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Google Sheets Workflows

248 Ergebnisse — ausschließlich quellenverknüpfte n8n-Referenzen

AautofixingoutputparserCsheets
free

Generate SaaS Product Ideas from Market Gaps with OpenAI and Bright Data

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically analyzes online data sources to uncover unmet customer needs and product opportunities. Instead of spending days on manual research, you receive an AI-driven report of market gaps directly in your inbox. Overview The automation aggregates product reviews, forum discussions, and competitor feature lists via Bright Data scraping. OpenAI then clusters complaints and feature requests to highlight where demand is high but supply is low. A summary table is generated in Google Sheets and a concise report is emailed to stakeholders. Tools Used n8n** – Automates the entire pipeline Bright Data** – Scrapes review sites and competitor pages reliably OpenAI** – Performs NLP clustering and gap analysis Google Sheets** – Stores structured opportunity data Gmail** – Delivers the weekly insight report How to Install Import the Workflow: Add the .json to your n8n instance. Configure Bright Data: Insert your credentials in the MCP Client node. Set Up OpenAI: Provide your OpenAI API key. Connect Google Sheets & Gmail: Authorize both services. Customize Keywords & Sources: E

von Yaron Been
AautofixingoutputparserCsheets
free

Track Customer NPS Scores Across Platforms with Bright Data and OpenAI

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically tracks customer satisfaction scores across multiple platforms and surveys to help improve customer experience and identify areas for enhancement. It saves you time by eliminating the need to manually check different feedback sources and provides comprehensive satisfaction analytics. Overview This workflow automatically scrapes customer satisfaction surveys, review platforms, and feedback forms to extract satisfaction scores and sentiment data. It uses Bright Data to access various feedback platforms without being blocked and AI to intelligently analyze satisfaction trends and identify improvement opportunities. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping satisfaction surveys and review platforms without being blocked OpenAI**: AI agent for intelligent satisfaction analysis and trend identification Google Sheets**: For storing satisfaction scores and generating analytics reports How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add

von Yaron Been
AautofixingoutputparserCsheets
free

Track Google Trends Search Data Locally with Bright Data MCP & AI Analysis

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically tracks local search trends and geographic-specific search patterns to optimize local SEO and marketing strategies. It saves you time by eliminating the need to manually research local search behavior and provides location-based insights for targeted marketing campaigns. Overview This workflow automatically scrapes local search results, geographic search trends, and location-based query data to understand regional search behavior and local market opportunities. It uses Bright Data to access location-specific search data and AI to intelligently analyze local trends and optimization opportunities. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping location-based search data without being blocked OpenAI**: AI agent for intelligent local search trend analysis Google Sheets**: For storing local search trend data and geographic insights How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set

von Yaron Been
AautofixingoutputparserCsheets
free

Extract & Analyze Competitor Backlink Data with Bright Data MCP & GPT

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically analyzes competitor backlink profiles to understand their link building strategies and identify opportunities for your own SEO efforts. It saves you time by eliminating the need to manually research competitor links and provides detailed insights into their most valuable linking relationships. Overview This workflow automatically scrapes backlink analysis tools and competitor websites to extract comprehensive backlink data including referring domains, anchor text, link quality metrics, and link acquisition patterns. It uses Bright Data to access backlink databases and AI to intelligently analyze competitor link strategies. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping backlink analysis platforms without being blocked OpenAI**: AI agent for intelligent backlink strategy analysis Google Sheets**: For storing competitor backlink data and insights How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the

von Yaron Been
AautofixingoutputparserCgmail
free

Automatically Monitor Competitor Pricing with Bright Data MCP & Google Sheets

This workflow automatically monitors competitor pricing across multiple products and services to track market positioning and pricing strategies. It saves you time by eliminating the need to manually check competitor prices and provides real-time insights into pricing changes and market trends. Overview This workflow automatically scrapes competitor websites and pricing pages to extract current pricing information, product details, and promotional offers. It uses Bright Data to access pricing data without restrictions and AI to intelligently parse pricing information and detect changes over time. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping competitor pricing pages without being blocked OpenAI**: AI agent for intelligent pricing data extraction and analysis Google Sheets**: For storing pricing data and tracking changes over time How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets account and set up you

