Enrich B2B Google Maps leads with Apify, Jina AI, GPT-5.2 and Google Sheets
UnknownUnknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 15 nodes and runs on Telegram events (message). Along the way it connects Google Sheets, Telegram, OpenAI and Jina AI and 1 more.
How it runs
Trigger: On Telegram events (message).
- Parse Input Parameters (Code): runs custom JavaScript code
- Run Maps Scraper (Apify): uses Apify
- Fetch Dataset Items (Apify): work with datasets
- Deduplicate Places (Remove Duplicates): removes duplicate items
- Process Each Place (Loop Over Items (Split in Batches)): loops over the items in batches
- Send Done Notification (Telegram): uses Telegram
- Generate Company Summary (OpenAI): uses OpenAI
- Upsert Places to Sheet (Google Sheets): append or update
- Select Website URL (Edit Fields (Set)): sets 1 field: Site internet
- Website URL Exists? (If): checks a condition and branches into true / false
…plus 4 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that @apify/n8n-nodes-apify is verified or supports 3.0 (used in Fetch Dataset Items, Run Maps Scraper).
Nodes used (12)
- Apify
@apify/n8n-nodes-apify.apify - Remove Duplicates
n8n-nodes-base.removeDuplicates - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Google Sheets
n8n-nodes-base.googleSheets - Wait
n8n-nodes-base.wait - Telegram Trigger
n8n-nodes-base.telegramTrigger - Code
n8n-nodes-base.code - Telegram
n8n-nodes-base.telegram - Edit Fields (Set)
n8n-nodes-base.set - OpenAI
@n8n/n8n-nodes-langchain.openAi - If
n8n-nodes-base.if - Jina AI
n8n-nodes-base.jinaAi
From the author
Stop hunting leads by hand. This workflow automates the full run from Google Maps scraping to contact emails, all triggered from your phone via Telegram. Manual research that takes 4 hours now finishes in under 5 minutes for 50 leads. Last updated: September…