Distill documents for social copy
Fires the moment a webhook arrives across Google Sheets, PostgreSQL and Telegram, classifies each item with a language model, then drops anything it has already handled. Built for social copy, around a "Normalize Draft Payload" step, in 23 documented nodes.
Distill documents with PostgreSQL and Telegram with instant alerts. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for content creation & media. It fires on a webhook and orchestrates 23 nodes across Google Sheets, PostgreSQL, Telegram. 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 Google Sheets and PostgreSQL in step for social copy, without anyone re-typing a row
- ✓Safe to re-run: records already in Google Sheets or PostgreSQL are skipped, across all 23 nodes of this social-copy build
- ✓A failed Google Sheets or PostgreSQL call is retried rather than dropped, at any of the 23 nodes in this social-copy build
- ✓Every social-copy run leaves an audit row behind, alongside Google Sheets
- ✓Fans the same result out to Telegram in the same run, for social copy
Use cases
- →Teams keeping Google Sheets and PostgreSQL aligned by hand for social copy
- →Pushing social-copy events into Google Sheets and PostgreSQL the moment they land, not on the next poll
- →Social copy work where "Normalize Draft Payload" is still a manual step before Google Sheets
- →Social copy work that only reaches Google Sheets when a webhook arrives, when someone remembers to start it
Integrations
Workflow preview (23 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
What's inside (23 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
Production levelProduction-grade: idempotency, dead-letter handling, and reconciliation included.
- •Classifying text with a Text Classifier and acting on the label
- •Rejoining parallel branches with Merge so the run reports once
- •Moving data between Telegram, PostgreSQL and Google Sheets in a single run
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 (Google Sheets, PostgreSQL, Telegram, Slack, …). 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
Distill long emails for newsletters
Newsletters on n8n: runs when a webhook arrives across Google Sheets, PostgreSQL, Telegram and Slack, starting at "Read Recent from PostgreSQL". 23 documented nodes.
Digest meeting notes: Telegram & Slack
Captions on n8n: runs when a webhook arrives across Telegram, Slack, Google Sheets and PostgreSQL, starting at "Detect Sentiment". Scores the sentiment of every message. 23 documented nodes.
Power an assistant workflow with Google Sheets, Slack and PostgreSQL
Multi-tool agent on n8n: runs when a webhook arrives across Google Sheets, Slack, PostgreSQL and Telegram, starting at "Normalize Request Payload". 23 documented nodes.
Summarize meeting notes with Slack for newsletters
Newsletters on n8n: runs when a webhook arrives across Slack, Google Sheets, PostgreSQL and Telegram, starting at "Stamp & Shape Email". Scores the sentiment of every message. 31 documented nodes.