Build a metrics report: Google Sheets
Runs on a schedule across Google Sheets and Gmail, summarises long text with an AI chain, then drops anything it has already handled. Built for inbox triage, around a "Pull Fresh Items (API)" step, in 23 documented nodes.
Build a metrics report with Google Sheets and Gmail hands-free. An original, ready-to-import n8n workflow built around the 'Scheduled Digest' pattern for marketing & advertising. It runs on a schedule and orchestrates 23 nodes across Google Sheets, Gmail, HTTP / REST API. 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. The result is a hands-off process that just works.
Key benefits
- ✓Keeps Google Sheets and Gmail in step for inbox triage, without anyone re-typing a row
- ✓Safe to re-run: records already in Google Sheets or Gmail are skipped, across all 23 nodes of this inbox-triage build
- ✓A failed Google Sheets or Gmail call is retried rather than dropped, at any of the 23 nodes in this inbox-triage build
- ✓Every inbox-triage run leaves an audit row behind, alongside Google Sheets
- ✓The inbox-triage AI step is isolated from Google Sheets, so models swap without touching the other 23 nodes
Use cases
- →Teams keeping Google Sheets and Gmail aligned by hand for inbox triage
- →Inbox triage work where "Pull Fresh Items (API)" is still a manual step before Google Sheets
- →Inbox triage work that only reaches Google Sheets on a schedule, 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.
- •Summarizing and formatting a readable digest
- •Archiving each run for an audit trail
- •Moving data between Gmail 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, Gmail, HTTP / REST API). 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
Deliver a weekly summary: Google Sheets
Inbox triage on n8n: runs on a schedule across Google Sheets, Slack and Gmail, starting at "Read Source Feed". Runs the text through an AI chain. 24 documented nodes.
Deliver a daily digest: Google Sheets & Gmail
Inbox triage on n8n: runs on a schedule across Google Sheets, Gmail and Slack, starting at "Read Recent from Gmail". Summarises long text with an AI chain. 24 documented nodes.
Nurture trial users: Slack & Notion
Inbox triage on n8n: runs on a schedule across Slack, Notion, PostgreSQL, Google Sheets and Gmail, starting at "Normalize Email Payload". 31 documented nodes.
Follow up open deals: Google Sheets & MySQL
Inbox triage on n8n: runs on a schedule across Google Sheets, MySQL, Gmail and Slack, starting at "Stamp & Shape Email". Pauses on a Wait node until it is time to continue. 24 documented nodes.