von Yaron Been
Aautofixingoutputparsersheetsopenaichatmodel
free

Analyze Website Conversion Funnels with GPT-4o, Bright Data & Google Sheets

This workflow automatically analyzes website conversion funnels to identify optimization opportunities and track user journey performance. It saves you time by eliminating the need to manually analyze funnel metrics and provides detailed insights into conversion bottlenecks and improvement areas. Overview This workflow automatically scrapes website pages to analyze funnel elements including CTAs, tracking scripts, page structure, and conversion paths. It uses Bright Data to access websites without restrictions and AI to intelligently extract funnel data, identify conversion elements, and provide optimization recommendations. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping website pages without being blocked OpenAI**: AI agent for intelligent funnel analysis and optimization insights Google Sheets**: For storing funnel analysis data and recommendations How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets ac

von Yaron Been
AautofixingoutputparserCsheets
free

Trustpilot Review Sentiment Analysis with OpenAI & Bright Data to Google Sheets

This workflow automatically scrapes customer reviews from Trustpilot and performs sentiment analysis to extract valuable customer insights. It saves you time by eliminating the need to manually read through reviews and provides structured data on customer feedback, sentiment, and pain points. Overview This workflow automatically scrapes the latest customer reviews from any Trustpilot company page and uses AI to analyze each review for sentiment, extract key complaints or praise, and identify recurring customer pain points. It stores all structured review data in Google Sheets for easy analysis and reporting. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping Trustpilot review pages without being blocked OpenAI**: AI agent for intelligent review analysis and sentiment extraction Google Sheets**: For storing structured review data and analysis results How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets account

von Yaron Been
Aautofixingoutputparsersheetsopenaichatmodel
free

Weekly SEO keyword research & competitor analysis with GPT5.5 and Bright Data

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically performs weekly keyword research and competitor analysis to discover trending keywords in your industry. It saves you time by eliminating the need to manually research keywords and provides a constantly updated database of trending search terms and opportunities. Overview This workflow automatically researches trending keywords for any specified topic or industry using AI-powered search capabilities. It runs weekly to gather fresh keyword data, analyzes search trends, and saves the results to Google Sheets for easy access and analysis. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For accessing search engines and keyword data sources OpenAI**: AI agent for intelligent keyword research and analysis Google Sheets**: For storing and organizing keyword research data How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Co

von Yaron Been
AazureopenaichatmodelBsheets
free

LinkedIn Profile Scraper & Personalized Outreach using PhantomBuster + GPT-4

Description This plug-and-play n8n workflow template helps you automate LinkedIn profile data extraction and transform it into structured, enriched outputs using PhantomBuster and GPT-4. Perfect for lead generation, recruiting, or growth marketing teams, this pipeline handles scraping, structuring, and messaging—all in one flow. Requirements PhantomBuster Setup Create a PhantomBuster account. Use the LinkedIn Profile Scraper Phantom (or your custom one). Get your API Key and Agent ID from PhantomBuster dashboard. Configure your LinkedIn Phantom with an active LinkedIn session cookie (available from your browser’s developer tools). OpenAI or Azure OpenAI Provide your GPT-4 / GPT-4o API Key. You can use OpenAI or Azure's hosted model. (Optional) Google Sheets Use Sheets for batch profile inputs or output logging. What This Template Does Step-by-Step Flow: 🔁 Manual Trigger / Google Sheets input – Accepts LinkedIn profile URLs. 🚀 Launch PhantomBuster Agent – Starts the scraping job with provided LinkedIn URLs. ⏳ Wait Node (45 sec) – Allows PhantomBuster to finish execution. 📥 Download Scraped Output – Fetches the download URL for JSON/CSV from the container. 📂 Temp File Management

