RESOURCES   ·   Overview   ·   White Paper   ·   Evidence Methodology   ·   Applied Evidence   ·   Test Deployments   ·   Current Thinking   ·   FAQ

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.

Explore current thinking

Search the knowledge base or browse the latest research and operating guidance.

  • The Social Search Inflection Point

    April 3, 2007

    1 min

    Like many, I read Search Engine Land religiously on most days. It's also a privilege to contribute.[...]

  • Lijit redesign – Who’s Being Searched Right Now?

    March 26, 2007

    2 min

    Lijit redesigned their home page in the past days, giving it a “more open, roomy, and serene[...]

  • Social media sentiment analysis – Clinton and Obama

    March 23, 2007

    4 min

    A myriad of Internet sentiment analysis applications are emerging such as monitoring blogs for coverage, tone polarity[...]

  • New younanimous social meta search engine

    March 23, 2007

    1 min

    At first I thought younanimous was going to be an anonymous search engine not tracking anything. Search[...]

  • PreFound – power from the people – social search engine redesign

    March 22, 2007

    1 min

    Prefound.com re launched its site earlier this week. Changes include Enhanced personalization, more diverse search results, an[...]

  • Wink – people search engine – restructuring capital

    March 21, 2007

    2 min

    Wink announced a partial stock repurchase from some of its investors. The major change seems to be[...]

Architecture

Understand how context, workflows, governance, integrations and measurement fit together before applying tactical recommendations.

Evidence

Separate demonstrations, engagement outcomes, operating targets and validated claims when evaluating AI marketing results.

Applied Context

See how the same operating architecture changes across industries, workflows and governance requirements.

Follow the operating conversation

Receive updates on AI marketing architecture, governance, measurement, search/GEO and applied implementation. No promise of frequency, only material updates worth sharing.

Turn insight into an operating model

For Managed mAI, Enterprise mAI, product integration or strategic partnership, start with the business context, stack, governance requirements and measurement model.