Stop Using ChatGPT for Sales Routing — It's Killing Your Pipeline | Francis Brero, MadKudu

About this episode

Francis Brero discusses how to effectively use data and AI in sales without relying on flawed methods like ChatGPT for sales routing.

What if you could reverse-engineer your best salespeople's instincts into a repeatable algorithm? Francis Brero, co-founder of MadKudu and Stanford-trained engineer, did exactly that. In this episode, Francis breaks down how he went from building math algorithms to cracking the code on buying signals — and why most companies are using AI completely wrong in their sales process. From ICP analysis to machine learning explainability, this conversation will reshape how you think about data-driven selling and why empathy for your sales team is your most underrated competitive advantage. KEY TAKEAWAYS Why your ICP is just a lagging indicator — and what signals actually predict who's ready to buy The dangerous truth about using ChatGPT for sales routing (and what to use instead) How top reps close deals on instinct — and how to systematize that genius for your whole team The hidden friction between sales and data science that's killing your conversion rates Why automation without process is just expensive chaos CHAPTERS 0:00 – The "Dark Side" of Sales: How a Math Engineer Fell in Love with Selling 3:00 – From Stanford Algorithms to Buying Signals: The MadKudu Origin Story 8:00 – Why…

People in this episode

Host: John Rankins

Guest: Francis Brero

Topics covered

• sales routing
• AI in sales
• buying signals
• data-driven selling
• sales process
• machine learning

Keywords

• sales pipeline
• ICP analysis
• machine learning explainability
• automation
• conversion rates
• sales instincts

Mentioned in this episode

Organizations: MadKudu, Stanford

Products: ChatGPT

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