von Rahul Joshi
sheetsW
free

Create AI Generated Videos 4x cheaper than veo3 with Google Sheets & Fal.AI

Turn Your Ideas into Videos—Right from Google Sheets! This workflow helps you make cool 5-second videos using Fal.AI and Kling 2.1, just by typing your idea into a Google Sheet. You can even choose if you want your video to have sound or not. It’s super easy—no tech skills needed! And the best? 4x Cheaper than Veo3 model with similar quality! Why use this? Just type your idea in a sheet—no fancy tools or uploads. Get a video link back in the same sheet. Works with or without sound—your choice! How does it work? You write your idea, pick the video shape, and say if you want sound (true or false) in the Google Sheet. n8n reads your idea and asks Fal.AI to make your video. When your video is ready, the link shows up in your sheet. What do you need? A Google account and Google Sheets connected with service account (check this link for reference) A copy of the following Google Spreadsheet: Spreadsheet to copy An OpenAI API key A Fal.AI account with some money in it That’s it! Just add your ideas and let the workflow make the videos for you. Have fun creating! If you have any questions, just contact me in X @maxrojasdelgado.

von Maximiliano Rojas-Delgado
AgmailsheetsW
free

Upwork Job Aggregator with OpenAI Summaries & Multi-channel Notifications

Automated system that aggregates job postings from Upwork based on your criteria and delivers personalized notifications, helping you never miss relevant opportunities. 🚀 What It Does Custom job search based on keywords, skills, and categories Real-time job posting monitoring Smart filtering and prioritization Multi-channel notifications (Email/Slack/Teams) Duplicate detection 🎯 Perfect For Freelancers seeking new opportunities Agencies looking for projects Recruiters sourcing talent Business owners finding contractors Digital nomads ⚙️ Key Benefits ✅ Save hours of manual searching ✅ Get notified about relevant jobs first ✅ Never miss perfect opportunities ✅ Customizable search criteria ✅ Time-zone friendly notifications 🔧 What You Need Upwork account n8n instance Preferred notification channels setup 📊 Features Custom keyword alerts Budget range filtering Client history analysis Job type filtering (hourly/fixed) Experience level filtering 🛠️ Setup & Support Quick Setup Be up and running in 15 minutes with our step-by-step guide 📺 Watch Tutorial 💼 Get Expert Support 📧 Direct Help Transform your freelance career with automated job hunting. Spend less time searching and more

von Yaron Been
ABCD
free

AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with Gemini

This workflow automates the creation of exam questions (both open-ended and multiple-choice) from educational content stored in Google Docs, using AI-powered analysis and vector database retrieval This workflow saves educators hours of manual work while ensuring high-quality, curriculum-aligned assessments. Let me know if you'd like help adapting it for specific subjects! Use Cases Educators**: Rapidly generate quizzes, midterms, or flashcards. E-learning platforms**: Automate question banks for courses. Corporate training**: Create assessments for employee onboarding. Technical Requirements: APIs**: Google Gemini, OpenAI, Qdrant, Google Workspace. n8n Nodes**: LangChain, Google Sheets/Docs, HTTP requests, code blocks. This workflow combines AI efficiency with human-curated quality, making it a powerful tool for modern education and training. Advantages of This Workflow ✅ Fully Automated Exam Generation: From document to fully formatted quiz content with no manual intervention. ✅ Supports Comprehension and Critical Thinking: Questions are designed to go beyond factual recall, including inference and application. ✅ Uses AI and RAG for Accuracy: Ensures that answers are grounded in t

von Davide Boizza
Bgmailsheets
free

Automated Daily Customer Win-Back Campaign with AI Offers

Proactively retain customers predicted to churn with this automated n8n workflow. Running daily, it identifies high-risk customers from your Google Sheet, uses Google Gemini to generate personalized win-back offers based on their churn score and preferences, sends these offers via Gmail, and logs all actions for tracking. What does this workflow do? This workflow automates the critical process of customer retention by: Running automatically every day** on a schedule you define. Fetching customer data** from a designated Google Sheet containing metrics like predicted churn scores and preferred categories. Filtering* to identify customers with a high churn risk (score > 0.7) who haven't recently received a specific campaign (based on the created_campaign_date field - *you might need to adjust this logic). Using Google Gemini AI to dynamically generate one of three types of win-back offers, personalized based on the customer's specific churn score and preferred product categories: Informational: (Score 0.7-0.8) Highlights new items in preferred categories. Bonus Points: (Score 0.8-0.9) Offers points for purchases in a target category (e.g., Books). Discount Percentage: (Score 0.9-1

