Contributors

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Host

Kristina Shrider

Kristina Shrider is founder of Market Disruptors AI Visibility Agency, a growth strategist, Behavioral CMO, independent AI marketing researcher, and creator of the MAHI Index™ and MAD-M™ frameworks. Her work focuses on AI visibility, AI marketing governance, entity clarity, citation readiness, provenance, human review, and marketing systems that AI search and human buyers can understand, verify, cite, and compare. 

Research site: https://kristinashrider.com

ORCID: https://orcid.org/0009-0002-2655-4629

https://marketdisruptorsagency.com/about/kristina
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Producer

Market Disruptors Agency

Market Disruptors Agency is an AI visibility agency helping local brands, specialized practices, and service businesses build the trust signals AI systems need to understand, verify, cite, and compare them. The agency works across AI SEO, AEO, GEO, entity SEO, schema markup, Google Business Profile optimization, local SEO, citation readiness, Share of Model, MAHI Index™, CitationIQ™, and  MAD-M™.

Market Disruptors Agency produces AI Marketing Governance with Kristina Shrider to document the systems, frameworks, and governance practices behind AI visibility, AI citations, and trustworthy marketing infrastructure.

https://marketdisruptorsagency.com