Podcast Summary

The Best SEO Podcast: Defining the Future of Search with LLM Visibility™

Episode: The AI Revolution in Search Marketing with Cindy Krum
Host: Matthew Bertram
Guest: Cindy Krum (Mobile Moxie)
Date: September 29, 2025

Episode Overview

In this pivotal episode, host Matthew Bertram sits down with mobile SEO veteran Cindy Krum (Founder, Mobile Moxie) to unpack the seismic shifts happening in search marketing thanks to AI and Large Language Models (LLMs). The conversation explores how Google’s evolving architecture—especially concepts like MUM and “the four S’s”—is fundamentally changing the buyer’s journey, the measurement of discoverability, and the very definition of SEO. Cindy shares expert insights on what businesses (from solopreneurs to enterprise brands) need to do to remain visible in a world where content must cater as much to LLMs as to human users.

Key Discussion Points & Insights

1. The Changing Buyer’s Journey & Google's MUM Model

• Traditional Linear Funnels Are Obsolete:
  • Users no longer move through a predictable, linear funnel; today's journeys are "squirrely" and multi-touch. (A, [01:37])
• What is MUM?
  • Cindy’s Definition:
    • “MUM is something that Google started talking about back around 2017, 2018... the acronym stands for Multitask Unified Model... [meaning] this language model that didn’t just use text, it used images and videos and maps and statistics and facts... to understand a topic in a more multidimensional way.” (B, [03:05])
  • MUM shifts emphasis from keywords to entities, and now to mapping user journeys with all possible touchpoints.

2. Micro Moments, Data, & Monetization

• Micro Moments Evolved:
  • “When people are on their phone, they’re more action oriented and their actions fall into one of these four things: I want to know, I want to go, I want to do, I want to buy... those four micro moments fall neatly into Google properties...” (B, [06:35])
  • “Even when Google isn’t actually making money on a transaction or an ad... they’re collecting data that they can monetize later.” (B, [08:23])
• Data Is the New Oil:
  • “Everything data is the new oil... Google's been capturing and labeling data for so long and that’s why these ads... it’s like a heat-seeking missile and it finds your right type of person.” (A, [09:26])

3. Google’s "Four S’s" of Search/Discovery

• Stream, Scroll, Search, Shop
  • "Google has updated how they’re talking about micro moments... most recently they've published articles about the four S’s of search: Stream, Scroll, Search, and Shop." (B, [11:35])
  • Each S aligns with a Google product: Stream (YouTube), Scroll (Discover), Search (classic search), Shop (Merchant Center).
  • Successful brands map user activity across these layers—not just on their website.

4. The Expanding Scope of “SEO”

• Beyond the Blog:

  • “A lot of SEOs right now are saying you have to be everywhere... I think what Google is trying to subtly hint at is... you have to be where your users are and where they’re looking for you in their normal journey and give them the kind of content they want for that particular product or service at the point when they want it.” (B, [13:40])

• Optimizing for LLMs:

  • Success increasingly means being visible to models—not just humans.
  • “If you just have a website, even if it’s great, it’s not enough to convince the LLMs that you’re good. You need to be in the places where the LLMs are looking.” (B, [26:50])
  • Consistency across all channels is key: “What LLMs... love is consistency... if they see a consistent message across your brand... then they believe it.” (B, [27:30])

5. Measurement & Attribution Challenges

• Limitations of Current Tools:
  • Traditional keyword tracking and even incognito/manual search are no longer reliable due to personalized, contextual, and conversational search experiences.
  • “The current set of tools that are available today are not what we need for AI mode and MUM... the majority of the industry right now is still playing the old game.” (A, [21:18])
• Anecdote on Measurement:
  • Cindy compares modern measurement to the fable of the “map as big as the territory”—too much detail makes it impossible to summarize and measure usefully. ([22:52])
• New KPIs:
  • “We might see a shift towards more active engagement metrics—things like comments on a post or a video.” (B, [26:07])
  • Community engagement and cross-platform presence will increasingly supersede pure website analytics.

