Let AI agents use your platform or force marketers into your UI?

Summary

---

Episode Overview

Title: Let AI agents use your platform or force marketers into your UI?
Podcast: MarTech Podcast ™ // Marketing + Technology = Business Growth
Host: Benjamin Shapiro
Guest: Brendan Ferdinand, Co-Founder & Chief Evangelist at Knack
Air Date: August 5, 2026

In this episode, Benjamin Shapiro interviews Brendan Ferdinand about the strategic shift in MarTech platforms toward being AI- and agent-friendly, rather than solely focusing on human user interfaces (UI). They explore the implications for SaaS business models, the adoption of usage-based pricing, and how marketing teams are evolving their workflows as AI capabilities mature.

---

Key Discussion Points & Insights

1. Why Let AI Agents Use Your Platform Instead of Forcing Marketers Into Your UI?

[01:15 - 03:20]

• Brendan Ferdinand's Perspective:
  • The UI is not the product; the true product is enabling customers to execute effective marketing.
  • Speed and efficiency are critical—marketers (or agents) shouldn’t need to spend weeks or months launching initiatives.
  • "We want to be the most agent and AI friendly platform for all of our customers. That is what every AI forward company is looking for right now: tools and platforms that are extremely AI friendly and can interact with agents and, and or humans alike." — Brendan Ferdinand, 02:34
  • Knack has invested a decade in building a robust UI for humans, but now prioritizes agent and AI compatibility.

2. Implications for SaaS Revenue Models

[03:20 - 05:34]

• Host’s Concern:
  • The transition from traditional seat-based, predictable revenue to potentially volatile, token- or usage-based models, can feel risky for SaaS companies.
  • "Moving from A. Most SaaS companies have been seat based and... we kind of know what our revenue is. And now all of a sudden we're moving into this sort of token, more usage based type environment." — Benjamin Shapiro, 03:23
• Brendan's Response:
  • Flexibility is vital; as customers’ workflows evolve with AI, licensing and pricing must adapt.
  • Many enterprises now use platforms “in a headless way” (via API or agents, not direct UI), altering value calculations.
  • "Our goal is to just be easy to work with and work with our customers on how they want to work with platforms and trying to drive the most value for them that we can." — Brendan Ferdinand, 04:34

3. Navigating Usage-Based Pricing Uncertainty

[04:49 - 06:03]

• Real-Life Example from Benjamin:
  • He recounts moving from a $200/mo license to just using free API tokens, reflecting the uncertainty new models introduce for vendors.
  • "I went from a $200 a month end to just using their free tokens because I don't use it all that much. And I'm like, how does any of this make good business sense for them?" — Benjamin Shapiro, 05:00
  • This shift is anxiety-inducing for companies accustomed to predictable income, intensifying the challenge of forecasting and planning.
• Brendan's Optimism:
  • Despite short-term unpredictability, AI will unlock huge increases in marketing volume, quality, and personalization.
  • "The volume and the, the quality and you know, the, the personalized experiences that aren't happening today are going to be unlocked now. Right. And that's the, the beauty, you know, that's where we're really leaning in is we, we think we're going to actually be more valuable in this new world than, than less." — Brendan Ferdinand, 05:37

---

Notable Quotes & Memorable Moments

• Brendan Ferdinand [02:34]:
  "We want to be the most agent and AI friendly platform for all of our customers. That is what every AI forward company is looking for right now."
• Benjamin Shapiro [03:23]:
  "Moving from... seat based and... we kind of know what our revenue is. And now all of a sudden we're moving into this sort of token, more usage based type environment."
• Benjamin Shapiro [05:00]:
  "How does any of this make good business sense for them?"
• Brendan Ferdinand [05:37]:
  "We think we're going to actually be more valuable in this new world than, than less."

---

Key Timestamps

• [01:15] – Introduction to Brendan Ferdinand & context on Knack’s enterprise AI marketing research.
• [01:55] – The rationale for making platforms AI/agent-friendly vs. UI-centric.
• [03:20] – Business implications of shifting from seat-based to usage-based models.
• [04:49] – Real-world challenges with usage-based pricing for vendors and consumers.
• [05:34] – Optimism about increased value from AI-enabled marketing experiences.

---

Episode Takeaways

• The marketing technology landscape is rapidly shifting toward AI-first platforms, prioritizing compatibility with automated agents over traditional UI interactions.
• SaaS companies face structural business model changes as predictable subscription licensing gives way to variable, often usage-based, pricing.
• Uncertainty around usage and revenue patterns is a challenge, but both host and guest find optimism in the prospect of AI expanding the scale, speed, and value of marketing outputs.
• Adapting to customers’ preferred modes of use—be it human or AI—will be key for platforms striving to remain relevant and valuable.

---

Transcript

[Podcast Announcer]

The Martech Podcast is a proud member of the I Hear Everything Podcast Network. Looking to launch or scale your podcast, I Hear Everything delivers podcast production, growth and monetization solutions that transform your words into profit. Ready to give your brand a voice? Then visit iheareverything.com.

