Website Visibility and Activity Reporting: Evidence-Based Measurement With Integrity (v0.7)
Abstract
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.
Fields of Study & Subjects
Web visibility and informetrics
Digital Marketing and Social Media
Information Retrieval and Search Behavior
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 7 February 2026
- Language
- EN