Send a metrics report for exports
Runs on a schedule across Telegram, Google Sheets and PostgreSQL, runs the text through an AI chain, then reads the feed and keeps only what is new. Built for exports, around a "Read Source Feed" step, in 24 documented nodes.
Send a metrics report with PostgreSQL and Telegram. An original, ready-to-import n8n workflow built around the 'Scheduled Digest' pattern for data & analytics. It runs on a schedule and orchestrates 24 nodes across Telegram, Google Sheets, PostgreSQL. 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. What used to take a morning now runs on its own.
Key benefits
- ✓Keeps Telegram and Google Sheets in step for exports, without anyone re-typing a row
- ✓Safe to re-run: records already in Telegram or Google Sheets are skipped, across all 24 nodes of this exports build
- ✓A failed Telegram or Google Sheets call is retried rather than dropped, at any of the 24 nodes in this exports build
- ✓Every exports run leaves an audit row behind, alongside Telegram
- ✓The exports AI step is isolated from Telegram, so models swap without touching the other 24 nodes
Use cases
- →Teams keeping Telegram and Google Sheets aligned by hand for exports
- →Exports work where "Read Source Feed" is still a manual step before Telegram
- →Exports work that only reaches Telegram on a schedule, when someone remembers to start it
Integrations
Workflow preview (24 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
What's inside (24 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.
- •Collecting from multiple sources and blending them into one stream
- •Summarizing and formatting a readable digest
- •Archiving each run for an audit trail
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, Google Sheets, PostgreSQL, 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.
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