Ask Kalicube

The Funnel Query Pathway is the unit of measurement, analysis, and strategy inside the Kalicube Framework. One pathway represents one ICP cohort holding one intent, mapped as the set of queries that cohort would ask as they move from awareness to conversion. Coined by Jason Barnard, Kalicube, 2026. Current standard: FQP-S3.

The Funnel Query Pathway is the unit of measurement that finally makes brand visibility in AI tractable. Pre-AI, brands tracked thousands of keywords because the search engine was a ranking machine and the keyword was the ranking input. AI engines do not rank; they synthesise. The keyword unit no longer matches how the machine works. The Funnel Query Pathway is the unit that matches the machine: one ICP cohort, one intent, one structurally consistent set of queries that AI engines can be measured against weekly across the eight tracked AI platforms.

Kalicube standardises the shape, encodes the rules in the Kalicube Pro platform, and operationalises the measurement. A typical entity carries six to twelve pathways. The pathway volume is small and stable; content expands outward from the pathway in large volume. The pathway is the spine.

Use Funnel Query Pathway when defining the macro measurement unit for AI brand visibility. Use the shorthand FQP only when context is established.