The Query Relevance Score (QRS) is the percentage of sampled, ungrounded binary recommendation prompts where an AI platform answers 'yes' to recommending a specific brand for a given search query or entity.

flowchart TD
    A[Search Query / Entity] --> P[Binary Probe Prompt]
    B[Target Brand] --> P
    P --> S1[Model Sample 1]
    P --> S2[Model Sample 2]
    P --> SN[Model Sample N]
    S1 --> R1[Yes / No]
    S2 --> R2[Yes / No]
    SN --> RN[Yes / No]
    R1 --> C[Aggregate Consensus]
    R2 --> C
    RN --> C
    C --> QRS[Query Relevance Score %]