Claude Code Your Next Launch Like A Vivun PMM

Product marketing is splitting into two groups right now. In group one, you have PMMs using AI to complete tasks faster. They spin up messaging, write narratives, create enablement, and move on. In group two, you have PMMs using AI to operationalize deep thinking. They pressure test positioning from multiple customer perspectives, synthesize patterns across dozens of interviews, and turn that into an always on system that keeps working after the launch. Most of us started in the first camp. The strongest PMMs are outgrowing it.

Today’s episode is one of the best examples I have seen of that done well. We are talking about how you reposition an entire company at breakneck speed without losing the plot. How you take a company known for one persona and shift the narrative toward another, while also building internal systems that keep every team speaking the same language.

And I could not think of a better person to have this conversation with than Ryan Radcliffe. Ryan leads product marketing at Vivun, where he has been at the center of a massive positioning shift as the company evolved from serving sales engineers to introducing a new product for sellers called Hero. What I love about Ryan’s approach is that this was not a throw some prompts into Claude and hope for the best situation. It was deeply operational and deeply strategic. He built a 40 page messaging and persona manifesto grounded in research, stakeholder alignment, customer psychology, and voice of customer insights, then used that system to move incredibly fast. We are talking build-a-brand-new-website-in-two-weeks fast.

Operationalizing a Brand New Narrative

When Ryan joined, the challenge was clear. Vivun needed to reposition around Hero. That meant moving from one core audience to another, and making sure the company did not sound like it was trying to be two things at once.

He started with clarity. Who are we for now? What problem are we solving? What do we do differently, and why should anyone believe us? He worked from the executive narrative down into persona definitions, positioning, proof points, and language guidelines. Then he documented it in a way that could be reused, not just read. That manifesto became the source of truth. It also became the input for everything that followed.

Where Claude Actually Fits

The interesting part is not that Ryan used Claude. It is how he used it. He loaded Claude with the persona research, the messaging framework, the narrative, and the copy guidelines so the outputs stayed consistent and on brand.

That is how you avoid the usual AI problem. Hallucinations, generic phrasing, and content that sounds fine but does not match what your company actually believes. In Ryan’s setup, Claude becomes a constrained system. It can move fast because the boundaries are clear.

From Messaging Framework to Live Website

Ryan described the moment it really clicked. The team needed a hero website in a couple of weeks. They built page frames, pulled the HTML, dropped it into Claude alongside the messaging and persona framework, and had Claude fill in the copy. It got them most of the way there, then the team tweaked and shipped.

That is the shift. The manifesto was not just a document, but a way for the company to create consistent messaging quickly, without scope creep, and without starting from scratch every time.

Messaging Critique: UserGems

We also looked at UserGems for our messaging critique. The big theme was something you are seeing everywhere right now. AI flavored language that sounds impressive but does not say much. Broad claims, fluffy descriptors, and positioning that tries to appeal to everyone.

Ryan’s point was simple. The fastest way to lose trust is to sound generic. The strongest messaging is specific about who it is for, what it does, and why it is different. Especially in AI, where everyone is saying the same thing.

The takeaway from Ryan’s approach is not “use Claude.” It is build the strategy so well that Claude can run it. Do the research, get alignment, write the manifesto, create the constraints. Then let AI help you scale execution without losing the plot.

If you’re heading into a launch or a repositioning, this is a good reminder that the best AI workflows are not prompt libraries, but strong systems built on clarity.

LINKS

Messaging Critique (UserGems): https://www.usergems.com/  

Connect with Ryan:
LinkedIn: https://www.linkedin.com/in/radcliff/

Connect with Elle:
LinkedIn: https://www.linkedin.com/in/elle3izabeth/

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