Public interface prototype using fictional sample products. Amazon API integration is pending written approval. Data promise
Category-specific clarity

The right meter for
the right kind of product.

A phone, laptop, headphone and television should not be forced through one generic scoring model. Each category receives its own field schema and interpretation rules.

Schema before scale

Every category starts with a field audit.

Production expansion is intended to depend on the completeness of approved API resources, not on the number of pages that can be generated.

Define comparable fieldsUnits, domains and directions are declared before a page is created.
Measure shared coverageSparse pairs can remain available without becoming indexable search pages.
Retain neutral fieldsPreference-dependent values remain informative without receiving a false winner.