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S6E7 - Ways to destroy an experimentation culture

In this episode, we dive into the realities of CRO (Conversion Rate Optimization) today — from AI anxiety to experimentation culture and how teams should actually be structured.

We start with a surprisingly philosophical take on photography and overthinking, then quickly shift into what’s really happening in the CRO and AI space right now.

We discuss:

  • Why AI might be making everything look the same

  • The growing fear (and noise) around AI in CRO

  • How to structure CRO teams: centralized vs hybrid vs embedded

  • Why experimentation still struggles with a “nice-to-have” perception

  • What actually builds a strong experimentation culture

  • How individual contributors can influence culture without authority

  • And how to position CRO as a true growth engine, not just testing

If you work in growth, product, or experimentation, this is a candid look at what’s changing and what actually matters.


Chapters

0:00 – Photography, overthinking, and creative process
1:26 – Back to CRO: what’s happening in the industry
2:07 – AI concerns and job market anxiety
2:45 – The “everything looks the same” AI problem
4:00 – Too many AI tools, no real differentiation
5:38 – What people are really asking about AI
6:23 – AI fear vs reality (and layoffs)
7:08 – Fear-mongering vs signal
8:00 – Fear and decision-making
9:00 – CRO team structures: centralized, hybrid, embedded
9:31 – Why centralized works early
10:08 – When to move to hybrid
10:29 – Why embedded is hard
11:04 – The role of leadership buy-in
12:13 – Why experimentation gets cut first
13:00 – CRO’s “nice-to-have” branding problem
14:00 – Why CRO is easy to underestimate
15:45 – Future-proofing: combine CRO with other skills
16:54 – Building experimentation culture (the “laundry” analogy)
18:19 – How to destroy experimentation culture
19:23 – Why authority and buy-in matter
20:25 – How ICs can influence culture
21:34 – Reframing experimentation as empowerment
23:09 – Becoming a catalyst across teams
24:46 – Confidence and presence in CRO roles
25:59 – CRO vs Growth: what’s the difference?
27:24 – Where CRO fits inside growth teams
28:02 – Moving CRO upstream into systems thinking
29:00 – Closing thoughts

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