Brandloupe Index

Each tool targets a distinct angle: find_stores is a filtered list, lookup_store is a single-store profile, technology_usage is cross-store aggregate stats, and weekly_changes is a temporal diff. There is minor overlap since find_stores and weekly_changes both accept category/country filters, but their purposes are clearly separable.

All four names use consistent snake_case, which is good. However the convention is mixed stylistically: find_stores and lookup_store are verb_noun actions while technology_usage and weekly_changes are noun phrases, so the pattern isn't fully uniform.

Four tools is appropriately lean for a read-only store-intelligence index, with each tool covering a distinct query mode. It sits at the lower end but does not feel arbitrarily thin given the focused domain.

The surface covers the core analytics workflows: store discovery, store detail, technology adoption stats, and change tracking. Minor gaps exist (e.g. explicit store-to-store comparison or historical trend queries), but agents can largely work around these.