testimonial content 💡 Use Case Examples SaaS Company: Automatically extract user success quotes from feature feedback surveys for website testimonials E-commerce Store: Turn product review submissions into powerful testimonial quotes for product pages and ads Healthcare Practice: Extract patient satisfaction quotes from feedback forms for website and marketing materials Consulting Firm: Convert client project feedback into testimonials highlighting business transformation results 📈 Expected Results 300% increase** in testimonial collection vs manual methods 90% time savings** on testimonial creation and organization 50% improvement** in marketing content authenticity 25% boost** in conversion rates using extracted testimonials Unlimited scalability** as feedback volume grows 🛠️ Setup & Support Quick Deployment: Complete setup in 20 minutes with included guide Pre-Built Prompts: AI extraction prompts optimized for different industries Template Library: Ready-to-use feedback forms and testimonial layouts Video Tutorial: Complete walkthrough from setup to first extracted testimonial 📞 Get Help & Learn More 🎥 Free Video Tutorials YouTube Channel: https://www.youtube.com/@YaronBeen/videos Complete setup and configuration guide 💼 Professional Support LinkedIn: https://www.linkedin.com/in/yaronbeen/ Connect for testimonial marketing strategy consulting Share your social proof automation success stories Access exclusive templates for different business types 📧 Direct Support Email: Yaron@nofluff.online Technical setup assistance and customization help AI prompt optimization for your specific business Integration with existing marketing and CRM systems Response within 24 hours
by Jacob @ vwork Digital
This n8n template allows you to send emails with a custom alias from your Gmail account Since the native Gmail node has some limitations regarding use of email aliases, this template allows you to set up your own internal endpoint/sub-workflow to send emails as an email alias . How it works This workflow uses a Code node and the Gmail API via an HTTP node to format the email content and send using an alias on your Gmail account. Setup instructions You must have added the email address as an alias you wish to send as in your Gmail account, guide on how to do so here. You must have created a Gmail credential in N8N, guide on how to do so here. Use your Gmail OAuth Credential in the HTTP node. Use this template as an API endpoint or a sub-workflow, and send this payload to it via POST: { "senderName": "SENDER NAME HERE", "fromEmail": "FROM EMAIL HERE", "replyTo": "REPLY TO EMAIL HERE", "toEmail": "jacob@vwork.digital", "subject": "SUBJECT LINE HERE", "htmlBody": "HTML BODY HERE - MUST BE JSON STRINGIFIED", "file_urls": [ "FILE URLS FOR ATTACHMENTS HERE" ] } Notes Only the following are required fields: fromEmail toEmail subject htmlBody Customizing this workflow You can easily convert this to a sub-workflow by swapping out the Webhook trigger for a "When executed by another workflow" trigger
by Santhej Kallada
Who is this for? Marketers, lead generation agencies, freelancers, consultants, and sales teams who need to collect business leads from Google Maps. Small business owners looking to build targeted local business lists. Anyone interested in automating web scraping without coding skills. What problem is this workflow solving? Manually scraping business data from Google Maps is time-consuming and repetitive. This automation simplifies the process by: Collecting business details based on search terms and location. Filtering out irrelevant results. Delivering qualified leads directly to your inbox. What this workflow does This workflow automates Google Maps lead scraping using APIFY and sends the gathered leads via email. The steps include: Collecting user input through a simple form (business type, location, recipient email). Sending an HTTP request to APIFY to run a Google Maps scraper (actor). Filtering results to include only businesses with email addresses. Converting results to CSV format. Sending an automated email with the leads as a CSV attachment via Gmail. Setup Create an APIFY Account: Sign up at APIFY.COM (https://apify.com/). You get $5 in free credits (~1,000 leads). Get Your API Key: Copy your API key from APIFY Prepare n8n: Create a new workflow. Add an HTTP Request node to interact with APIFY. Configure authentication with your API key. Customize the Form: Build a simple form inside n8n to collect user inputs: Business Type, City, Country, Recipient Email. Filter Results: Use IF and Filter nodes to remove entries without email addresses. Convert to CSV: Use a "Spreadsheet File" node to generate a CSV from the filtered leads. Send Email: Use the Gmail node (or any email node) to send the CSV file to the provided recipient. How to customize this workflow to your needs Change search parameters to target different business niches or locations. Add filters to only include businesses with websites. Customize the email subject and body. Integrate with CRM or marketing platforms for direct lead injection. Expand filtering logic for more refined targeting. Notes This template uses APIFY (paid service after free credits). You will need an APIFY API key and a Gmail account (or SMTP credentials) to run this automation. For self-hosted n8n users: ensure you have internet access and proper credentials set up for external HTTP requests. Want A Video Tutorial on How To Setup This Automation : https://www.youtube.com/watch?v=Kz_Gfx7OH6o
