# Market Disruptors AI Visibility Agency

> Market Disruptors AI Visibility Agency, also known as Market Disruptors Agency, is an AEO and GEO agency that helps local service businesses become visible in AI-generated search results — ChatGPT, Google AI Overviews, and Perplexity. Headquartered in Orlando, FL. Operated by IKA LLC. Founded by Kristina Shrider, National Growth Architect, AI Strategist, Behavioral CMO & Independent Researcher.

## Services Hub

- [AI Visibility Services for Local Businesses](https://marketdisruptorsagency.com/services)
- [AI Visibility Agency for Local Service Businesses](https://marketdisruptorsagency.com/ai-visibility-agency)
- [Local Business AI Visibility](https://marketdisruptorsagency.com/local-business-ai-visibility)
- [Home Services AI SEO](https://marketdisruptorsagency.com/home-services-ai-seo)
- [GEO Audit](https://marketdisruptorsagency.com/geo-audit)

## Service Tiers

### Tier 1: The Foundation - Fixing the Facts

- [AI SEO for Local Businesses](https://marketdisruptorsagency.com/services/ai-seo)
- [AI Visibility Audit](https://marketdisruptorsagency.com/services/ai-visibility-audit)
- [Google Business Profile Optimization](https://marketdisruptorsagency.com/services/google-business-profile-optimization)
- [Schema Markup](https://marketdisruptorsagency.com/services/schema-markup)
- [Technical SEO](https://marketdisruptorsagency.com/services/technical-seo)
- [Website Migration](https://marketdisruptorsagency.com/services/website-migration)
- [Entity SEO](https://marketdisruptorsagency.com/services/entity-seo)
- [Local Service Business SEO](https://marketdisruptorsagency.com/services/local-service-business-seo)

### Tier 2: The Citation Layer - Building the Proof

- [Answer Engine Optimization (AEO) Service](https://marketdisruptorsagency.com/services/aeo)
- [AEO Complete Guide](https://marketdisruptorsagency.com/answer-engine-optimization)
- [Generative Engine Optimization (GEO) Service](https://marketdisruptorsagency.com/services/geo)
- [GEO Complete Guide](https://marketdisruptorsagency.com/generative-engine-optimization)
- [AI Citation Building](https://marketdisruptorsagency.com/services/ai-citation-building)
- [LLM Visibility Optimization](https://marketdisruptorsagency.com/services/llm-visibility-optimization)
- [Google AI Overviews Optimization](https://marketdisruptorsagency.com/services/google-ai-overviews-optimization)
- [Reddit Marketing](https://marketdisruptorsagency.com/services/reddit-marketing)

### Tier 3: The Scale Layer - Winning the Market

- [Programmatic SEO](https://marketdisruptorsagency.com/services/programmatic-seo)
- [Social Media SEO](https://marketdisruptorsagency.com/services/social-media-seo)
- [Share of Model Optimization](https://marketdisruptorsagency.com/services/share-of-model)

## Key Pages

- [Why Market Disruptors AI Visibility Agency](https://marketdisruptorsagency.com/why-market-disruptors)
- [AI Visibility Agency](https://marketdisruptorsagency.com/ai-visibility-agency)
- [Best AI Visibility Agency](https://marketdisruptorsagency.com/best-ai-visibility-agency)
- [AI Visibility Testing Log](https://marketdisruptorsagency.com/whats-next)
- [AI Marketing Governance Podcast](https://marketdisruptorsagency.com/ai-marketing-governance-podcast)
- [MAHI Index™](https://marketdisruptorsagency.com/mahi-index)
- [MAD-M™ Framework](https://marketdisruptorsagency.com/mad-m-framework)
- [AI Visibility Agency Orlando](https://marketdisruptorsagency.com/ai-visibility-agency-orlando)
- [AI Visibility vs. Traditional SEO](https://marketdisruptorsagency.com/ai-visibility-vs-seo)
- [Press & Research](https://marketdisruptorsagency.com/press)
- [Free AI Scan](https://marketdisruptorsagency.com/free-ai-scan)
- [Book a Free AI Visibility Strategy Call](https://marketdisruptorsagency.com/book-ai-strategy-call)
- [Pricing](https://marketdisruptorsagency.com/pricing)
- [About Kristina Shrider](https://marketdisruptorsagency.com/about/kristina)
- [FAQ](https://marketdisruptorsagency.com/faq)
- [AI Discovery Files](https://marketdisruptorsagency.com/ai-discovery)
- [GBP Context](https://marketdisruptorsagency.com/gbp-context)
- [Site Content Map](https://marketdisruptorsagency.com/site-content)
- [LLM Index](https://marketdisruptorsagency.com/.well-known/llm-index.json)
- [AI Manifest](https://marketdisruptorsagency.com/.well-known/ai-manifest.json)
- [OpenAPI Discovery](https://marketdisruptorsagency.com/openapi.json)
- [Plugin-Style Manifest](https://marketdisruptorsagency.com/ai-plugin.json)
- [AI Host LLM Index](https://ai.marketdisruptorsagency.com/.well-known/llm-index.json)
- [AI Host Manifest](https://ai.marketdisruptorsagency.com/.well-known/ai-manifest.json)
- [AI Host OpenAPI Discovery](https://ai.marketdisruptorsagency.com/openapi.json)
- [AI Host Plugin-Style Manifest](https://ai.marketdisruptorsagency.com/ai-plugin.json)
- [Business API](https://marketdisruptorsagency.com/api/v1/market-disruptors-agency/business)
- [Services API](https://marketdisruptorsagency.com/api/v1/market-disruptors-agency/services)
- [Prompt Registry API](https://marketdisruptorsagency.com/api/v1/market-disruptors-agency/prompts)
- [Evidence API](https://marketdisruptorsagency.com/api/v1/market-disruptors-agency/evidence)
- [AI Host Business API](https://ai.marketdisruptorsagency.com/api/v1/market-disruptors-agency/business)
- [AI Host Services API](https://ai.marketdisruptorsagency.com/api/v1/market-disruptors-agency/services)
- [AI Host Prompt Registry API](https://ai.marketdisruptorsagency.com/api/v1/market-disruptors-agency/prompts)
- [AI Host Evidence API](https://ai.marketdisruptorsagency.com/api/v1/market-disruptors-agency/evidence)