von Onur
AcalculatorCcompression
free

Extract and Organize Colombian Invoices with Gmail, GPT-4o & Google Workspace

🧾 Personal Invoice Processor This N8N workflow automates the extraction and organization of personal invoices in Colombia received via Gmail. It includes the following key steps: 🔁 Flow Summary Email Trigger Polls Gmail every 30 minutes for emails with .zip attachments (assumed to contain invoices). Expects ZIP file following DIAN standards. ZIP File Handling Extracts all files. Filters only PDF and XML files for processing. Data Extraction & Processing Uses LangChain Agent + OpenAI (GPT-4o-mini) to extract: Tipo de documento (Factura / Nota Crédito) Número de factura Fecha de emisión (YYYY-MM-DD) NIT emisor y receptor (sin dígito de verificación) Razón social del emisor Subtotal, IVA, Total CUFE Resumen de compra (max 20 words, formatted sentence) Validation Ensures Total = Subtotal + IVA using a calculator node. Storage Uploads the original PDF to Google Drive. Renames the file to: YYYY-MM-DD-NUMERO_FACTURA.pdf. Inserts or updates invoice details in Google Sheets using a unique Key (NIT_Emisor + Numero_Factura) to prevent duplication. > ⚙️ Designed for personal use with minimal latency tolerance and high automation reliability.

von Juan Sanchez
Acalln8nworkflowtoolCsheets
free

AI-Powered Restaurant Order Chatbot with GPT-4o for POS Integration

This workflow automates the restaurant POS (Point of Sale) data management process, facilitating seamless order handling, customer tracking, inventory management, and sales reporting. It retrieves order details, processes payment information, updates inventory, and generates real-time sales reports, all integrated into a centralized system that improves restaurant operations. The workflow integrates various systems, including a POS terminal to gather order data, payment gateways to process transactions, inventory management tools to update stock, and reporting tools like Google Sheets or an internal database for generating sales and performance reports. Who Needs Restaurant POS Automation? This POS automation workflow is ideal for restaurant owners, managers, and staff looking to streamline their operations: Restaurant Owners – Automate order processing, track sales, and monitor inventory to ensure smooth operations. Managers – Access real-time sales data and performance reports to make informed decisions. Staff – Reduce manual work, focusing on providing better customer service while the system handles orders and payments. Inventory Teams – Automatically update inventory levels ba

von Kumar Shivam
gmailsheetsW
free

Automate Lead Qualification with RetellAI Phone Agent, OpenAI GPT & Google Sheet

👉 Build a Phone Agent to qualify outbound leads and schedule inbound calls Who is this for? This workflow is designed for sales teams, call centers, and businesses handling both outbound and inbound lead calls who want to automate their qualification, follow-up, and call documentation process without manual intervention. It’s ideal for teams using Google Sheets, RetellAI, OpenAI, and Gmail as part of their tech stack. Real-World Use Cases 🛍 E-commerce – Instantly handle product FAQs and order status checks, 24/7. 🏬 Retail Stores – Share store hours, directions, and return policies without lifting a finger. 🍽 Restaurants – Take reservations or answer menu questions automatically. 💼 Service Providers – Book appointments or consultations while you focus on your craft. 📞 Any Local Business – Deliver friendly, consistent phone support — no live agent required. What problem is this workflow solving? Managing lead calls at scale can be chaotic—between scheduling outbound qualification calls, handling inbound appointment requests, and making sure every call is documented and followed up. This workflow automates the entire process, reducing human error and saving time by: ✅ Sending re

von Dr. Firas
BCsheetsW
free

Amazon Product Search Scraper with BrightData, GPT-4, and Google Sheets

This workflow automates web scraping of Amazon search result pages by retrieving raw HTML, cleaning it to retain only the relevant product elements, and then using an LLM to extract structured product data (name, description, rating, reviews, and price), before saving the results back to Google Sheets. It integrates Google Sheets to supply and collect URLs, BrightData to fetch page HTML, a custom n8n Function node to sanitize the HTML, LangChain (OpenRouter GPT-4) to parse product details, and Google Sheets again to store the output. URL to scape . Result Who Needs Amazon Search Result Scraping? This scraping workflow is ideal for teams and businesses that need to monitor Amazon product listings at scale: E-commerce Analysts** – Track competitor pricing, ratings, and inventory trends. Market Researchers** – Collect data on product popularity and reviews for market analysis. Data Teams** – Automate ingestion of product metadata into BI pipelines or data lakes. Affiliate Marketers** – Keep affiliate catalogs up to date with latest product details and prices. If you need reliable, structured data from Amazon search results delivered directly into your spreadsheets, this workflow saves

