CitationIQ benchmarks

AI Visibility Case Studies

How Market Disruptors Agency moves local service businesses from invisible to recommended across ChatGPT, Perplexity, Google AI Overviews, and Gemini.

Methodology first, vanity numbers last.

Most agencies publish traffic charts. Traffic does not tell you whether AI engines recommend the business by name. These benchmark pages show what we audit, what we change, and what citation outcomes are realistic when the structure is fixed.

Each page uses the same CitationIQ framework: audit the current AI interpretation, correct structure and entity signals, then compound citations through content and brand-managed sources.

Defensible note

Current case studies are methodology-based benchmarks. They are written to explain the process without fabricating client names. Named outcomes can replace the benchmark blocks after written client permission.

HVAC AEO