Cross-Model Agreement
Also known as: Platform agreement, AI consensus
Cross-model agreement measures how often different AI models recommend the same brands for the same query.
Full Explanation
Cross-model agreement measures how often different AI models (ChatGPT, Claude, Gemini, Perplexity) recommend the same brands for the same query. Research shows AI platforms agree on brand recommendations only 14% of the time. Low cross-model agreement means your brand might dominate on one platform while being invisible on another - requiring multi-platform AI visibility strategy.
Example
GPT and Gemini agree on only 10% of brands for neutral gift queries - same question yields wildly different brand recommendations.
Research Insight
Our Cross-Model Stability Analysis research found: 14% agreement across AI platforms
Read the full researchRelated Terms
Deep Dive
The State of AI Visibility
Learn how AI visibility works, what metrics matter, and how brands go from invisible to recommended.