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AdvancedPremiumEmail AutomationScheduled trigger24 nodes

Build a daily digest: Google Sheets

Runs on a schedule across Google Sheets, PostgreSQL and Telegram, runs the text through an AI chain, then drops anything it has already handled. Built for auto-responders, around a "Gather from PostgreSQL" step, in 24 documented nodes.

Build a daily digest with PostgreSQL and Telegram without manual work. An original, ready-to-import n8n workflow built around the 'Scheduled Digest' pattern for marketing & advertising. It runs on a schedule and orchestrates 24 nodes across Google Sheets, HTTP / REST API, 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. Your team sees the right data at the right time.

Key benefits

  • Keeps Google Sheets and PostgreSQL in step for auto-responders, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or PostgreSQL are skipped, across all 24 nodes of this auto-responders build
  • A failed Google Sheets or PostgreSQL call is retried rather than dropped, at any of the 24 nodes in this auto-responders build
  • The auto-responders AI step is isolated from Google Sheets, so models swap without touching the other 24 nodes
  • Fans the same result out to Telegram in the same run, for auto-responders

Use cases

  • Teams keeping Google Sheets and PostgreSQL aligned by hand for auto-responders
  • Auto-responders work where "Gather from PostgreSQL" is still a manual step before Google Sheets
  • Auto-responders work that only reaches Google Sheets on a schedule, when someone remembers to start it

Integrations

Google SheetsHTTP / REST APIPostgreSQLTelegramSlackOpenAI

Workflow preview (24 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Daily ScheduleSchedule TriggerGather from PostgreSQLPostgresGather API NumbersHttp RequestGather from Google Shee…Google SheetsBlend SourcesMergeRoll Up KPIsSummarizeWrite Executive Summary…Chain LlmOpenAI Chat ModelLm Chat Open AiCompose HTML ReportCodeSend Report via TelegramTelegramEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetLoad Previous SnapshotPostgresCompute Drift vs Snapsh…CodeSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Tel…TelegramPark in Dead-Letter Que…Google Sheets

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.

Chain LlmCodeConvert To FileGoogle SheetsHttp RequestLm Chat Open AiMergePostgresRemove DuplicatesSchedule TriggerSetSlackSummarizeTelegram

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • Collecting from multiple sources and blending them into one stream
  • Rolling many rows up into a few reportable numbers
  • Summarizing and formatting a readable digest

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, HTTP / REST API, PostgreSQL, Telegram, …). 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.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.