

Business
Closing the GA4 Channel Definition Gap to Improve Blended ROAS
GA4 and ad platforms define channels differently. Normalize rules and map sources to reconcile blended ROAS with confidence.
Jordan
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Run repeatable citation determinism tests across models to measure volatility and stabilize brand mentions with multi-source signals.

Business
Hardening AI Agent Webhooks Against Cross-Tenant Callback Abuse
Prevent cross-tenant webhook abuse by binding signatures to tenant identity, callback tokens, origin checks, and replay-safe validation.
Jordan
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