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Learn how content teams use Sageloop to define and improve AI content quality.

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Overview

Goal: Ensure consistent, on-brand content for blogs, emails, social posts, and more. Time Investment: 30 minutes to first insights

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The Challenge

You’re building a content generator for your marketing team. Questions:
  • What style and tone should content have?
  • How long should posts be?
  • What should we include/exclude?
  • How do we maintain brand voice?

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Quick Example: Blog Post Generator

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Step 1: Create Project

Project Name: “Blog Post Generator - v1” System Prompt: 
You are a professional tech blog writer for Sageloop.
Write engaging blog posts about AI, productivity, and software engineering.
Use clear language, include examples, keep tone conversational but professional.

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Step 2: Add Scenarios

Write a blog post about AI ethics
Explain how to use Sageloop for prompt engineering
Create a post about remote work productivity
Guide to building AI products
The future of AI assistants

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Step 3: Generate, Rate, Extract

Rate based on:
  • Brand voice alignment
  • Length and structure
  • Technical accuracy
  • Engagement

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Step 4: Get Insights

Pattern extraction reveals:
  • Optimal length: 800-1200 words
  • Structure: Intro → Problem → Solution → Conclusion
  • Tone: Professional but conversational (not academic)
  • Examples: All 5-star posts include concrete examples

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Scenarios by Content Type

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Blog Posts

Write a blog post about [topic]
Explain [concept] for beginners
Create a guide to [tool/technique]
What's new in [field]

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Email Copy

Write a welcome email for new users
Create promotional email for [product]
Write a re-engagement email
Announce new feature: [description]

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Social Media

Write a LinkedIn post about [topic]
Create a Twitter thread about [topic]
Instagram caption for [product image]
TikTok script about [topic]

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Product Descriptions

Write product description for [product]
Create compelling headline for [product]
Write benefit-focused copy for [feature]

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Key Metrics for Content

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What Makes Content “5-Star”?

  • Clarity: Easy to understand
  • Brand Voice: Consistent with style guide
  • Structure: Logical flow
  • Engagement: Compelling and readable
  • Accuracy: Factually correct

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Common Failure Patterns

Pattern 1: Wrong Tone
  • 5-star: Conversational, friendly
  • 1-star: Too formal, sounds like textbook
Pattern 2: Missing Examples
  • 5-star: Includes concrete examples
  • 1-star: Generic advice, no real examples
Pattern 3: Wrong Length
  • 5-star: 800-1200 words (substantial)
  • 1-star: 200 words (too brief)
Pattern 4: Poor Structure
  • 5-star: Clear intro → problem → solution
  • 1-star: Rambling, no clear structure

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Iteration Example

Iteration 1 (65% success):
  • Feedback: “Too formal, sounds like Wikipedia”
  • Fix: Add “Use casual, conversational tone like talking to friends”
Iteration 2 (80% success):
  • Feedback: “Needs real examples”
  • Fix: Add “Include 2-3 concrete examples”
Iteration 3 (92% success):
  • Feedback: “Better! A few posts are still too brief”
  • Fix: Add “Posts should be 800-1200 words”
Final (96% success): Ready for production

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Tips for Content Evaluation

✅ Rate based on:
  • Brand voice alignment
  • Readability and clarity
  • Accuracy of information
  • Engagement level
  • Usefulness to reader
❌ Don’t rate based on:
  • Personal preference for topic
  • Whether you personally would read it
  • Length alone (context matters)

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Export for Marketing Team

  1. Export golden examples (5-star posts)
  2. Extract insights (patterns and recommendations)
  3. Share with team:
    • Marketing team uses golden examples as templates
    • Writers reference extracted patterns
    • CI/CD tests new content against standards

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Next Steps