Social Media / Marketing · Confidential
Social media content & engagement automation
Autonomous AI engine for Facebook and Instagram that plans content, publishes, answers comments/DMs, qualifies leads, and optimizes performance via n8n and LLMs.
- Timeline
- Production automation · ongoing optimization
- Status
- Live
- Category
- automation
- Industry
- Social Media / Marketing
25–40+
Posting volume
Posts per month (from 4–8)
+50–70%
Engagement
Average engagement rate lift
−85–90%
Workload
Manual social media effort removed
Context
Teams needed consistent social presence without drowning in content creation, replies, and lead follow-up.
The system turns Meta channels into continuous content, engagement, and lead engines.
Channels & stack
- AI Agents & Automation
- n8n
- PostgreSQL
- OpenAI
- Claude
- Gemini
- Facebook Graph API
- Instagram Graph API
- Slack
- Google Sheets
Challenge
Inconsistent posting and delayed responses
Missed leads in comments and DMs
Manual performance optimization
Goals
- 01
Automate calendars, creatives, and publishing
- 02
Real-time engagement handling and lead routing
- 03
Closed-loop performance optimization
Delivery sequence
How the engagement ran.
Phase 01
Delivery
Orchestration build
n8n workflows across Meta APIs and LLMs.
Work
- Content pipeline
- Comment/DM monitors
- CRM handoff
Deliverables
- Live automation
- Optional Retool dashboard
Architecture
- 01
AI content ideation and calendars
- 02
Automated Facebook/Instagram publishing
- 03
Real-time comment and DM responses
- 04
Lead qualification and CRM routing
- 05
Analytics and automated optimization
Outcome
Posting scaled to 25–40+ posts/month
50–70% engagement lift
15–30% of interactions converted to qualified leads
Response times under 60 seconds
Lessons
- 01
Rate-limit protection and retries keep Meta integrations stable
- 02
Combining generation + engagement + CRM in one workflow compounds value