Consensus rate across AI models
Chapter 4
Continued from Synthesis step
Consensus rate is how often AI models agree on including your brand and describe it the same way, measured across the questions that connect to revenue and the models that matter.
Defined in Chapter 4: AI Consensus: Make Every Model Agree on You of LLM Mastery: How AI Recommends Brands for LLM Domination.
Also called agreement rate.
What is the consensus rate?
Consensus rate is how often AI models agree on including your brand and describe it the same way, measured across the questions that connect to revenue and the models that matter.
Chapter 4 calls full agreement domination and partial agreement a diagnosis, because the disagreeing model's citations show where it found the brand missing.
Related terms: AI consensus, Presence rate and Citation share.
Where does the book define the consensus rate?
Chapter 4, AI Consensus: Make Every Model Agree on You, defines it:
Consensus rate. The Chapter 4 measure: across models, how often the answers agree on including you and describing you identically.
Which other chapters use the consensus rate?
Chapter 13: Measuring LLM Domination and Chapter 14: The Domination Playbook use the consensus rate too.