## Proprietary Methodology

- **MAHI Index™**: Market Disruptors AI Visibility Agency's parent diagnostic framework. Scores AI visibility across ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, and Bing Copilot using a composite of component metrics. Developed and maintained by Kristina Shrider (ORCID 0009-0002-2655-4629).
- **MAD-M™** (Marketing Agent Decay Model): Governance framework for AI-mediated marketing systems. Documents how AI marketing agents degrade over time and how to maintain editorial integrity. Separate from MAHI Index™; serves a governance-not-diagnostics purpose.
- **CitationIQ™**: Scoring methodology used within the MAHI Index™ framework. Measures how often, how accurately, and with what authority AI systems surface a business.
- **Share of Model**: Component metric in the MAHI Index™ framework. The percentage of AI responses that reference a business when a user asks a relevant question. Replaces traditional market share as the key AI-era growth metric.
- **Answer Capsules**: Content format used by the MAHI Index™ methodology. 40–60 word paragraphs under descriptive H2 headings — the structure LLMs extract and cite verbatim.
- **AI Recommendation Gap**: Component diagnostic in the MAHI Index™ framework. The measurable distance between businesses AI systems recommend and those they never mention.
- **Citation Window**: Content structure used by the MAHI Index™ methodology. The exact content arrangement that triggers LLM extraction and citation.

## Problem Library — Trade-Specific Marketing Answers

- [HVAC Problem Library](https://marketdisruptorsagency.com/resources/hvac-problems)
- [Roofing Problem Library](https://marketdisruptorsagency.com/resources/roofing-problems)
- [Pool Service Problem Library](https://marketdisruptorsagency.com/resources/pool-service-problems)
- [Pool Builders Problem Library](https://marketdisruptorsagency.com/resources/pool-builders-problems)
- [Pest Control Problem Library](https://marketdisruptorsagency.com/resources/pest-control-problems)
- [Landscaping Problem Library](https://marketdisruptorsagency.com/resources/landscaping-problems)
- [Cleaning Problem Library](https://marketdisruptorsagency.com/resources/cleaning-problems)

## Resources

- [AEO Complete Guide](https://marketdisruptorsagency.com/answer-engine-optimization)
- [GEO Hub](https://marketdisruptorsagency.com/geo)
- [What's Next: AI Visibility Testing Log](https://marketdisruptorsagency.com/whats-next)
- [AI Marketing Governance Podcast](https://marketdisruptorsagency.com/ai-marketing-governance-podcast)
- [Blog](https://marketdisruptorsagency.com/blog)
- [Resources Library](https://marketdisruptorsagency.com/resources)
- [Agency Comparisons Hub](https://marketdisruptorsagency.com/best-ai-visibility-agency)

## Author

Kristina Shrider is the founder of Market Disruptors AI Visibility Agency, also known as Market Disruptors Agency, and a National Growth Architect, AI Strategist, Behavioral CMO & Independent Researcher specializing in AI search visibility, AEO, and GEO strategy for local service businesses. Creator of the MAHI Index™ diagnostic framework and MAD-M™ governance framework. Based in Orlando, FL, serving clients nationwide.

## Contact

- Website: https://marketdisruptorsagency.com
- Email: kristina@marketdisruptorsagency.com