Monitor Google Maps reviews with sentiment analysis & RAG agent using Pinecone
Needs changesNeeds changes. This template uses 1 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes). 1 breaking item(s) found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 30 nodes and runs on a schedule (every day) (plus 3 other triggers). Along the way it connects Telegram, Embeddings OpenAI, Pinecone Vector Store and OpenAI Chat Model and 1 more.
How it runs
Trigger: On a schedule (every day) (plus 3 other triggers).
- ⚠️ CONFIGURATION (Edit Fields (Set)): sets or maps fields
- ⚠️ CONFIGURATION (Edit Fields (Set)): sets or maps fields
- ⚠️ CONFIGURATION (Edit Fields (Set)): sets or maps fields
- Empty Namespace (Keep DB) (HTTP Request): calls an HTTP API
- AI Data Analyst (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 1 tool (Pinecone Search Tool)
- Start Google Maps Scraper (HTTP Request): calls an HTTP API
- Confirmation text (Telegram): uses Telegram
- Send a text message (Telegram): uses Telegram
- Wait: pauses before continuing
- Get Dataset Results (HTTP Request): calls an HTTP API
…plus 9 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- AI Agent v1 (old agent modes) in AI Data Analyst (v1.6), AI Review Analyst (v1.6): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| AI Agent v1 (old agent modes) AI Data Analyst (v1.6), AI Review Analyst (v1.6) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Nodes used (16)
- Edit Fields (Set)
n8n-nodes-base.set - Schedule Trigger
n8n-nodes-base.scheduleTrigger - Wait
n8n-nodes-base.wait - Telegram
n8n-nodes-base.telegram - Telegram Trigger
n8n-nodes-base.telegramTrigger - Embeddings OpenAI
@n8n/n8n-nodes-langchain.embeddingsOpenAi - Pinecone Vector Store
@n8n/n8n-nodes-langchain.vectorStorePinecone - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - AI Agent
@n8n/n8n-nodes-langchain.agent - HTTP Request
n8n-nodes-base.httpRequest - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Aggregate
n8n-nodes-base.aggregate - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Manual Trigger
n8n-nodes-base.manualTrigger - Google Sheets
n8n-nodes-base.googleSheets
From the author
Analyze and Sync Google Maps Reviews to Pinecone > Note: This template requires an Apify account, an OpenAI account, and a Pinecone database. Overview This workflow automates your reputation management by scraping Google Maps reviews, analyzing their…