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

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 Your ICP Is Broken (And How to Go Deeper) 14:00 – Job Postings, Tech Stacks & LinkedIn: The Signals Most Reps Ignore 20:00 – AI & Machine Learning in Sales: What's Real vs. What's Hype 28:00 – The Black Box Problem: Why ChatGPT Is Dangerous for Sales Routing 36:00 – How MadKudu's AI Agents Are Shipping Code & Closing Proposals 44:00 – Case Study: Millions of Users, Broken Routing & the Sales-Data Alignment Fix 52:00 – Why Your Best Reps Can't Explain What Makes Them Great 58:00 – Empathy Is the Missing Sales Skill No One Talks About   Guest Information  Francis Brero, Co-Founder & CPO, MadKudu Turning buying signals into closed deals Connect with Francis Brero LinkedIn: /francisbrero X: https://x.com/francisbrero Website: https://www.madkudu.com/   Host Information Connect with John Rankins: Instagram | https://www.instagram.com/johnrankinsofficial/ YouTube | @JohnRankinsOfficial LinkedIn | https://www.linkedin.com/in/johnrankinsofficial/ Facebook | https://www.facebook.com/johnrankinsofficial/ THE SALES MACHINE Website | thesalesmachine.com Instagram | https://www.instagram.com/thesalesmachine_official/ LinkedIn | company/thesalesmachineofficial   Transform Sales with The Sales Machine: Your CRM is DEAD—just a glorified address book. While you chase reports, competitors win deals. The Sales Machine drives actual performance with automation, insights, and gamification that work. Book a strategy call: thesalesmachine.com