This workflow turns raw product inputs into a complete, launch-ready AI-generated social media campaign package. It accepts product details via webhook, sanitizes messy fields, generates a strategic campaign blueprint, produces Instagram captions, creates discovery-optimized hashtags, generates photorealistic commercial images, computes optimal posting times, assembles all outputs into a unified JSON package, and finally delivers the entire campaign to Slack.
Multiple AI agents work in sequence to generate structured outputs — each parsed and validated using strict JSON schemas. Images produced by DALL·E 3 are uploaded to Cloudinary for hosting. A post-processing module then merges captions, images, hashtags, and schedules into a final payload. A robust error handler ensures every failure is captured and sent to Slack with diagnostic information.
This workflow replaces an entire marketing team’s creative production pipeline, producing consistent, multi-asset campaign kits in minutes.
🟢 Receive Product Details via Webhook
Captures incoming product data including name, description, benefits, audience, and brand voice.
🧹 Clean & Normalize Product Input Fields
Sanitizes escaped characters, trims whitespace, and prepares stable fields for AI consumption.
🧠 Generate Campaign Blueprint Using AI
Creates a full strategic blueprint in structured JSON:
• Article summary
• Insights
• Tone and target audience mapping
• Platform-specific post objects
🧠 LLM Engine + Structured Parser for Blueprint
Ensures blueprint output is clean, validated JSON aligned with schema.
✍️ Generate Instagram Captions Using AI
Produces five short, conversion-ready captions + CTAs, based on blueprint insights.
🧠 Caption LLM + Structured Parser
Validates caption schema for downstream use.
#️⃣ Generate Hashtag Set Using AI
Creates 12–18 optimized hashtags using discovery strategy (broad, mid, niche).
🧠 Hashtag LLM + Parser
Validates and ensures hashtags follow correct JSON structure.
🎨 Split Campaign Posts for Image Generation
Breaks out each post’s image prompt for independent asset creation.
🖼️ Generate Social Media Image Using AI
Uses DALL·E 3 to create ultra-realistic, 8K-style commercial visuals tailored to the campaign.
☁️ Upload Generated Image to Cloudinary
Uploads rendered images and retrieves secure public URLs.
🕒 Generate Optimal Posting Schedule Using AI
Recommends best posting time per platform (Asia/Kolkata timezone) + reasoning.
🧠 Schedule LLM + Parser
Ensures a structured schedule schema with platform, time, and rationale.
🔀 Combine All Campaign Assets
Merges:
• Cloudinary image URLs
• Captions + CTAs
• Hashtag set
• Posting schedule
into one final dataset.
🧩 Prepare Final Campaign Package JSON
Constructs production-ready unified JSON: images, captions, hashtags, schedule.
💬 Send Final Campaign Package to Slack
Delivers formatted campaign output with:
• Image URLs
• Captions + CTAs
• Hashtags
• Posting times
for immediate creative review.
🚨 Error Handler Trigger → Slack Alert
Captures workflow failures and sends structured debugging info to Slack.
• OpenAI API (GPT-4o + DALL·E 3)
• Cloudinary account (image hosting)
• Slack bot token
• Valid webhook endpoint
• Clean product input JSON
✔ Full AI-generated multi-asset campaign in minutes
✔ Eliminates manual copywriting, design, and planning
✔ Ensures structured, reliable JSON at every stage
✔ Creates polished commercial visuals instantly
✔ Produces posting strategy tailored to audience behavior
✔ Unified campaign delivery straight to Slack