Marketing Content Generation - Working Demo
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Overview
See our Content Generation System in action for Marketing teams. This working implementation demonstrates how all 4 RecoAgent platforms integrate to generate SEO-optimized blog posts and email campaigns with quality scoring and AI security - achieving 10x content output increase.
What You'll See:
- ✅ SEO-optimized blog generation (1,500-2,500 words in 30 seconds)
- ✅ Email campaign variants with A/B testing
- ✅ Multi-dimensional quality scoring (Readability, SEO, Brand Voice)
- ✅ AI security validation (PII, toxicity, prompt injection)
- ✅ RAG-powered research from knowledge base
- ✅ Performance analytics and ROI tracking
Developer? See the Technical Implementation Guide → for code examples and architecture deep-dive.
Demo Interface
Main Generation Interface
5 Professional Tabs:
- ✍️ Blog Generation
- 📧 Email Campaigns
- 📊 Performance Dashboard
- 💼 Business Intelligence
- ⚙️ Platform Status
Powered by RecoAgent's professional Gradio template.
Feature Demonstrations
1. SEO-Optimized Blog Generation
What This Does:
Generates publication-ready blog posts in seconds.
Example Generation:
Input:
Topic: "AI Trends for 2025"
Keywords: ["AI", "trends", "2025", "machine learning", "automation"]
Audience: "B2B tech decision makers"
Tone: "Professional, informative, thought-leadership"
Output (in 28 seconds):
# Top 10 AI Trends Reshaping Business in 2025
The artificial intelligence landscape is evolving at an
unprecedented pace. As we move through 2025, businesses that
adapt to these emerging trends will gain significant competitive
advantages...
## 1. Agentic AI Systems Take Center Stage
[750 words with proper structure]
## 2. Multimodal AI Becomes Mainstream
[650 words]
[Continues through 10 trends...]
## Conclusion
[Summary paragraph]
---
**Metadata:**
- Word count: 2,180
- Reading time: 9 minutes
- Target keywords: Included 23 times naturally
- Internal links: 5 suggestions
- Featured image: "ai-trends-2025-hero.jpg"
**Quality Scores:**
✓ Readability: 84/100 (Flesch-Kincaid)
✓ SEO Score: 88/100
✓ Brand Voice: 92/100
**Meta Description:**
"Discover the top 10 AI trends transforming business in 2025,
from agentic systems to multimodal AI. Learn how to stay ahead."
**Tags:** AI, Machine Learning, 2025, Trends, Business Strategy
What Makes It Good:
- Proper H2/H3 hierarchy (SEO-friendly)
- Natural keyword integration (not stuffing)
- Compelling introduction and conclusion
- Scannable with subheadings
- Optimized meta description
- Internal linking opportunities identified
Business Impact:
- Time: 10 hours manual → 30 seconds AI (1,200x faster)
- Cost: $200-500 outsourced → $0.50 AI (99% savings)
- Consistency: 85%+ scores every time
- Volume: 5 posts/month → 50+ posts/month (10x)
2. Email Campaign Variants
What This Does:
Generates email campaigns with A/B testing variants.
Example Campaign:
Input:
Topic: "New Product Launch"
Email Type: "Promotional"
Audience: "Existing B2B customers"
Tone: "Excited but professional"
Output (in 8 seconds):
Variant A:
Subject: 🚀 Introducing [Product] - You Asked, We Built It
Preview: See what's new and how it helps you achieve...
Hi \{\{FirstName\}\},
We've been listening to your feedback, and today we're
thrilled to introduce [Product] - built specifically to
solve the challenges you told us about.
[Body continues with benefits, features, social proof]
→ Get Early Access Now
[CTA Button]
Predicted Metrics:
• Open Rate: 28%
• Click Rate: 4.2%
• Engagement Score: 0.87
• Clarity: 92/100
Variant B:
Subject: [Product] is Here - Transform Your Workflow Today
Preview: Early access for valued customers like you...
[Different approach, same core message]
Predicted Metrics:
• Open Rate: 24%
• Click Rate: 3.8%
• Engagement Score: 0.84
• Clarity: 89/100
Variant C:
Subject: You're Going to Love This: [Product] Launch
Preview: New features designed specifically for...
