Why does a brand disappear from AI answers without a warning, penalty notice, or obvious traffic crash?

In this episode of AI Marketing Governance with Kristina Shrider, we look at AI marketing drift: the slow loss of visibility, attribution, and authority that can happen when brands publish generic, weakly governed, or AI-assisted content without enough human review, provenance, and source proof.

The episode explains how AI-mediated discovery is changing search behavior through retrieval, grounding, query fan-out, AI Overviews, AI Mode, ChatGPT Search, Perplexity, Gemini, Bing Copilot, and other answer engines. It also explores why commodity content is easier for AI systems to ignore, summarize without attribution, or treat as background noise.

Kristina Shrider’s MAHI Index™ and MAD-M™ frameworks are used as the governance lens for this discussion. MAHI Index™ helps diagnose the current structural health of a marketing system. MAD-M™, the Marketing Agent Decay Model, explains how weak signals may decay over time if they are not reviewed, refreshed, measured, and governed.

Topics covered in this episode include:

• AI marketing drift
• AI visibility loss
• AI citation readiness
• Query fan-out
• Retrieval and grounding
• AI SEO
• AEO
• GEO
• Answer engine optimization
• Generative engine optimization
• Entity SEO
• Provenance
• Human review
• Marketing friction audits
• Share of Model
• CitationIQ™
• MAHI Index™
• MAD-M™
• NIST AI Risk Management Framework
• Google AI Overviews and AI Mode
• Content decay and authority flattening

This episode does not teach AI search hacks. It explains why brands need clearer entity signals, stronger evidence, better human review, and governance systems that make their content easier for AI systems and human buyers to understand, verify, cite, and compare.

Full transcript, sources, and framework notes:

https://marketdisruptorsagency.com/ai-marketing-governance-podcast

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https://marketdisruptorsagency.com/free-ai-scan

AI Marketing Governance with Kristina Shrider is produced by Market Disruptors Agency. 

Podcast profile: https://aimarketinggovernance.buzzsprout.com