One category, reconciled into a decision readout. A category intelligence report takes a single category and tests whether its story holds across demand, availability, supplier evidence, and import-flow — then resolves it into a claim-graded call you can act on.
A category intelligence report takes a single category and tests whether its story holds across demand, availability, supplier evidence, and import-flow — then resolves it into a claim-graded call you can act on. This page shows what a report contains and the proof case available today.
Every report runs the same disciplined structure. Each section carries its evidence grade, and any contradiction between the datasets is surfaced rather than smoothed over. Category movement read as an inventory flow rate, with promotional and seasonal distortion called out.
Every report runs the same disciplined structure. Each section carries its evidence grade, and any contradiction between the datasets is surfaced rather than smoothed over.
Category movement read as an inventory flow rate, with promotional and seasonal distortion called out.
Whether availability and inventory behaviour agree with the demand read — or quietly contradict it.
Concentration and fragility in the supply base, measured from public import records and supplier-overlap evidence.
Whether replenishment cadence lines up with demand — the anchor that tells a real trend from an inventory push.
Promote, watch, hold, or reject — with the reasoning shown, the assumptions named, and the lane it routes to.
We are building the report library one category at a time, starting in our first proof vertical. The motorized-appliance proof case shows the method end to end on a real category. Want a specific category read? Request a pilot and we'll run it.
We are building the report library one category at a time, starting in our first proof vertical. The motorized-appliance proof case shows the method end to end on a real category. Want a specific category read? Request a pilot and we'll run it.
The method end to end on a motorized-appliance category — where the read routes to a motor-readiness and OEM-feasibility path.
See the proof case Sample artifactA worked example of a claim-graded read on a single product, showing the structure and the evidence grading.
See the sample Your categoryHave a category you're weighing? Request a Category Intelligence Pilot and we'll reconcile it for you.
Request a pilotRequest a Category Intelligence Pilot, or start with a short, no-cost category screen first. Reports reconcile public datasets into evidence-graded signals and human-reviewed recommendations. Signals are labelled directional, hypothesis-grade, or decision-grade. We don't guarantee outcomes, cost savings, supplier replacement, or commercial success — a category read isn't certification, legal advice, or a binding quote.
Request a Category Intelligence Pilot, or start with a short, no-cost category screen first.
Reports reconcile public datasets into evidence-graded signals and human-reviewed recommendations. Signals are labelled directional, hypothesis-grade, or decision-grade. We don't guarantee outcomes, cost savings, supplier replacement, or commercial success — a category read isn't certification, legal advice, or a binding quote.