6. Strategy Shift: From Volume to Distribution & Community

• Quality & Distribution Over Volume:
  • “Don’t create so many blog posts all the time, but create better ones and get the distribution really right... if you spend five hours writing the blog post, you need to spend ten hours doing the distribution.” (B, [32:58])
  • Repurpose "10x content" into a variety of formats for different platforms and communities.
• Community Building as Measurement & Defense:
  • “When you build a community you can have real engagement data and real interactions with your customers—and that not only helps your brand resonate better... but gives you more data about them, more opportunities to reengage them...” (B, [25:56])

7. Brand Resilience & Channel Diversification

• Avoid Over-reliance on Google:
  • Businesses impacted by algorithm updates like the "helpful content" update would have fared better with diversified traffic sources.
  • “It’s just good business strategy... not to put all your eggs in the Google basket.” (B, [43:35])
• Influencers, Social Platforms & Emerging Search:
  • Brands succeeding purely on social—without websites—are now a real phenomenon, particularly on platforms like TikTok. AI influencers represent an emerging frontier.

8. Cindy’s Recommended Tools & Approaches

• Mobile Moxie’s Tools:
  • Serpirator: Pulls real-time search results globally down to address level; tracks brand’s multifaceted search presence (including social and UGC).
  • SERP Datalyzer: Tracks search changes and offers long-term data storage for troubleshooting.
  • PageScope: Compares website code and visual changes over time.
  • Moxie Score: Let SEOs claim all SERP real estate that “counts as you,” including positive reviews, listings, and social mentions.
    • “SEO gets credit for everything SEO is doing and not just for the website.” (B, [46:00])
• Competitive Tracking is Essential:
  • “If you don’t know what your competitors are doing, you’re running blind.” (A, [52:23])

Notable Quotes & Memorable Moments

• On MUM & Multimodal Search:
  “MUM... didn’t just use text, it used images and videos and maps and statistics and facts and all of those other things and it could combine those into this unified model.” —Cindy Krum [03:14]

• On Google’s Motives:
  “Even when Google isn't making money on a transaction or an ad or something like that, they're making something monetizable which is they're collecting data that they can monetize later.” —Cindy Krum [08:23]

• On LLM Optimization:
  “If you just have a website, even if it’s great, it’s not enough to convince the LLMs that you’re good. You need to be in the places where the LLMs are looking. What they love is consistency.” —Cindy Krum [27:04]

• On SEOs’ Needed Evolution:
  “We’ve got to evolve or die, right? That’s what I’m helping [clients] do—make sure they’re doing the best job they can to still show up in Google, but also be ready as all the AI systems come on board.” —Cindy Krum [45:27]

• On Cindy’s “Secret” to Spot Google Trends Early:
  “I spend a lot of time looking at what Google is doing, what Google is publishing, what they're investing in, and what they're writing about. That helps me connect the dots... and that has really helped me understand where Google is going.” —Cindy Krum [53:45]

Timestamps for Important Segments

• Guest Introduction: [01:33]
• Cindy Defines MUM: [03:05]
• Micro Moments and Google’s Monetization: [06:35]
• The Four S’s of Discovery: [11:35]
• SEO in the Age of LLMs: [16:17–19:56]
• Measurement Challenges & The “Map and Territory” Fable: [22:52]
• KPIs and Community Metrics: [25:18]
• Content Decay and Social Media vs. SEO: [28:21]
• Cross-Platform Optimization and Barnacle SEO: [32:58]
• Content Strategy: Quality vs. Quantity: [35:57]
• The Changing Role of “SEO” as Discipline: [42:32]
• Mobile Moxie Tools and Demonstrated Utility: [45:10]
• Twitter vs. LinkedIn for Industry Connections: [51:13]
• Cindy’s “Unknown Secret of Internet Marketing”: [53:45]

Takeaways for Listeners

• SEO is evolving into LLM visibility and cross-channel discoverability. Old metrics and strategies will no longer cut it—you need a cohesive, omnichannel approach to remain relevant.
• Quality, distribution, and authentic community interactions matter more than ever. Build your brand visibility in the places and formats that matter for both people and machines.
• Track competitors and diversify your digital touchpoints. Don’t bet your business only on organic Google Search.
• Stay vigilant on Google’s priorities and innovations. They’re increasingly driven by data and profit, so anticipate changes not just by what’s public, but by what’s incentivized.

How to Connect with Cindy Krum

• Preferred Contact: Twitter (@Suzzicks), or via email (see Mobile Moxie website)
• LinkedIn: Not recommended due to spam volume
• More Info & Tools: mobilemoxie.com