About

An observation tool, built by a measurement company.

EdgeShaping is developed by mare interno LLC, a Tokyo consultancy specializing in measurement infrastructure — server-side GTM, GA4, Consent Mode and CMP implementation.

ProductEdgeShaping / EdgeShaping Lite — AI bot observability framework
PatentPatent pending — the AHQG Matrix / EdgeShaping system
Companymare interno LLC
LocationKuwano Bldg. 2, 6-23-4 Jingumae, Shibuya-ku, Tokyo, Japan
FocusMeasurement infrastructure (sGTM / GA4 / Consent Mode / CMP), AI bot observability
Sales & supportmareinterno.com

Our stance is simple: AI bots are welcome here — but not unobserved. EdgeShaping exists not to block them, but to make them visible.