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Gemini

Google’s model family; check each case for its version and interface.

Official source ↗ · Source checked 2026-10-23

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Models, versions and aliases in cases

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Tasks covered in this library

79 tag-associated cases; tool roles have not all been reviewed. This is not the product’s full capability range.

Latest case update:2026-10-26

Workflows, prerequisites & evidence

Content & Creative

Auto-Monitor School Admission Updates with n8n: Web Scraping + Gemini AI + Email Alerts

Input: list of school websites; Process: daily scrape, Gemini checks for admission openings; Output: email notification

Read the case’s method and prerequisites

Prerequisites: n8n instance (self-hosted or cloud); Google Gemini API key; SMTP email account. Import the template, fill credentials and school list into designated nodes, then activate. Triggered daily at UTC 00:00.

n8n · google-gemini · email · http-request

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Sales, Marketing & Support

LinkedIn Lead Finder & Gemini-Powered Personalized Outreach (n8n Template)

Input keywords + purpose → Gemini generates Boolean search string → Google Custom Search fetches LinkedIn results → Write to Google Sheets → Loop to generate personalized outreach messages → Optional email notification

Read the case’s method and prerequisites

Prerequisites: n8n instance; Google Sheets account with target spreadsheet; Google Custom Search Engine (CSE) with 'Search the entire web' enabled and valid cx + API key; Gemini API access (googlePalmApi credential); SMTP credentials (optional). Costs: Google Custom Search and Gemini API billed per platform pricing; n8n per hosting plan. Boundaries: HTTP Request defaults hl=vi and gl=vn—adjust to your locale; Writing message node is actually gemini-1.5-flash, not gemini-2.5-flash; Google Sheets documentId and SMTP addresses are placeholders.

n8n · google-gemini · http-request · google-sheets · email

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Money, Bills & Benefits

Auto-Generate Monthly Financial Reports with n8n + Gemini AI

SQL data → AI analysis → HTML report → Outlook email, automatically delivered monthly per Cost Center

Read the case’s method and prerequisites

Prerequisites: n8n instance (self-hosted or Cloud), MySQL/PostgreSQL/ERPNext database, Microsoft Outlook or Gmail account, Google Gemini API Key. Understanding of your data schema is required to adapt SQL queries. Template defaults to ERPNext schema (tabBudget Group Detail, tabGL Entry, tabProject, tabEmployee). The Filter node hardcodes 'AI DEPARTMENT' for testing; update or remove for production.

n8n · mysql · outlook

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Content & Creative

Auto-Generate and Publish Instagram Carousels with n8n

Input a topic → Gemini writes a 6-slide script → Google Slides template replace → extract thumbnails → ImgBB host → Meta API publish to Instagram → Google Sheets log

Read the case’s method and prerequisites

Prerequisites: n8n instance; Google Cloud project with Drive/Slides/Sheets/Gemini APIs enabled; Meta Developer app (Instagram Business account + System User Token with instagram_basic, instagram_content_publish, pages_read_engagement); ImgBB free API Key; copies of the author's Google Slides and Google Sheets templates. Costs: Google Cloud pay-as-you-go; ImgBB free tier has rate limits; Meta API free within quota.

n8n · google-slides · google-sheets · google-drive · imgbb

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Work & Operations

Build a Telegram AI Chef Bot with n8n: Auto-Generate Recipes and Restaurant-Style Food Images

Input: Telegram dish name message → Process: n8n workflow calls OpenRouter to generate recipe and image → Output: recipe text + restaurant-plated food photo

Read the case’s method and prerequisites

Prerequisites: n8n instance with public webhook support, Telegram Bot Token (from BotFather), OpenRouter API Key. Cost: OpenRouter pay-per-call; gemini-2.5-flash-image-preview:free is a free preview, subject to OpenRouter quotas and availability. Known limitations: Window Buffer Memory uses chat.id as sessionKey—users in the same chat share context. Image generation depends on OpenRouter free tier availability.

n8n · telegram

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Content & Creative

Auto-Generate YouTube SEO Metadata and Thumbnails from Google Drive Videos with n8n

Google Drive video upload → LemonFox transcription → Gemini analysis for title/description/tags/thumbnail → auto-upload to YouTube → permission cleanup

Read the case’s method and prerequisites

Prerequisites: an accessible n8n instance; Google Drive OAuth credentials with access to the target folder; a LemonFox API key; Google Gemini API credentials; YouTube/upload-post.com API credentials. Import the template into n8n, then fill in credentials and folder IDs per node instructions. Place the video file in the designated Drive folder in advance, and store sponsor info as videotitle_sponsors.txt in the same folder if needed.

n8n · google-drive · lemonfox

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Content & Creative

Send a YouTube Link via Telegram, Auto-Transcribe and Generate a Shorts Script

Input: YouTube video URL (sent via Telegram); Processing: Supadata transcript + Gemini 2.5 Pro script generation; Output: title and script returned via Telegram

Read the case’s method and prerequisites

Deploy on a self-hosted n8n instance (community nodes are incompatible with n8n Cloud). Install the n8n-nodes-supadata community node, then register three credentials in n8n: telegramApi (bot token from BotFather), supadataApi (from https://supadata.com/), and googlePalmApi (Gemini API key). Once the workflow is active, sending a YouTube link to the Telegram bot triggers the automation.

n8n · telegram · supadata

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Sales, Marketing & Support

Discover B2B Leads with Gemini and Brave Search in n8n

Input industry type and location → AI Agent searches and validates with multiple tools → outputs structured prospect list with websites and contact details

