From Chaos to Clarity: Creating Predictable Revenue Systems

Kari Hanson, Chief Marketing Officer at Robin, explains why traditional ideas of predictability are breaking under the pressure of AI-driven change. She describes how shifting buyer behavior makes historic performance less reliable as a guide. Kari shows how brand and voice of the customer can restore clarity in this chaos and outlines a path to rebuild more predictable revenue systems grounded in genuine customer insight.

From Chaos to Clarity: Creating Predictable Revenue Systems A Conversation with Kari Hanson, Chief Marketing Officer at Robin EPISODE 242 Steve MacDonald HOST:

Table of Contents • [1:16] Introduction to Kari Hanson • [30:48]Full Podcast Episode • [2:29] Episode Highlights Video • [2:53] Why AI Has Blown Up B2B Predictability • [4:57] AI’s Double-Edged Impact on Modern B2B Marketing Growth • [6:13] Why Voice of Customer is AI’s Missing Context • [5:44] True Customer Insight Requires Listening Beyond Product Feedback • [4:41] How Listening Deeply Drives Marketing and Customer Success • [1:46] Scaling Successfully by Balancing Predictability and Adaptability • [0:53] Short - Why Voice of Customer is AI’s Missing Context

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ABOUT Kari Hanson Kari Hanson, Chief Marketing Officer at Robin, explains why traditional ideas of predictability are breaking under the pressure of AI-driven change. She describes how shifting buyer behavior makes historic performance less reliable as a guide. Kari shows how brand and voice of the customer can restore clarity in this chaos and outlines a path to rebuild more predictable revenue systems grounded in genuine customer insight.

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FULL EPISODE "The brand and really understanding the voice of the customer are the pieces that feed the predictability in a very unpredictable way." – Kari Hanson

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(2:29) Episode Highlights Video

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[2:53] Why AI Has Blown Up B2B Predictability "I believe in the potential of AI, but it has eliminated predictability. You can have viral moments here and there, but you cannot scale at the pace that you want without having that predictability." – Kari Hanson

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[4:57] AI’s Double-Edged Impact on Modern B2B Marketing Growth “The potential for AI is not just the lazy button, but being smarter and being more intelligent. It's about being able to take the foundations of a go-to market strategy that works really well, which is one that's based on trust, based on a relationship, based on authenticity, and scale that one-to-one relationship to one-to-10,000 at scale.” – Kari Hanson

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[6:13] Why Voice of Customer is AI’s Missing Context “AI misses the context, and the context is king. I am a huge believer in the voice of the customer. When you start having those conversations, and you can train your AI based on what your customers are saying, you can add that context. Suddenly, that AI becomes very powerful, and it has a lot of potential for the go-to-market teams in many ways.” – Kari Hanson

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[5:44] True Customer Insight Requires Listening Beyond Product Feedback “Every department should be talking to the customer, but you need to have a layer on top of that. The customer view also has to be broader, including current customers, past customers, unhappy customers, and even those who never came to you to get that view.” – Kari Hanson

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[4:41] How Listening Deeply Drives Marketing and Customer Success “You are not there to solve and you are not there to prove; you are just interviewing them and hearing what is going on. It is about understanding where you view the market going, where your customers see you, and what the delta is between the two because that is what marketing is.” – Kari Hanson

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[1:46] Scaling Successfully by Balancing Predictability and Adaptability “The brand and really understanding the voice of the customer are the pieces that feed the predictability in a very unpredictable way.” – Kari Hanson

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YOUTUBE SHORT: "AI misses the context, and the context is king. I am a huge believer in the voice of the customer. When you start having those conversations, and you can train your AI based on what your customers are saying, you can add that context. Suddenly, that AI becomes very powerful, and it has a lot of potential for the go-to-market teams in many ways." – Kari Hanson

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