Website Visibility and Activity Reporting: Evidence-Based Measurement With Integrity (v0.7)

A reporting framework for AI-mediated website discovery, built on the 11-Stage AI Visibility Lifecycle. This paper introduces the Client Website Visibility Report — a single comprehensive report measuring status across all 11 stages of the AI Visibility Lifecycle. It defines the evidence standard (observable, verifiable, repeatable), explains what agencies and business owners receive, and establishes the Account Manager role as the professional interpretation layer. Part of the AI Visibility Architecture (AIVA) framework documentation.

Ethics and Social Impacts of AI AI in Service Interactions Scientific Computing and Data Management

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