Read the case’s method and prerequisites

Requires self-hosted n8n (community nodes are incompatible with n8n Cloud). Prepare four credentials: Google Gemini (chat model and search), Brave Search (recommended via Smithery MCP or direct API), Jina AI (web scraping). Import this template as a sub-workflow and call it from a parent workflow via the Tool Workflow node.

n8n · Brave Search · Jina AI

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Content & Creative

Auto-edit and post TikTok videos with n8n: Gemini Omni Flash + OpenAI

Input video URL + edit prompt → render via Fal Gemini Omni Flash → generate title with OpenAI → upload to TikTok via Upload-Post

Read the case’s method and prerequisites

Prerequisites: n8n instance; Fal.run API key (httpHeaderAuth); OpenAI API key (openAiApi, model must support gpt-5); Upload-Post.com account and API key (httpHeaderAuth). The caller must be able to POST JSON to the n8n webhook containing video_url and prompt. Costs: Fal.run, OpenAI, and Upload-Post billed per their pricing. Network: n8n must reach queue.fal.run and api.upload-post.com.

n8n

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Content & Creative

n8n Auto YouTube Shorts: Flux + Runway + Creatomate Pipeline

Read ideas from Google Sheets → AI-generate images/animation/audio → merge and render → auto-upload to YouTube

Read the case’s method and prerequisites

Prerequisites: n8n cloud or self-hosted instance; Google Sheets with specified column names; API keys for Anthropic Claude / Google Gemini, Flux AI (RapidAPI), RunwayML, ElevenLabs, Creatomate, and YouTube API configured as n8n credentials. Costs: each API provider bills independently; specific pricing unknown.

n8n · google-sheets · runwayml · elevenlabs · creatomate

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Content & Creative

Approve AI Short Videos in Telegram Before Auto-Posting to TikTok, Reels, and Shorts

Google Sheets idea input → Gemini generates script and captions → Veo 3.1 renders 9:16 video → Telegram human approval → PostWire multi-platform publish

Read the case’s method and prerequisites

Prerequisites: n8n instance; PostWire account (with TikTok/Instagram/YouTube connected) and API key; Google Sheets OAuth credential; Google Gemini paid credential (with Veo 3.1 access); Telegram Bot and chat ID. Cost: author estimates approximately one US dollar per 8-second Veo 3.1 Fast clip; actual pricing depends on Google.

n8n · telegram · google-sheets

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Content & Creative

Auto-Generate E-Commerce Promotional Carousels with n8n (Gemini 2.5 + Social Publishing)

Upload product image & description → AI generates 4 promo images (prompts target vertical 9:16) → auto-store & optionally publish to Instagram/TikTok/YouTube/Facebook

Read the case’s method and prerequisites

Requires an n8n instance. Prerequisites: sign up at fal.ai for API token (Gemini 2.5 Flash image generation); register at imgbb for API key (image hosting); configure OpenAI API key (copy generation); optionally register at upload-post.com and link an Instagram business account (auto-publishing). Credential types: httpHeaderAuth, openAiApi, googlePalmApi, uploadPostApi. Input: product image (JPG/PNG/WebP) + text description. Output: 4 promo image URLs (9:16 is a prompt target; the HTTP request sets no dimensions, so the ratio is not guaranteed) + social copy + optional multi-platform publish.

n8n · fal.ai · imgbb · upload-post.com

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Content & Creative

Auto-generate LinkedIn, Facebook, and Bluesky posts with images from Google Sheets topics

Input: rows marked ready in Google Sheets; Processing: Gemini writes platform-specific copy and an image prompt, generates the image, then PostWire publishes; Output: post links written back to the sheet, email alert on failure

Read the case’s method and prerequisites

Prerequisites: n8n instance; PostWire account with social profiles connected; Google Sheets with columns topic, notes, status, posted_at, links, note; Google Gemini credentials for text and image models; Gmail credentials. Cost: Gemini text fits the free tier; Nano Banana image costs about 0.04 USD. PostWire free plan posts to 2 networks per post.

n8n · google-sheets · gmail

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Content & Creative

Build a Self-Improving TikTok Carousel Workflow in n8n: Gemini Plans, fal.ai Renders, OpenAI Writes, Auto-Publishes

Input: product info + historical data sheet; Process: daily analytics refresh → Gemini generates strategy → fal.ai renders 4× 9:16 images → OpenAI writes caption → Upload-Post publishes; Output: published TikTok carousel + updated skill log

Read the case’s method and prerequisites

Requires an n8n instance, Google Sheets OAuth2, Google Gemini credentials, OpenAI API key, fal.ai API key (HTTP Header Auth), an Upload-Post account with TikTok connected, and the n8n-nodes-upload-post community node. Copy the provided Google Sheet template and paste its ID on first setup.

n8n · google-sheets · fal.ai · upload-post

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Sales, Marketing & Support

Auto-generate structured eBooks with n8n + Gemini Flash and export to Google Docs

Enter a title → Gemini generates chapter outline and structure → generates detailed content per chapter → writes to a Google Doc

Read the case’s method and prerequisites

Prerequisites: self-hosted n8n instance (community nodes are incompatible with Cloud); Google Gemini API credentials (googlePalmApi) and Google Docs OAuth2 credentials (googleDocsOAuth2Api). Input: a title string in the n8n Set node. Cost: Gemini API billed by token; Google Docs is free.

n8n · google-docs

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