Workflow automation for businesses that need AI agents, RAG chatbots, review monitoring, SMS and voice AI, document handling, scraping, media processing, and reliable system notifications.
11
Workflow examples
AI
Agents + RAG
API
Integrations
Ops
Alerts + logs
workflow.json
1trigger.webhook
2retrieve.context
3agent.reason
4notify.team
01
Workflow 01
Backup to GitHub
Automated scheduled backup of n8n workflows to GitHub for version control, data safety, and operational history.
n8n Version Control Backup GitHub
01
Schedule Trigger
02
Retrieve Workflows
03
Format to JSON
04
Base64 Encoding
View Workflow Process
1
Schedule Trigger
Runs the backup process on a defined interval.
2
Retrieve Workflows
Fetches active workflows from a self-hosted n8n instance through its API.
3
Format to JSON
Normalizes workflow objects into versionable JSON files.
4
Base64 Encoding
Encodes file content for repository API updates.
5
Sync to Repo
Checks existing files and commits updates only when workflow content changes.
02
Workflow 02
AI Chatbot for Facebook & Zalo-style Messaging
An AI chatbot workflow using business knowledge retrieval, Qdrant, RAG, and messaging webhooks for faster customer replies.
n8n AI Chatbot Qdrant RAG Webhooks
01
Multi-Platform Webhook
02
Knowledge Ingestion
03
Semantic Search
04
AI Response
View Workflow Process
1
Multi-Platform Webhook
Receives incoming messages from supported messaging channels.
2
Knowledge Ingestion
Stores business documents, FAQs, and product data in a vector database.
3
Semantic Search
Retrieves the most relevant context from Qdrant before generating an answer.
4
AI Response
Uses an LLM to draft a context-aware response in the business tone.
5
Escalation
Routes low-confidence or sensitive conversations to a human team member.
03
Workflow 03
Google Review Monitor & Auto-Reply
A review monitoring workflow that classifies sentiment, drafts AI replies, logs outcomes, and alerts the team.
n8n Google APIs Sentiment Reviews AI
01
Review Monitoring
02
Sentiment Analysis
03
Reply Drafting
04
Logging
View Workflow Process
1
Review Monitoring
Polls or receives new review data from supported APIs.
2
Sentiment Analysis
Classifies reviews as positive, neutral, or negative.
3
Reply Drafting
Generates brand-safe replies for team approval or publishing.
4
Logging
Stores review data, draft reply, and status in a spreadsheet.
5
Alerts
Notifies the team when urgent or negative reviews need attention.
04
Workflow 04
SMS AI Center
A Twilio and n8n workflow for AI-assisted SMS conversations, customer inquiry handling, and team notifications.
n8n Twilio SMS AI Agent
01
Twilio Webhook
02
Intent Classification
03
Context Retrieval
04
AI Reply
View Workflow Process
1
Twilio Webhook
Receives incoming SMS messages in real time.
2
Intent Classification
Classifies the customer request and checks required context.
3
Context Retrieval
Fetches relevant business data or previous conversation notes.
4
AI Reply
Generates a safe response aligned with the business tone.
5
SMS Delivery
Sends the response and logs the interaction.
05
Workflow 05
Voice AI Call Center Workflow
A Vapi, LLM, and n8n orchestration workflow for voice AI calls, appointment flows, CRM lookups, and call logging.
Vapi OpenAI n8n Voice AI
01
Voice Trigger
02
Conversation Engine
03
Tool Orchestration
04
Call Flow
View Workflow Process
1
Voice Trigger
Handles inbound or outbound voice events through Vapi.
2
Conversation Engine
Uses an LLM to understand caller intent and respond naturally.
3
Tool Orchestration
Lets n8n perform CRM lookup, booking, or data retrieval during the call.
4
Call Flow
Manages transfer, callback, voicemail, or escalation logic.
5
Analytics
Stores transcripts and call metadata for operational review.
