Summarize documents: Telegram & Slack
Fires the moment a webhook arrives across Telegram, Slack and Google Sheets, scores the sentiment of every message, then runs the custom logic in a Code node. Built for drip campaigns, around a "Normalize Email Payload" step, in 19 documented nodes.
Summarize documents with Google Sheets and Telegram in real time. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for marketing & advertising. It fires on a webhook and orchestrates 19 nodes across Telegram, Slack, Google Sheets. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Nothing slips through the cracks.
Key benefits
- ✓Keeps Telegram and Slack in step for drip campaigns, without anyone re-typing a row
- ✓A failed Telegram or Slack call is retried rather than dropped, at any of the 19 nodes in this drip-campaigns build
- ✓Branches rejoin before Telegram, so a drip-campaigns run reports once rather than 19 times
- ✓Every drip-campaigns run leaves an audit row behind, alongside Telegram
- ✓Fans the same result out to Google Sheets in the same run, for drip campaigns
Use cases
- →Teams keeping Telegram and Slack aligned by hand for drip campaigns
- →Pushing drip-campaigns events into Telegram and Slack the moment they land, not on the next poll
- →Drip campaigns work where "Normalize Email Payload" is still a manual step before Telegram
- →Drip campaigns work that only reaches Telegram when a webhook arrives, when someone remembers to start it
Integrations
Workflow preview (19 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
What's inside (19 nodes)
A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.
From download to running in 3 steps
- 1Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
- 2Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
- 3Activate. Run it once to test, then toggle Active. The automation is live.
What you'll learn
Advanced levelAdds branching depth and audit logging on top of the core pattern.
- •Rejoining parallel branches with Merge so the run reports once
- •Moving data between Telegram, Google Sheets and Slack in a single run
- •Splitting one run into branches and merging the results back
Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.
Common questions
What exactly do I get?
The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.
How do I import it into n8n?
In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.
Do I need anything else for it to work?
You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Telegram, Slack, Google Sheets). No coding is required.
What if it doesn't work for me?
If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.
Can I modify or resell it?
You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.
Related templates
Compile a weekly summary for drip campaigns
Drip campaigns on n8n: runs on a schedule across Google Sheets, Slack, Airtable and Telegram, starting at "Gather from Airtable". Runs the text through an AI chain. 24 documented nodes.
Follow up open deals: Google Sheets & Notion
Drip campaigns on n8n: runs on a schedule across Google Sheets, Notion, Slack and Telegram, starting at "Normalize Email Payload". 29 documented nodes.
Nurture leads with Google Sheets
Drip campaigns on n8n: runs on a schedule across Google Sheets, Telegram and Slack, starting at "Keep Valid Emails". Pauses on a Wait node until it is time to continue. 17 documented nodes.
Deliver a metrics report: Slack, scheduled
Drip campaigns on n8n: runs on a schedule across Slack, Google Sheets, Notion and Telegram, starting at "Read Source Feed". Runs the text through an AI chain. 32 documented nodes.