Recipes / Finance

Our rating: 3/5 for this setup

n8n invoice OCR from Drive, Gmail and Telegram to Sheets

Watches a Drive folder, a Gmail label, and a Telegram bot for invoices, OCRs them with Gemini, and writes structured fields to Sheets.

New Added Oct 15, 2026 · ✓ Last checked Oct 15, 2026

It broke for meBroke?
How it works: n8n invoice OCR from Drive, Gmail and Telegram to Sheets. Trigger: Invoice in Drive, Gmail or Telegram. The bot (n8n + Gemini API + Google Sheets): Gemini OCRs it; Pulls out structured fields. Result: Fields written to Sheets. Replaces Bookkeeping data entry.HOW IT WORKSn8n invoice OCR from Drive, Gmail and Telegram to Sheets1 · TRIGGER2 · THE BOT3 · RESULTInvoice in Drive,Gmail or Telegramn8nGemini APIGoogle SheetsGemini OCRs itPulls out structured fieldsFields written toSheetsREPLACESBookkeeping data entryRATED 3/5 · MEDIUM SETUPAppToBot
How it works: trigger: Invoice in Drive, Gmail or Telegram; the bot (n8n + Gemini API + Google Sheets): Gemini OCRs it; Pulls out structured fields; result: Fields written to Sheets.HOW IT WORKS1 · TRIGGERInvoice in Drive, Gmail orTelegram2 · THE BOTn8nGemini APIGoogle SheetsGemini OCRs itPulls out structured fields3 · RESULTFields written to SheetsREPLACESBookkeeping data entry
Diagram drawn by AppToBot from this recipe's source. It shows the flow, not a screenshot of the product.

Setup steps

  1. Import template
  2. Add Gemini key
  3. Set Drive folder, Gmail label, Telegram bot
  4. Connect Sheets

Steps summarized from the original Template source ↗. Use “Copy” to grab them with the tools and source link, or copy an AI prompt.

Try it with AI

Paste this into ChatGPT, Claude or your own agent for step-by-step help. Prompt written by AppToBot from this recipe's data, not by the original author. It keeps drafts for your review and asks before anything is sent or paid.

Help me set up this automation using n8n + Gemini API + Google Sheets: "n8n invoice OCR from Drive, Gmail and Telegram to Sheets".
Goal: replace Bookkeeping data entry.

How it should work:
- Trigger: Invoice in Drive, Gmail or Telegram
- Then: Gemini OCRs it
- Then: Pulls out structured fields
- Result: Fields written to Sheets

Setup steps (summarized from the original source):
1. Import template
2. Add Gemini key
3. Set Drive folder, Gmail label, Telegram bot
4. Connect Sheets

Guide me one step at a time. Ask me for anything you need (accounts, sheet or channel names) before you start.

Safety rules:
- Build and test with sample data first, and show me a sample result before anything goes live.
- Keep anything that goes to other people (emails, posts, replies, record updates) as drafts for my review until I say otherwise.
- Never send, post, buy, pay, delete or change records without my approval.
- Tell me about any cost (paid plans, API usage) before I'd incur it, and help me set a spending limit.
- Keep API keys and passwords out of shared docs and chats.
- Privacy: Invoices go to Google Gemini.

Based on: https://n8n.io/workflows/3618-auto-invoice-and-receipt-ocr-to-google-sheets-drive-gmail-and-telegram-triggers/

From the source

Template author's screenshot of the resulting Google Sheet of invoice fields (author redacted some columns)
Image from n8n.io, the source of this recipe, shown as a reference. It belongs to its owner. Downloaded Oct 17, 2026.
Bookkeeping data entryn8n + Gemini API + Google Sheets

Tool names link to each official site (opens in a new tab).

Cost after$5 template (n8n listing) + Gemini key + n8n
SetupMedium · Not reported
Time savedNot reported
SkillIntermediate

Running cost: API pennies Gemini API key; the template is a one-time $5 purchase. No-code How we sort costs
Stack: n8n · Gemini · Google Sheets

App vs bot, side by side

Old app vs bot
Old app / habitBot
ToolBookkeeping data entryn8n + Gemini + Drive/Gmail/Telegram triggers + Sheets
Monthly costNot reported$5 template (n8n listing) + Gemini key + n8n
SetupNone (already in use)Not reported · Intermediate
Your timeBaselineNot reported
MaintenanceHandled by vendor/you as beforeCheck extracted fields periodically.
PrivacyData stays with the app vendorInvoices go to Google Gemini.

Full comparison

ReplacesBookkeeping data entry
Bot / agent stackn8n + Gemini + Drive/Gmail/Telegram triggers + Sheets
Monthly cost beforeNot reported
Monthly cost after$5 template (n8n listing) + Gemini key + n8n
Setup timeNot reported
Time savedNot reported
Skill levelIntermediate
Reliability3/5: published template.
MaintenanceCheck extracted fields periodically.
Privacy & dataInvoices go to Google Gemini.
Best forFreelancers and bookkeepers
Not forFirms needing audit-grade accounting

Pros and cons

Pros

  • Three ways to submit invoices

Cons

  • Paid template
  • OCR errors need checking

Source and evidence

Published template.

Read the original Template source ↗

“Not reported” means the source doesn't say. We never fill gaps with guesses. Numbers marked “per author” or “vendor claim” are the source's own and weren't independently tested. Source last checked Oct 15, 2026.

Our rating is an editorial opinion based on the public source above, not lab testing. Spot an error? Request a correction.

Plain-text summary (for search and AI assistants)

n8n invoice OCR from Drive, Gmail and Telegram to Sheets. Replaces Bookkeeping data entry with n8n + Gemini + Drive/Gmail/Telegram triggers + Sheets. Cost before: Not reported. Cost after: $5 template (n8n listing) + Gemini key + n8n. Setup: Not reported, Intermediate. Time saved: Not reported. Reliability 3/5: 3/5: published template. Best for: Freelancers and bookkeepers. Not for: Firms needing audit-grade accounting. Source: https://n8n.io/workflows/3618-auto-invoice-and-receipt-ocr-to-google-sheets-drive-gmail-and-telegram-triggers/

Related recipes

More: all Finance recipes · Best AI agents to replace Zapier · n8n vs Make: AI agent recipes compared

Compare with another recipe ← All recipes

Questions, corrections or ideas?

Spotted an error, want a recipe covered, or have a partnership idea? Send us a message and we'll get back to you.

Contact us

Starting your own newsletter? Try beehiiv ↗

What is beehiiv?

beehiiv is a newsletter platform: you write and send emails, host a newsletter website, and grow and monetize a list from one place. We've used it for our own newsletter.

beehiiv says (vendor claims, not tested by us):

  • Free plan with up to 2,500 subscribers and unlimited sends
  • Built-in website, recommendation network and analytics
  • 0% cut of paid subscription revenue (Stripe fees apply)

Good for: starting or growing an email newsletter. Not ideal for: email automations or removing beehiiv branding on a $0 budget (those need Lite or Pro).

Free plan: $0, no card needed. Paid plans from $49/mo billed annually (Lite, up to 1,000 subscribers). People who sign up through our link get a 14-day trial plus 20% off their first 3 months, per beehiiv's partner page. Facts as of Oct 2026, from beehiiv's own website. More about beehiiv →

Press / anywhere to search. Open full search

Send us a bot that replaced an app

Three quick fields. We check every link by hand and only publish what the source supports.

Please don't enter an email address here; we never publish emails. Stored for up to 12 months. See Privacy and Terms.