Direct recommendation queries evaluate whether an AI model actively endorses a brand by prompting it in a binary yes-or-no format across repeated samples to compute a statistical Query Relevance Score.
flowchart TD
Prompt["Input Prompt: Recommend Brand for Entity?"] --> Sample1["LLM Pass 1"]
Prompt --> Sample2["LLM Pass 2"]
Prompt --> SampleN["LLM Pass N"]
Sample1 --> Aggregator["Tally Yes vs No"]
Sample2 --> Aggregator
SampleN --> Aggregator
Aggregator --> Output["Calculate QRS Score %"]