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mAI Current Thinking
AI marketing systems, evidence and implementation
Research, analysis and practical guidance on the AI Marketing OS, AI Marketing Brain, Human Command, governance, GEO, measurement and the operating decisions behind applied AI marketing.
Use the articles to go deeper on specific problems while keeping the broader mAI Framework, architecture and evidence model in view.
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AI and Google Merchant Center: Better Product-Feed Decisions for eCommerce
March 11, 2024
2 min
Editor’s note, updated September 2026: AI can help eCommerce teams audit product feeds, identify anomalies and prioritize merchandising opportunities, but Merchant Center performance still depends on accurate product data, policy compliance, measurement and human oversight.
AI and Google Search Console: A Modern SEO Measurement Workflow
March 4, 2024
3 min
Editor’s note, updated September 2026: Google Search Console remains a core measurement source for search performance, while AI can help teams surface patterns, anomalies and content opportunities faster. The current mAI approach connects Search Console insights to the AI Marketing OS so recommendations stay measurable, explainable and human-reviewed.
AI and Google Tag Manager: Better Instrumentation for Smarter Marketing Decisions
February 26, 2024
3 min
Editor’s note, updated September 2026: Tag management is infrastructure, not strategy. AI can help teams audit event coverage, identify inconsistencies and accelerate documentation, while governance and human review remain essential for consent, privacy and data quality. In the mAI stack, GTM supports reliable measurement for the AI Marketing OS.
AI and Google Analytics: Turning Measurement Into Marketing Decisions
February 19, 2024
3 min
Editor’s note, updated September 2026: AI can make analytics workflows faster by summarizing trends, surfacing anomalies and supporting hypothesis generation, but it should not replace measurement design or judgment. In the mAI Framework, analytics feeds the AI Marketing Brain so teams can connect evidence to Plan → Execute → Measure → Optimize decisions.
AI in Marketing: From Fundamentals to Governed Strategy
February 12, 2024
3 min
Updated September 2026: A practical introduction to AI marketing through the current mAI lens: connected workflows, contextual decision support, Human Command and measurable Productivity + Precision rather than isolated automation.
AI for Marketing Measurement: Better Tracking, Validation and Data Quality
February 6, 2024
3 min
Updated September 2026: AI can help identify anomalies and measurement gaps, but tracking accuracy depends on instrumentation, consent, definitions and validation. The mAI Framework connects measurement quality to explainable optimization decisions.
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