The platform sends unconstrained parametric prompts across three directional probes to test associative recall and aggregates the results through Matryoshka prefix attribution.
flowchart LR
subgraph Probes
E[Entity] -->|E2B| B1[Brand Recall]
Q[Query] -->|Q2B| B2[Brand Recall]
B3[Brand] -->|B2E| C[Concept Recall]
end
subgraph Aggregation
B1 --> M[Matryoshka Attribution]
B2 --> M
M --> S[Visibility and Share of Voice]
end