von phil
AautofixingoutputparserB
free

Explore n8n Nodes in a Visual Reference Library

WATCH THE n8n STARTER GUIDE 👇 This template is featured in the n8n Starter Guide series. The template is free, but comes with two additional PDFs and a Quick Start video if you grab the full download pack on gumroad. How it works This template is a visual map of many useful n8n nodes. It groups nodes like Triggers, AI tools, and App connectors onto the canvas. Explore the sections to learn about different nodes and easily copy them for your own workflows. It acts as a handy visual reference guide. Set up steps • Setup takes about 5 minutes. • Import the template into your n8n instance. • Explore the node categories visually on the canvas. • A Quick Start video is included in the download pack, along with a prompts PDF and PDF with links to other awesome n8n templates here on the n8n template gallery.

von I versus AI
sheetsWopenaichatmodelsentimentanalysis
free

🚀 YouTube Comment Sentiment Analyzer with Google Sheets & OpenAI

🚀 YouTube Comment Sentiment Analyzer with Google Sheets & OpenAI Who Should Use This? Influencers, marketers, and data teams who need instant insights into audience sentiment—without manual exports or scattered tools. The Challenge Manual exports** from YouTube Studio Time-consuming** sentiment tagging Data scattered** across multiple platforms Our workflow automates everything: from fetching comments to logging analysis—so you can focus on insights, not spreadsheets. What You’ll Get Dynamic Input Read a list of YouTube URLs from your Google Sheet. Full Comment Harvest Pull all top-level comments (handles pagination 100/page). Deep Sentiment Scan Classify each comment as Positive, Neutral, or Negative using OpenAI. Smart Formatting Capture metadata (author, likes, timestamp) alongside sentiment. Seamless Storage Append or update rows in your Google Sheet—ready for reporting. Easy Setup Prepare Google Sheet Create a sheet with a video_urls column (full YouTube links). Add and authorize a Google Sheets Oauth or service-account credential in n8n. Enable YouTube API Activate Data API v3 in Google Cloud, grab an API key, and save as an HTTP credential in n8n. Configure OpenAI Enter you

von Aayushman Sharma
Bsheetsopenrouterchatmodelreddit
free

Extract Business Leads from Reddit using GPT-4.1-mini Analysis and Google Sheets

This n8n workflow automates lead generation by searching Reddit for relevant posts based on keywords, filtering them, using OpenRouter AI to analyze and summarize content, and logging the findings (link, summary, etc.) to Google Sheets. Watch the full setup tutorial on how I setup this ETL pipeline using n8n: https://youtu.be/F3-fbU3UmYQ Required Authentication: To run this workflow, you need to set up credentials in n8n for: Reddit: Uses OAuth 2.0. Requires creating an app on Reddit to get a Client ID & Secret. (YT Tutorial for Reddit App Creation: https://youtu.be/zlGXtW4LAK8) OpenRouter: Uses an API Key. Generate this key directly from your OpenRouter account settings. (YT Tutorial : https://youtu.be/Cq5Y3zpEhlc) Google Sheets: Uses OAuth 2.0. Requires setup in Google Cloud Console (enable Sheets API, create OAuth Client ID with n8n redirect URI) to get a Client ID & Secret. Ensure these credentials are created and selected in the respective n8n nodes (Get Posts, OpenRouter Chat Model nodes, Output The Results).

