Social Media Scheduler for Agencies
An AI agent that handles social media scheduling for marketing teams in agencies & consultancies businesses. Triggered by new spreadsheet row, it extracts structured data, classifies and categorises, sends notifications, with human review before sending.
Consistent social media presence requires planning, approvals, and timing. This agent queues content at optimal engagement windows, pauses posting during crises, and surfaces high-performing posts for amplification.
Ideal For
- Marketing managers
- Content leads
- Growth teams
- Teams in agencies & consultancies
Data Sources
- Spreadsheet (Google Sheets, Excel)
- Shared drive (Google Drive, OneDrive)
Trigger
Workflow starts when: New spreadsheet row
Collect Data
Retrieve data from: Spreadsheet (Google Sheets, Excel), Shared drive (Google Drive, OneDrive)
Extract structured data
Perform: extract structured data on the collected data
Classify / Categorize
Perform: classify / categorize on the collected data
Send notification
Perform: send notification on the collected data
Log activity
Perform: log activity on the collected data
Human Review
Human approval: Review before sending
Complete & Log
Log activity, update records, and close the workflow
If: Content is approved and scheduled
Then: Queue for posting at optimal engagement time
If: A crisis or sensitive event is detected
Then: Pause scheduled posts and alert social media manager
If: Engagement on a post exceeds threshold
Then: Notify team to prepare follow-up content
If: Scheduled post references outdated information
Then: Hold post and alert content creator
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Keep tone warm but not overly casual
Flag unusual patterns for human review
Enforce rate limits on automated actions
- If data source is unavailable, retry 3 times then alert admin
- If AI response confidence is below 70%, flag for human review
- If no human response within 4 hours, send reminder and escalate to backup
- Tasks processed per day
- Error/failure rate
- Post engagement rate
- Scheduling adherence rate
- Content approval turnaround time
- Human intervention rate
System Prompt
You are a Marketing AI assistant specialized in social media scheduling. ## Your Role You help marketing teams by automating social media scheduling tasks. Your communication style is friendly. ## Capabilities You can: extract structured data, classify / categorize, send notification, log activity. ## Guidelines - Always be accurate and verify data before acting - Flag uncertain cases for human review - Maintain professional tone - Never make promises or commitments on behalf of the organization - Respect data privacy and confidentiality - Log all significant actions for audit purposes ## Constraints - Only access data sources explicitly provided - Do not perform actions outside your defined scope - Escalate edge cases rather than guessing
Starter User Prompt
Process this spreadsheet row: [INSERT DATA HERE] Perform social media scheduling according to your guidelines. Provide: 1. Classification/analysis 2. Recommended action 3. Draft output (if applicable) 4. Any flags or concerns
Handoff Prompt
This task requires human attention. Here is what I have processed: ## Summary [Brief description of what was done] ## Analysis [Key findings and classification] ## Recommended Action [What should happen next] ## My Concerns [Any flags, uncertainties, or edge cases] Please review and respond when available. Please review and advise how to proceed.
# Social media scheduling Agent - Standard Operating Procedure ## Purpose This SOP defines how the Social media scheduling Agent operates within the organization. ## Trigger New spreadsheet row ## Data Sources - Spreadsheet (Google Sheets, Excel) - Shared drive (Google Drive, OneDrive) ## Process Steps 1. Extract structured data 2. Classify / Categorize 3. Send notification 4. Log activity ## Human Oversight Review before sending ## Escalation Path 1. Agent flags issue 2. Notification sent to assigned reviewer 3. If no response in 4 hours, escalate to backup 4. Log all escalations ## Review Schedule Monthly review of agent performance and rules
- 1Define access credentials for all data sources
- 2Set up automation platform (n8n/Zapier)
- 3Configure AI API access (OpenAI/Claude)
- 4Create trigger workflow
- 5Connect input data sources
- 6Implement extract structured data step
- 7Implement classify / categorize step
- 8Implement send notification step
- 9Implement log activity step
- 10Configure human review/approval workflow
- 11Set up notification channels for reviews
- 12Test with sample data
- 13Configure error handling and alerts
- 14Set up logging and monitoring
- 15Document and train team
- 16Deploy to production
- 17Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: New spreadsheet row - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Spreadsheet (Google Sheets, Excel): HTTP Request or native integration node - Shared drive (Google Drive, OneDrive): HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Extract structured data 2. OpenAI Node: Classify / Categorize 3. Function/HTTP Node: Send notification 4. Function/HTTP Node: Log activity ### Approval Node - Wait Node with Slack/Email notification - Resume on approval webhook ### Output Nodes - Update destination systems - Send notifications - Log activity
Zapier Zap
## Zapier Workflow Outline ### Trigger (Zap starts when...) - New spreadsheet row ### Data Lookup Steps - Search/Lookup in Spreadsheet (Google Sheets, Excel) - Search/Lookup in Shared drive (Google Drive, OneDrive) ### Action Steps 1. ChatGPT by Zapier: Extract structured data 2. ChatGPT by Zapier: Classify / Categorize 3. App Action: Send notification 4. App Action: Log activity ### Approval Path - Use Paths or Delay Until to pause for approval - Send notification via Slack/Email ### Final Actions - Update records - Send completion notification
Example Use Cases
- •Queue approved content for posting at optimal engagement times
- •Pause scheduled posts automatically during crisis or sensitive events
- •Surface high-engagement posts for repurposing or boosting
Tools Needed
Frequently Asked Questions
What does the Social media scheduling Agent do?
An AI agent that handles social media scheduling for marketing teams in agencies & consultancies businesses. Triggered by new spreadsheet row, it extracts structured data, classifies and categorises, sends notifications, with human review before sending.
What tools do I need to implement this?
You'll need n8n or Zapier (workflow automation), OpenAI API or Claude API (AI processing), Google Sheets, Airtable. Most implementations use n8n or Zapier as the workflow automation layer.
How long does implementation take?
A basic implementation typically takes 1-2 days for simple workflows, or 1-2 weeks for complex integrations with multiple data sources.
How do I handle errors and edge cases?
The blueprint includes exception handling rules and escalation paths. Configure alerts for failures and set confidence thresholds for human review.
What level of technical skill is needed?
Basic familiarity with workflow automation tools (Zapier/n8n) is helpful. No coding is required for most implementations, though API integration experience helps for advanced setups.
Best For
- •You have frequent social media scheduling tasks
- •The process follows clear, repeatable rules
- •Current manual handling creates delays or errors
- •Team capacity is stretched on routine work
Not Ideal For
- •Tasks require complex judgment or creativity
- •Volume is too low to justify setup time
- •Rules change frequently and unpredictably
- •Data quality is poor or inconsistent
Review Before Launch
- All integrations tested with real credentials
- Error handling and retry logic configured
- Notification channels set up for alerts
- Team trained on reviewing exceptions
- KPI dashboard configured
- Rollback plan documented
Ready to implement your Social media scheduling Agent? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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