Happy Friday Marketing Engineers!

Today:

🔬 We're Moving From The Age Of Scaling To The Age Of Research
🗺️ Understanding The Reddit Mod: A Marketer’s Guide
🤖 How To Use AI To Scale Content Marketing With A Lean Team
🧠 9 Psychology Concepts For Better Marketing
🤔 Founder Ideology
🤳 OpenAI Has First Hardware Prototypes, Plan To Reveal Device In 2 Years

🚀 Ada{m}

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🗞 News

AI agents are fundamentally changing holiday shopping by shifting the focus from Black Friday day-of promotions to preparation weeks or months in advance, as these tools monitor deals over time and make pre-programmed recommendations rather than relying on impulse purchases. To succeed in this new landscape, brands must optimize for algorithmic visibility by structuring their product data in machine-readable formats that move beyond traditional marketing copy. Building "algorithmic trust" through verifiable credentials like third-party certifications, authentic reviews, and transparent sourcing information is essential, as AI agents prioritize legitimacy and filter out emotional marketing tactics.

Vibe marketing uses AI tools to help marketers create highly targeted campaigns that build emotional connections with specific audiences, enabling personalization at a scale that would be impossible for human teams alone. However, companies must first establish their core brand identity, purpose, and voice through human expertise before deploying AI tactics, as using AI to create these foundational elements results in generic, forgettable branding. This approach offers the biggest advantages to lean marketing teams who already know their brand identity and have experience with optimization tools, essentially giving them an entire virtual team of specialists.

Omnicom completed its $13 billion acquisition of Interpublic (IPG), creating the largest advertising company in the world and reshaping the advertising and communications industry through increased scale. The FTC approved the merger after the companies agreed to a consent decree preventing collusion, particularly regarding withholding ad dollars from media outlets based on political views or ideology. The combined company aims to leverage generative artificial intelligence and new technologies to drive innovation across all aspects of the advertising business, from creation to targeting, while also gaining negotiating power with media companies and entertainment giants.

🤖 AI

Alphabet launched Gemini 3, its newest generative AI model that improves accuracy across Google's platforms, and began selling its Ironwood seventh-generation tensor chip, which is approximately 30 times more power-efficient than its 2018 predecessor. The company reported strong cloud business performance with a roughly $155 billion cloud backlog and quarterly revenue exceeding $100 billion, driven by its full-stack strategy integrating AI models, custom chips, and Google Cloud services. Despite these advances, Alphabet faces intense competition from Nvidia's dominant position in the AI-chip market and rivals like OpenAI and Anthropic pushing model development, with its stock slipping about 1% following the announcements.

AI development is shifting from the "age of scaling" back to the "age of research" as pre-training scaling reaches its limits with finite data, requiring new approaches like improved RL methods and value functions to solve the fundamental problem of why models generalize much worse than humans despite strong benchmark performance. Ilya Sutskever envisions future superintelligence not as a finished system that can already do every job, but as a highly efficient continual learner that gets deployed into the world and learns specific tasks through experience, similar to how humans specialize but with the ability to merge learnings across instances. As AI becomes visibly more powerful, he argues companies will converge on alignment approaches, suggesting that building AI to care about sentient beings—which would include the AI itself—may be more achievable and stable than other alignment targets, though this remains an open challenge requiring better understanding of generalization.

🧠 Hacks & Tactics

Reddit moderators are unpaid volunteers who control what content appears in their communities, with the power to remove posts, ban users, and access detailed user activity, making them gatekeepers for brands trying to reach Reddit's massive audience. The platform has become more complicated due to power concentration among a small group of moderators, protests over platform changes, and new rules that limit moderator autonomy while creating inconsistent enforcement. Brands must earn trust by disclosing their affiliations, contributing genuine value to communities for weeks before promoting anything, and building positive relationships with moderators, as Reddit's detection systems easily catch manipulative marketing tactics.

AI should be used strategically throughout the entire content workflow—from brainstorming ideas using user personas and competitor analysis, to creating detailed briefs, editing for brand alignment, optimizing author bios, repurposing content across platforms, and analyzing performance using E-E-A-T standards—rather than relying on one-click generation. Success requires customizing AI tools with brand-specific context by creating specialized GPTs tailored to specific tasks and feeding them company tone-of-voice guides, product information, and existing content examples, rather than using generic AI outputs that lack depth. While AI can streamline processes like generating briefs, flagging missing elements, and analyzing user engagement, human oversight remains essential to ensure content meets brand standards, maintains quality, and provides genuine value rather than producing surface-level content that won't rank.

Successful marketing requires understanding the psychological triggers behind how and why customers buy, what makes them say "yes," and what they're trying to avoid—without this understanding, your marketing is just arbitrary guesswork. To move from guessing to knowing, use the IHE Method: conduct customer Interviews, form educated Hypotheses from the patterns you discover, and run Experiments to validate those hypotheses. The text then covers nine specific psychology concepts (Halo Effect, Loss Aversion, Social Proof, Confirmation Bias, Scarcity Effect, Anchoring Effect, Goal Gradient Effect, Mere-Exposure Effect, and Authority Bias) with practical implementation steps for each to transform your B2B marketing effectiveness.

🏗️ For Founders

Founder Ideology [11 min read]

Founders can be categorized into three types: Missionaries who are driven by a genuine mission, Mercenaries who love the journey of building, and Minstrels who are performers. These ideologies aren't fixed—founders like Mark Zuckerberg and Sam Altman have shifted between categories throughout their careers based on circumstances and personal choices. The key insight is that success isn't determined by your ideology since you can win or lose with any approach, so the real question founders should ask themselves is "who do I want to be if I win?" rather than simply "how do I win?”

🔮 The Future

OpenAI CEO Sam Altman announced that the company has completed its first hardware device prototypes following the $6.4 billion acquisition of Jony Ive's startup io in May, with Ive saying they expect to reveal the device within two years. Unlike smartphones that compete for attention like "walking through Times Square," OpenAI's hardware targets a peaceful vibe, with AI that can work over long periods, filter information, and only notify users when truly important. This launch is being closely watched as a potential breakthrough since rivals like Amazon, Google, and Meta haven't yet created a hit AI device, and a successful product could eventually threaten Apple, which has struggled with Siri improvements.

A study of nearly 4,000 people found that brain development isn't a steady progression but rather occurs in five major phases, with pivotal transitions happening at approximately ages 9, 32, 66, and 83. The childhood phase extends until age 9, followed by an adolescent era that continues until around age 32, when the brain finally shifts into adult mode, challenging common assumptions about when we reach neurological maturity. Each era has distinct characteristics: childhood is marked by network consolidation and decreased wiring efficiency, adolescence shows increasing efficiency and white matter growth, adulthood brings stabilization and compartmentalization, while the two aging phases are defined by changes in brain connectivity.

👩‍🏫 Vocab

Customer Journey Mapping: The visual representation of every experience customers have with your brand. It documents all touchpoints and interactions from their perspective. Journey mapping helps identify opportunities to improve customer experience.

Example: A bank creates a detailed map showing all interactions customers have when applying for a mortgage, from initial research to final approval.

Lifecycle Marketing: A marketing approach that delivers different messages and content based on where customers are in their journey with your brand. It aligns marketing tactics with each stage of the customer relationship. Lifecycle marketing ensures relevant communication from first contact through long-term loyalty.

Example: A software company provides getting-started guides to new users, feature updates to active users, and loyalty rewards to long-term customers.

We’re writing a book! A compact guide through everything we’ve learned over 20 years of machine building.

That's it for this week! See you next week. 😎

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