# Monitor Google Maps reviews with Pinecone: n8n workflow > Started by an incoming Telegram message, and works across Google Sheets, Pinecone and Telegram. Source: https://millionrounds.com/workflow/monitor-google-maps-reviews-with-pinecone (Millionrounds; every figure on the page links to its filing or article) [Automation library](https://millionrounds.com/workflows) · [Alerts and monitoring](https://millionrounds.com/workflows?category=Alerts+and+monitoring#library) # Monitor Google Maps reviews with Pinecone Started by an incoming Telegram message, and works across Google Sheets, Pinecone and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 30 steps, 4 loops or waits: large, and worth reading before you trust it with anything live. Large Calls a model: OpenAI Retrieval [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-google-maps-reviews-with-pinecone) **30 steps** Large: read it before trusting it with anything live **0** Branches: places the flow splits **4** Loops or waits **3** Services it connects to ## The flow Starts it 4 Model 10 Logic 9 Service 7 The steps in the order they run, from what starts it. - 1 **Trigger at midnight** Schedule trigger *Starts it* - 2 **Telegram Trigger** Telegram trigger *Starts it* - 3 **Embeddings OpenAI1** Embeddings Open Ai *Model* - 4 **OpenAI Chat Model** Lm Chat Open Ai *Model* - 5 **Every Sunday at 11pm** Schedule trigger *Starts it* - 6 **Default Data Loader** Document Default Data Loader *Model* - 7 **Structured Output Parser** Output Parser Structured *Model* - 8 **Embeddings OpenAI** Embeddings Open Ai *Model* - 9 **When clicking "Execute"** Manual trigger *Starts it* - 10 **GPT 5 mini** Lm Chat Open Ai *Model* - 11 **⚠️ CONFIGURATION** Set *Logic* - 12 **⚠️ CONFIGURATION1** Set *Logic* - 13 **Pinecone Search Tool** Vector Store Pinecone *Model* - 14 **AI Data Analyst** Agent *Model* - 15 **⚠️ CONFIGURATION2** Set *Logic* - 16 **Pinecone Ingest** Vector Store Pinecone *Model* - 17 **AI Review Analyst** Agent *Model* - 18 **Start Google Maps Scraper** Http Request *Service* - 19 **Send a text message** Telegram *Service* - 20 **Empty Namespace (Keep DB)** Http Request *Service* - 21 **Wait 2s** Wait *Logic* - 22 **Send Alert** Telegram *Service* - 23 **Wait for Scraper** Wait *Logic* - 24 **Confirmation text** Telegram *Service* - 25 **Loop Over Items** Split In Batches *Logic* - 26 **Get Dataset Results** Http Request *Service* - 27 **Aggregate Data** Aggregate *Logic* - 28 **Format Data (Reviews)** Set *Logic* - 29 **Log data** Google Sheets *Service* - 30 **Wait 5s** Wait *Logic* ## How it's built - **Starts on:** An incoming Telegram message - **Steps:** 30, 4 loops or waits - **Size:** Large: read it before trusting it with anything live - **Connects to:** Google Sheets, Pinecone, Telegram - **Model:** OpenAI - **Retrieval:** Answers are drawn from documents you supply, not from the model alone ## Questions What does it need to run? An n8n account, plus your own Google Sheets, Pinecone and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included. What starts it? It starts on an incoming Telegram message. Does it use AI? Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n. How long does it take to set up? Take your time. At 30 steps it is large: read it before trusting it with anything live. How do I import it? Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts. **Before you run it** Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 30 steps before you point it at anything that matters. ## Run it in n8n - **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n) - **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-google-maps-reviews-with-pinecone) - **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts. Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind. ## Connects to Each opens the other workflows that use it. [Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)[Pinecone](https://millionrounds.com/workflows?service=Pinecone#library)[Telegram](https://millionrounds.com/workflows?service=Telegram#library) ## Workflows like it Also alerts and monitoring, with the same services where possible, closest in size first. - [**AI industry trend monitor 24/7 across X, Gmail, and websites** 30 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-industry-trend-monitor-24-7-across-x-gmail-and-websites) - [**Automate ESG carbon monitoring and strategy execution** 30 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/automate-esg-carbon-monitoring-and-strategy-execution-2) - [**Monitor and optimize carbon emissions for ESG reporting** 30 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/monitor-and-optimize-carbon-emissions-for-esg-reporting) - [**Match teacher substitutes and send notifications with OpenAI** 29 steps · calls a model · Gmail, Google Calendar](https://millionrounds.com/workflow/match-teacher-substitutes-and-send-notifications-with-openai) - [**Monitor favorite YouTube channels with RSS** 29 steps · calls a model · Gmail, RSS](https://millionrounds.com/workflow/monitor-favorite-youtube-channels-with-rss) - [**Monitor semiconductor board reliability with OpenAI and Slack** 29 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/monitor-semiconductor-board-reliability-with-openai-and-slac)