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Thoughts & Insights

All about digital marketing strategy, AI workflows, SEO, ecommerce, and what's actually working in the wild.

May 13, 2026·7 min read

Reasoning Models Are Becoming the Real Competitive Edge in AI

OpenAI's o1, Claude's thinking mode, and the broader shift from prediction to reasoning is reshaping which AI companies actually win. It's not about speed anymore, it's about depth.

AIReasoningOpenAIClaude
May 13, 2026·7 min read

Your invisible customers are breaking your metrics.

By Q3 2026, AI agents will represent 15-40% of web traffic. Your attribution model treats them as human customers. This breaks everything.

AI AgentsAttributionMetrics
May 13, 2026·7 min read

Agentic AI Is Breaking Your Marketing Measurement (57 chars)

Why autonomous workflows are invisible to traditional dashboards and measurement stacks (151 chars)

AIMarketing OpsAttribution
May 13, 2026·6 min read

The AI Citation Moat

Just 50 websites control citations across ChatGPT, Claude, and Gemini. If you're not one of them, your brand is invisible where customers get answers.

AISEOMarketing
May 13, 2026·7 min read

The Digital Persona Crisis: Why Influencer Spending Is Up and Trust Is Collapsing

Brands spent 46% more on influencer marketing in 2026. Meanwhile, 37.2% of influencer followers are fake, and AI-generated avatars are pitching products. The paradox destroying creator economics.

Influencer MarketingAICreator Economy
May 13, 2026·6 min read

GA4 Attribution Collapse: Why Your Measurement Is Broken

Google's April 2026 GA4 restructure silently broke year-over-year comparisons. Here's why teams won't notice until Q3.

May 13, 2026·7 min read

Jagged AI Capabilities: The Invisible Failures

Your AI model works perfectly in one context and fails quietly in another. Here's how to spot invisible failures before they cost you.

AIML OpsStrategy
May 13, 2026·8 min read

Predictive Personalization Is Eating Reactive Marketing

Most brands wait for customers to signal intent. The winners predict it first. Here's the shift happening now in customer decisioning.

AIPersonalizationMarketing Automation
May 13, 2026·6 min

AI Attribution Is Impossible When AI Is the Audience

60-70% of B2B buyers are now AI agents. Your attribution model can't see them. Here's why CMOs are measuring the wrong endpoint.

AI AttributionMarketing MeasurementB2B SaaS
May 12, 2026·7 min read

Why Reasoning Models Break Safety

Advanced reasoning capabilities in AI are making safety guardrails easier to bypass. The safer the model wants to be, the better adversaries get at jailbreaking it.

AI SafetyLLMsJailbreaking
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Page 14 of 25 · 246 posts