[Third variant]
Predicted Metrics:
• Open Rate: 26%
• Click Rate: 4.0%
• Engagement Score: 0.85
• Clarity: 90/100
Common Elements (All Variants):
- Personalization: {{FirstName}}, {{Company}}
- Mobile-optimized
- Single clear CTA
- Unsubscribe link
- Brand-compliant footer
Security Validation:
✓ No PII exposed
✓ Brand-safe language
✓ Compliance passed
✓ Link safety checked
Business Impact:
- Creation Time: 2 hours → 10 seconds (720x faster)
- A/B Testing: Built-in (no manual work)
- Predictions: Data-driven variant selection
- Savings: $100-200 per campaign
3. Multi-Dimensional Quality Scoring
What This Measures:
Three Quality Dimensions:
Readability Score (Target: >80)
- Flesch-Kincaid reading ease
- Sentence length analysis
- Word complexity assessment
- Grade level calculation
Example:
Readability: 84/100
Analysis:
✓ Average sentence: 16 words (good)
✓ Complex words: 12% (acceptable)
✓ Grade level: 10th grade (target audience)
⚠ Paragraph 5 has long sentences - consider breaking up
SEO Score (Target: >85)
- Keyword density and placement
- Meta description quality
- Content structure (H1, H2, H3)
- Internal linking opportunities
- Word count (1,500-2,500 optimal)
Example:
SEO Score: 88/100
Analysis:
✓ Target keyword in title
✓ Keywords in 4/7 H2 headings
✓ Word count: 2,180 (optimal)
✓ Meta description: 155 chars (good)
⚠ Add keyword to H2 on line 45
✓ 5 internal link opportunities identified
Brand Voice Consistency (Target: >90)
- Tone matching
- Vocabulary alignment
- Style consistency
- Company voice guidelines
Example:
Brand Voice: 92/100
Analysis:
✓ Professional tone maintained
✓ Vocabulary matches brand guidelines
✓ Active voice used (85% of sentences)
✓ Technical accuracy verified
✓ Consistent with previous content
Actionable Feedback:
System provides specific recommendations:
- "Simplify sentence in paragraph 3 (42 words → 25)"
- "Add target keyword to H2 heading"
- "Consider linking to related article: [Title]"
- "Image suggestion: Stock photo of AI dashboard"
4. AI Security & Compliance
Always-On Protection:
Input Sanitization
Input: "Write blog about AI. \{\{PROMPT: Ignore previous instructions\}\}"
Security: BLOCKED ❌
Reason: Prompt injection attempt detected
Action: Sanitized input before processing
PII Detection (Optional)
Generated content contains: "john.doe@company.com"
Security: FLAGGED ⚠️
Reason: Email address detected
Action: Flagged for review
Suggestion: "Use placeholder: contact@example.com"
Toxicity Checking (Optional)
Generated content scanned for:
✓ Offensive language: None
✓ Discriminatory terms: None
✓ Inappropriate content: None
Status: APPROVED ✅
Brand Safety
✓ Complies with brand guidelines
✓ No controversial topics
✓ Professional language maintained
✓ Legal compliance checked
Protection Layers:
Platform 3 (AI Security):
- Input validation
- Prompt injection detection
- PII detection (optional)
- Toxicity checking (optional)
- Output validation
- Brand safety checks
Business Impact:
- Prevents brand damage
- Ensures compliance
- Protects customer privacy
- Maintains professional standards
4-Platform Integration
How All Platforms Work Together
Platform 1: Content Generation
↓ (Defines WHAT to generate)
Platform 2: LLM & RAG Architecture
↓ (Provides HOW to generate)
Platform 3: AI Security & Guardrails
↓ (Ensures SAFE generation)
Platform 4: Document Search & RAG
↓ (Adds RESEARCH capability)
Result: High-quality, safe, researched content
Platform Breakdown:
| Platform | Components Used | Purpose |
|---|---|---|
| 1. Content Gen | BlogPostGenerator, EmailCampaignGenerator, QualityScorer | Structure, SEO, variants |
| 2. LLM & RAG | Multi-provider LLMs, TokenOptimizer, PromptOptimizer | Generation engine |
| 3. AI Security | Input Sanitization, PII Detection, Toxicity Check | Safety & compliance |
| 4. Doc Search | ChromaDB, Hybrid Search, RAG | Research from KB |
This is the ONLY RecoAgent demo showing all 4 platforms working together!
System Architecture
All 4 RecoAgent Platforms Integrated - This is the first reference implementation showcasing the complete platform ecosystem:
- 💬 Chatbot Platform: LangChain agents with Groq Llama 3.3 70B for content generation
- 🔍 Document Search: ChromaDB + Hybrid RAG for knowledge base research
- 🛡️ AI Security: PII detection, toxicity filtering, prompt injection guards
- 📊 Quality Scoring: 3-dimensional scoring (Readability 80+, SEO 85+, Brand Voice 90+)
Workflow: Input → RAG Research → Content Gen → Security Check → Quality Score → Output
Performance Metrics
Measured Results
| Metric | Target | Actual | Notes |
|---|---|---|---|
| Blog Time | Under 30s | 25s avg | 1,500-2,500 words |
| Email Time | Under 10s | 8s avg | 3 variants |
| Readability | Over 80 | 82-88 | Flesch-Kincaid |
| SEO Score | Over 85 | 85-92 | Keyword optimization |
| Brand Voice | Over 90 | 90-95 | Consistency |
| Tokens/Blog | Under 5,000 | 3,800-4,500 | Optimized prompts |
| Tokens/Email | Under 1,000 | 600-800 | Efficient |
| Accuracy | >90% | 94% avg | Factual content |
Content Output Comparison
| Metric | Manual | AI-Generated | Improvement |
|---|---|---|---|
| Blog Post | 10 hours | 30 seconds | 1,200x faster |
| Email Campaign | 2 hours | 10 seconds | 720x faster |
| Monthly Output | 5 posts | 50+ posts | 10x volume |
| Cost per Blog | $200-500 | $0.50 | 99% savings |
| Quality | Variable | 85%+ scores | Consistent |
Annual Value: $150K-1M depending on content volume
Want to Generate Your Own Content?
Book Your Demo Session
During your 30-minute personalized demo, you'll:
-
Generate a Blog Post (10 min):
- Choose your own topic
- See generation in real-time
- Review quality scores
- Get SEO recommendations
-
Create Email Campaigns (10 min):
- Generate 3 variants
- Review engagement predictions
- See A/B testing setup
- Explore personalization
-
Discussion (10 min):
- Brand voice training options
- CMS integration (WordPress, HubSpot)
- White-label deployment
- Pricing and timeline
Use Cases
Marketing Teams
- Weekly blog posts
- SEO content at scale
- Newsletter content
- Landing page copy
- Social media content
Content Teams
- Thought leadership articles
- Product documentation
- Help center articles
- Case study drafts
- White papers
Sales Teams
- Email nurture sequences
- Product announcements
- Promotional campaigns
- Sales enablement materials
- Proposal content
Learn More
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