[Brendan Ferdinand]

From advertising to software as a service to data, across all of our programs

[Benjamin Shapiro]

and clients, we've seen a 55 to 65% open rate.

[Brendan Ferdinand]

Getting brands authentically integrated into content performs better than TV advertising.

[Benjamin Shapiro]

Typical lifespan of an article is about 24 to 36 hours. We're reaching out to the right person with the right message and a clear call to action.

[Brendan Ferdinand]

Then it's just a matter of timing.

[Podcast Announcer]

Welcome to the Martech Podcast, a member of the I Hear Everything Podcast network. In this podcast, you'll hear the stories of world class marketers that used technology to drive business results and achieve career success. Here's the host of the Martech Podcast, Benjamin Shapiro.

[Benjamin Shapiro]

I'm Benjamin Shapiro and today I'm talking with Brendan Ferdinand, the co founder and chief evangelist at Knack. Brendan spent the past year talking with more than 100 enterprise marketing teams including OpenAI, Google, Stripe and AT&T to understand where AI helps, where it breaks and what separates companies experimenting with AI from the ones that are actually shipping better marketing. And today Brendan's going to explain how marketing campaigns should function in the AI era. Okay, next question. You recently launched Nax MCP server. Why let AI agents use your platform instead of forcing marketers into your ui?

[Brendan Ferdinand]

You know what, that's a great, that's a great question. Why would we allow agents to use our platform instead of forcing marketers to use the ui? Well, I have two answers to that. The first is the UI isn't the product, right? Okay, the what the product is what we're offering our customers or enterprises all over the world is the ability to do incredible marketing. That's what we're offering our customers. And we want to be able to do that in a very, like we've talked about, very efficient way. Something that doesn't take weeks or months or you know, days even to go to get to market, to get those ideas to market. And so we want to make that quick and easy for everyone, whether you're a human doing all the steps yourself. And that's why we spend spent the last 10 years building a world class UI or you're an agent. We want to be very agent friendly. And I think that gets me to my second point is we want to be the most agent and AI friendly platform for all of our customers. That is what every AI forward company is looking for right now is tools and platforms that are extremely AI friendly and can interact with agents and, and or humans alike.

[Benjamin Shapiro]

Very noble of you. It would scare the crap out of me. Moving from A. Most SaaS companies have been seat based and you know, whether somebody uses the tool or not, we kind of know what our revenue is. And now all of a sudden we're moving into this sort of token, more usage based type environment. Sure, we want to bring marketing creativity to everyone, but it's a fundamental change in sort of how the business operates. Just quickly how do you think about making that shift from a business perspective? Not necessarily just a customer adoption perspective.

[Brendan Ferdinand]

Yeah, I mean you do need to be willing to change. Right. A lot of our customers are looking into the future and things do look very different in the way that their workflow happens, but also how they use tools. A lot of them are using a lot of their kind of existing marketing platforms as long as they're AI friendly kind of in a headless way now. And that does change how they think about the value equation and how their licensing is done and pricing is done. And our goal is to just be easy to work with and work with our customers on how they, how they want to work with platforms and trying to drive the most value for them that we can.

[Benjamin Shapiro]

In the AI world today it's a confusing time. I work with a data vendor who I've got, I think it's like a $200 a month license to do research for a podcast production company and they launched an API and an MCP server and now they've got a usage based pricing and they give a couple of free tokens. And I went from a $200 a month end to just using their free tokens because I don't use it all that much. And I'm like, how does any of this make good business sense for them? And eventually we'll scale and we'll use it more and hopefully it will work out. But I think that a lot of companies are facing this problem of predictable sustainable revenue to. I don't know, I hope you use this thing scary times a little bit. For sure.

[Brendan Ferdinand]

For sure. And I think though, the good news for marketing is like I mentioned earlier, I think the, the volume and the, the quality and you know, the, the personalized experiences that aren't happening today are going to be unlocked now. Right. And that's the, the beauty, you know, that's where we're really leaning in is we, we think we're going to actually be more valuable in this new world than, than less.

[Benjamin Shapiro]

So there you go. All right, that wraps up this episode of the Martech Podcast. Thanks to Brendan Ferdinand, the co founder and chief evangelist at nac, for joining us. If you'd like to contact Brendan, you could find a link to his LinkedIn profile in our show notes or on martechpod.com or you could visit his company's website, which is knack.com k n a k.com if you haven't subscribed yet and you want a daily stream of marketing and technology knowledge in your podcast feed, hit the subscribe button in your podcast app or Visit us on YouTube and we'll be back in your feed every week. All right, that's it for today, but until next time, my advice is to just focus on keeping your customers happy.

[Podcast Announcer]

Thanks for listening to the Martech Podcast and I hear everything. Production Looking to launch or scale a podcast like this one for your brand? Then visit iheareverything. Com.