von Ari Nakos
Bfacebookgraphapisheets
free

Automated AI Content Creation & Instagram Publishing from Google Sheets

Automated AI Content Creation & Instagram Publishing from Google Sheets This n8n workflow automates the creation and publishing of social media content directly to Instagram, using ideas stored in a Google Sheet. It leverages AI (Google Gemini and Replicate Flux) to generate concepts, image prompts, captions, and the final image, turning your content plan into reality with minimal manual intervention. Think of this as the execution engine for your content strategy. It assumes you have a separate process (whether manual entry, another workflow, or a different tool) for populating the Google Sheet with initial post ideas (including Topic, Audience, Voice, and Platform). This workflow takes those ideas and handles the rest, from AI generation to final publication. What does this workflow do? This workflow streamlines the content execution process by: Automatically fetching** unprocessed content ideas from a designated Google Sheet based on a schedule. Using Google Gemini to generate a platform-specific content concept (specifically for a 'Single Image' format). Generating two distinct AI image prompt options based on the concept using Gemini. Writing an engaging, platform-tailored cap

von Onur
CsheetsW
free

Discover & Enrich Decision-Makers with Apollo and Human Verification

🧩 What This Workflow Does This workflow automates the process of identifying and enriching decision-maker contacts from a list of companies. By integrating with Apollo's APIs and Google Sheets, it streamlines lead generation, ensures data accuracy through human verification, and maintains an organized leads database. 📚 Use Case Ideal for sales and marketing teams aiming to: Automate the discovery of key decision-makers (e.g., CEOs, CTOs). Enrich contact information with LinkedIn profiles, emails, and phone numbers. Maintain an up-to-date leads database with minimal manual intervention. Receive weekly summaries of newly verified leads. 🧪 Setup 1. Google Sheets Preparation: Use the following pre-configured Google Sheet: Company Decision Maker Discovery Sheet. This spreadsheet includes the necessary tabs and columns: Companies, Contacts, and Contacts (Verified). It also contains a custom onEdit Apps Script function that automatically updates the Status column to Pending whenever the Domain field is modified. To review or modify the script, navigate to Extensions > Apps Script within the Google Sheet. 2. Credentials Setup: Configure the following credentials in your n8n instance:

von Uche Madu
ABCsheets
free

Create a Session-Based Telegram Chatbot with GPT-4o-mini and Google Sheets

How It Works This workflow creates an AI-powered Telegram chatbot with session management, allowing users to: Start new conversations** (/new). Check current sessions** (/current). Resume past sessions** (/resume). Get summaries** (/summary). Ask questions** (/question). Key Components: Session Management**: Uses Google Sheets to track active/expired sessions (storing SESSION IDs and STATE). /new creates a session; /resume reactivates past ones. AI Processing**: OpenAI GPT-4 generates responses with contextual memory (via Simple Memory node). Summarization: Condenses past conversations when requested. Data Logging**: All interactions (prompts/responses) are saved to Google Sheets for audit and retrieval. User Interaction**: Telegram commands trigger specific actions (e.g., /question [query] fetches answers from session history). Main Advantages 1. Multi-session Handling Each user can create, manage, and switch between multiple sessions independently, perfect for organizing different conversations without confusion. 2. Persistent Memory Conversations are stored in Google Sheets, ensuring that chat history and session states are preserved even if the server or n8n instance restarts.

von Davide Boizza
CsheetsW
free

Generate & Enrich LinkedIn Leads with Apollo.io, LinkedIn API, Mail.so & GPT-3.5

Note: Now includes an Apify alternative for Rapid API (Some users can't create new accounts on Rapid API, so I have added an alternative for you. But immediately you are able to get access to Rapid API, please use that option, it returns more detailed data). *Scroll to bottom for APify setup guide* This n8n workflow automates LinkedIn lead generation, enrichment, and activity analysis using Apollo.io, RapidAPI, Google Sheets and Mail.so. Perfect for sales teams, founders, B2B marketers, and cold outreach pros who want personalized lead insights to drive better conversion rates. ⚙️ How This Workflow Works The workflow is broken down into several key steps, each designed to help you build and enrich a valuable list of LinkedIn leads: 1. 🔑 Lead Discovery (Keyword Search via Apollo) Pulls leads using Apollo.io's API based on keywords, industries, or job titles. Saves lead name, title, company, and LinkedIn URL to your Google Sheet. You can replace the trigger node from the form node to a webhook, whatsapp, telegram, etc, any way for you to send over your query variables over to initiate the workflow. 2. 🧠 Username Extraction (from LinkedIn URL) Extracts the LinkedIn username from pro

von Joseph