by Damian Karzon
This workflow checks a configured list of Github repositories daily to see if a new release has been published. How it works: Workflow has a daily trigger RepoConfig node is a JSON array that defines a list of repositories to check releases for For each of the configured repos it fetches the latest release If the release was published within the last 24 hours it is output The release is sent as a Slack message showing the repo name, release name and link Setup Update the JSON in the RepoConfig node to the Github repos you wish to get notifications for Setup your Slack connection (or replace with your choice of notification)
by Prakash
Who is this for? This workflow is ideal for: Developers** who want to stay updated on issues without constantly checking GitHub. Managers** tracking issue progress in a Telegram group. DevOps teams that need automated notification alerts for new or updated issues. What problem does this workflow solve? Keeping track of GitHub issues manually can be tedious. Teams often miss critical updates because notifications are buried in emails or dashboards. This workflow automates the process by fetching new or open GitHub issues and instantly sending notifications to a specified Telegram chat. What this workflow does This workflow connects GitHub and Telegram to provide real-time issue notifications: Fetch GitHub Issues – Retrieves new or open issues from a selected GitHub repository. Format the Issue Details – Extracts key information like issue title, number, status, and URL. Send to Telegram – Posts the formatted issue details to a Telegram group or private chat. Setup Guide Prerequisites Before setting up the workflow, ensure you have: GitHub Personal Access Token**: Required to fetch issue details. Generate it under Developer Settings with repo or public_repo permissions. Telegram Bot Token**: Create a bot via BotFather on Telegram and obtain the token. Telegram Chat ID**: Find the chat ID where the bot should send messages using this method. Step-by-Step Setup Set Up GitHub Node Authenticate using your GitHub token. Choose the repository you want to track. Configure filters (e.g., fetch only open issues). Format Issue Details Extract key details like title, issue number, assignee, and status. Customize the message structure for better readability. Send Message to Telegram Add the Telegram node and enter your bot token. Use the Chat ID to define the recipient. Format the message to include issue details and links. Schedule the Workflow (Optional) Use the Cron node to run this workflow periodically (e.g., every hour). How to Customize This Workflow Filter Issues by Labels**: Modify the GitHub node to fetch only issues with specific labels. Include Additional Fields**: Add issue comments, priority, or assignee details in the message. Send Alerts Based on Priority**: Use conditional logic to send high-priority issues to a different chat. Trigger on Issue Events**: Instead of fetching periodically, use GitHub webhooks (if permitted in the repo) to trigger the workflow on issue creation or updates. Why Use This Workflow? Automates GitHub issue tracking** without manually checking repositories. Instant notifications in Telegram** ensure quick response times. Fully customizable** to fit different team workflows.
by Airtop
Automating LinkedIn Competitive Monitoring Use Case Automatically track and summarize LinkedIn posts from key executives at competitor companies. This agent provides structured insights into hiring trends, product announcements, strategic shifts, and thought leadership, helping teams stay informed and responsive without manual monitoring. What This Automation Does This automation monitors and summarizes LinkedIn posts from competitor profiles and shares the results on Slack. It uses the following input parameters: Airtop Profile**: A browser profile authenticated to LinkedIn. Create one Google Sheet**: A document listing LinkedIn profile URLs of competitors, copy this one. Slack Channel**: The destination for sharing summarized post insights. How It Works Trigger: The workflow is scheduled to run weekly at a specific time. Data Collection: Retrieves the list of competitor LinkedIn URLs from a Google Sheet. Browser Automation: Uses Airtop to navigate to each LinkedIn profile and analyze up to 5 recent posts. Summarization: Summarizes number of recent posts, main topics, and engagement levels using Airtop’s AI. Slack Notification: Posts a formatted summary to a predefined Slack channel. Setup Requirements Airtop API Key — free to generate. An Airtop Profile authenticated to LinkedIn. Google Sheet with competitor post URLs, copy this one. Slack Bot credentials with access to the target channel. Next Steps Expand Coverage**: Add more competitor profiles to the Google Sheet to scale monitoring. Integrate with CRM**: Feed summarized insights into your CRM for competitor tracking. Enhance Analysis**: Include post-level engagement metrics over time for trend analysis. Read more about competitve analysis using Linkedin