Dev.to: We had AI pitching our customers' aunts. Here's the three-axis classification fix.

📰 Dev.to · Aaron

Learn how to fix AI pitching issues with a three-axis classification system, improving sales pitch targeting and customer experience

intermediate Published 17 May 2026
Action Steps
  1. Identify the axes for classification: customer type, sales stage, and product category
  2. Configure the AI system to use these axes for pitch targeting
  3. Test the new classification system with sample customer data
  4. Refine the system based on feedback and performance metrics
  5. Deploy the updated AI model to production and monitor its effectiveness
Who Needs to Know This

This solution benefits sales and marketing teams by reducing mis-targeted pitches and improving customer engagement, and is relevant to product managers and AI engineers who design and implement AI-powered sales tools

Key Insight

💡 A well-designed classification system can significantly improve the accuracy and relevance of AI-generated sales pitches

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🚀 Improve AI sales pitches with a 3-axis classification system! 📈
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