Happy Thanksgiving to those who celebrate. I am preparing for the annual tradition of explaining AI to family members who still think the cloud is a physical building. Every year someone asks if my job involves hacking. Every year I say no. Every year they look unconvinced.
Thanksgiving gets me thinking about how people try to run a complex system with nothing but instinct and a timer that may or may not be accurate. The turkey is too big. The oven is too small. The relatives are already hungry. Feels a lot like marketing right now. Everyone wants perfect results, but the tools keep changing while you are checking the stuffing.
AI has become the unexpected guest who arrives early, reorganizes the kitchen, critiques your spice choices, and then tells you it has already prepared an alternative menu. Sometimes it is helpful. Sometimes it feels like you are the side dish.
What stands out is how quickly the fundamentals are shifting. Search behavior looks different than it did even a month ago. Creative cycles are shorter. Automation is slipping into workflows in ways that are subtle but powerful. None of this rewards rigid plans. It rewards teams that can adjust without burning the meal.
As we move into the end of the year, I'm paying attention to the signals that shape visibility, efficiency, and execution. The goal is not perfection. The goal is a kitchen that stays functional while everything changes around it.
Patrick Patterson
CEO at Level Agency
What's interesting this week
AI Max and the Shifts Happening in Search Ads AI Max can surface incremental conversions, but its impact needs clear measurement. This guide explains how to review conversion lift, search term patterns, and landing-page alignment so you can see how well the system supports your existing structure. Read more
AI Overviews Are Shaping the First Impression in Search Google’s AI Overviews highlight content that is clear, structured, and credible. This shifts the center of gravity in search toward material that delivers direct answers. Teams that invest in clarity and precision will see stronger visibility. Read more
CTR Patterns Reveal Users Are Asking Longer, More Specific Questions Search data shows rising engagement on longer queries and broader dispersion on branded clicks. Users want depth and nuance, and search behavior is adjusting to match that preference. Content strategy should follow the same direction. Read more
No Code AI Tools Are Becoming Practical Building Blocks Marketers are using no-code AI to automate research, generate personalized communication, and accelerate creative work. These tools offer leverage without requiring engineering support, and teams are adopting them quickly. Read more
Nested Learning Gives AI Models More Stable Long Term Memory Google’s nested learning approach improves how models retain and build on prior knowledge. Better memory creates more reliable agents and smoother performance across tasks that require context. Read more
YouTube Continues to Dominate Adult Attention Pew’s research shows that YouTube remains a primary destination for information, entertainment, and instruction. Video continues to attract consistent engagement, and brands gain reach by integrating it into their content mix. Read more
Deep dive: AI
Why AI Overviews are quietly changing content strategy
AI Overviews look simple on the surface, but they’re altering search dynamics at a structural level. They compress results, prioritize direct answers, and pull from sources that demonstrate clarity, structure, and credibility. This shifts the content game from volume to precision. The winners are the sites that make their value obvious to both humans and AI.
What stands out is how much weight these systems give to factual, well-structured information. Clean headers, concise explanations, and trustworthy sources matter more than the old keyword-laden formats. The models are effectively grading your content before a user ever sees it.
Growth leaders should think about content through a new lens: can a model understand your point fast enough to surface it? The next version of SEO requires creating material that answers questions directly, anchors in credible context, and helps models decide you’re the right reference.
This isn’t theory. It’s happening inside every AI Overview today. Read more
Deep dive: Growth
Why workflow automation is becoming a growth multiplier
Modern workflow automation is moving past checklists and rigid triggers. The newest systems can route tasks across tools, clean data, generate drafts, and help teams operate with less friction. HubSpot’s breakdown of modern automation illustrates how workflows are evolving into real operational engines.
For growth teams, the shift matters because consistency wins. Automation eliminates the gaps where leads stagnate, content bottlenecks form, or handoffs fall apart. It also frees teams from repetitive actions so they can focus on strategy and creativity.
The key is building automations that mirror real processes. Map how work actually happens, not how you think it happens. Then automate the pieces that are predictable. Used well, automation amplifies execution and gives leadership a clearer view of what’s working.
Your takeaway: automation is becoming the norm in workflows.
Nano Banana Pro We have talked about Nano Banana a few times this year, usually with a mix of admiration and concern. The early versions were fast and inventive, but they had the classic AI quirks. Nano Banana Pro is the moment it all snaps into focus.
The new model produces images that look like they were captured with an actual camera. Light behaves correctly. Textures carry believable imperfections. Fine details like fabric grain, small reflections, and edges hold up under scrutiny. It also stays consistent across portraits, products, food, interiors, and the random prompts we all test when we want to know what a model is really made of.
Why I recommend it: Nano Banana Pro is a real step up. The realism is strong enough that people who are used to spotting AI images will start getting fooled. It is the clearest signal yet that photorealistic AI is about to blend into everyday creative work without announcing itself.
Ready to turn AI visibility into pipeline?
AI platforms are shaping how buyers discover and vet brands. But most marketers don’t know if their brand even shows up.
Level’s AI Visibility Scorecard shows how often your brand appears in ChatGPT, Gemini, and Perplexity, how you’re described, and how that compares to your competitors.
You'll get:
A visibility score and share of voice vs top competitors
Sentiment analysis of how your brand is framed in AI answers
A tactical roadmap to improve your citations, content structure, and authority signals
Used by leading brands and fine-tuned across real buyer prompts, this scorecard is your opportunity to drive real visibility in the zero-click search environment.