06
Workflow 06
Scrape Website to Notion or Sheets
A data extraction workflow for competitor research, lead tracking, and structured business data collection.
n8n Web Scraping AI Agent Notion Google Sheets
01
Fetch Strategy
02
Extraction
03
Cleaning
04
Database Mapping
View Workflow Process
1
Fetch Strategy
Runs an HTTP or browser-based scraper depending on the target site.
2
Extraction
Uses AI or structured parsers to identify relevant business information.
3
Cleaning
Normalizes names, emails, addresses, and links.
4
Database Mapping
Writes clean data to Notion, Google Sheets, or another target.
5
Alerting
Sends a short summary when the workflow completes.
07
Workflow 07
Affiliate Video Generation Workflow
A marketing workflow concept that reads product links, extracts product context, creates prompts, and routes video assets for review.
n8n AI Video Affiliate Marketing
01
Input Queue
02
Product Extraction
03
Prompt Builder
04
Asset Routing
View Workflow Process
1
Input Queue
Reads product links and campaign metadata from a spreadsheet.
2
Product Extraction
Extracts product copy, image references, and selling points.
3
Prompt Builder
Creates a structured prompt for video or creative generation.
4
Asset Routing
Stores generated assets and captions for review.
5
Publishing Prep
Prepares captions and metadata for social platforms.
08
Workflow 08
TikTok/Douyin Dubbing & Subtitle Translation
A media automation workflow for downloading source media, transcribing audio, translating subtitles, generating voiceover, and rendering with FFmpeg.
n8n FFmpeg Groq Whisper Subtitles TikTok
01
Content Intake
02
Video Processing
03
Transcription
04
Translation
View Workflow Process
1
Content Intake
Receives a video URL or file through a controlled input channel.
2
Video Processing
Normalizes video format and extracts audio with FFmpeg.
3
Transcription
Transcribes speech and creates timestamped subtitle data.
4
Translation
Uses an LLM to translate and preserve subtitle timing.
5
Render
Generates voiceover and renders subtitles into the final video.
09
Workflow 09
Facebook Page Comment Management Bot
A moderation and response workflow that classifies comments, drafts replies, tracks repeated issues, and alerts a human reviewer.
n8n Facebook OpenAI Moderation Google Sheets
01
Post Retrieval
02
Comment Processing
03
AI Classification
04
Reply Drafting
View Workflow Process
1
Post Retrieval
Fetches recent posts and comments from the connected page.
2
Comment Processing
Filters already-handled comments and extracts relevant context.
3
AI Classification
Classifies comment type, tone, and action priority.
4
Reply Drafting
Creates a suggested response for positive or support comments.
5
Review Queue
Logs risky comments for team approval before action.
10
Workflow 10
MCP Google Maps Workflow
A Model Context Protocol integration concept that exposes map search and place details to AI agents and n8n workflows.
n8n MCP Google Maps AI Agent
01
MCP Server
02
Place Search
03
Details Extraction
04
Pipeline Output
View Workflow Process
1
MCP Server
Exposes location tools to an AI agent in a controlled way.
2
Place Search
Searches for places or businesses from natural language requests.
3
Details Extraction
Retrieves structured place information and operational metadata.
4
Pipeline Output
Writes clean results into Sheets, a database, or downstream workflows.
5
Agent Actions
Lets the agent use the tool output to continue the business process.
11
Workflow 11
Workflow Automation for Email Validation
A lead hygiene workflow that validates email format, checks DNS/MX data, scores addresses, and logs results for marketing teams.
n8n Email Validation DNS Data Quality
01
Webhook or Sheet Trigger
02
Syntax Check
03
DNS Analysis
04
Scoring
View Workflow Process
1
Webhook or Sheet Trigger
Receives a list of email addresses from a form, sheet, or webhook.
2
Syntax Check
Filters malformed addresses before slower validation steps.
3
DNS Analysis
Checks domain and MX records for deliverability signals.
4
Scoring
Assigns a confidence score and reason for each address.
5
Reporting
Updates the source sheet or sends a summary to the team.
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