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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.

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  • Artificial Intelligence in Google Search Console arnaud fischer digital marketing consulting montreal

    AI and Google Search Console: Turning Search Data into Better SEO Decisions

    January 26, 2023

    2 min

    Updated September 2026: AI can help summarize Search Console patterns, detect anomalies and prioritize opportunities, but recommendations should stay tied to technical quality, useful content and measurable search outcomes.

  • How will chatGPT change Digital Marketing arnsud fischer consulting montreal

    How ChatGPT Changed Digital Marketing: From Prompting to Context Engineering

    January 25, 2023

    3 min

    Updated September 2026: ChatGPT accelerated content and research workflows, but durable value now depends on context engineering, source quality, governance and measurable integration with marketing operations.

  • Artificial Intelligence (AI) use in Facebook Ads arnaud fischer consulting digital marketing montreal

    AI in Meta Ads: Optimization with Human Audience and Budget Control

    January 24, 2023

    3 min

    Updated September 2026: AI can support creative testing, audience analysis and campaign optimization in Meta Ads, but material targeting, spend and brand decisions require defined human approval and measurement.

  • artificial intelligence in programmatic advertising in 2023 arnaud fischer digital marketing ai consulting montreal

    AI in Programmatic Advertising: What Changed Since 2023

    January 20, 2023

    3 min

    Updated September 2026: Programmatic AI has matured from automated bidding toward broader decision support. The durable requirements remain clean measurement, transparent objectives, policy controls and Human Command for consequential changes.

  • Artificial intelligence (AI) in Google Ads Arnaud Fischer digital marketing consulting montreal canada

    AI in Google Ads: Automation, Measurement and Human Spend Governance

    January 19, 2023

    2 min

    Updated September 2026: Google Ads uses increasingly sophisticated automation, but campaign quality still depends on conversion data, objectives and controls. Material spend, targeting and brand decisions remain human-governed.

  • Artificial intelligence Google Analytics 4 arnaud fischer digital marketing

    AI in GA4: From Automated Insights to Decision-Ready Measurement

    January 18, 2023

    1 min

    Updated September 2026: AI can help summarize GA4 patterns, surface anomalies and support hypotheses, but useful analytics still requires sound instrumentation, definitions, attribution context and human interpretation.

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