Stage 2 — AI Ingestion: Content Processing & Semantic Parsing (v0.7)
Abstract
Comprehensive technical documentation of Stage 2 of the 11-Stage AI Visibility Lifecycle. Covers how AI systems process discovered content into machine-readable semantic form, including content retrieval, parsing, rendering, and semantic extraction. Details cache infrastructure, content delivery dynamics, response time requirements, and the architectural conditions that must be satisfied before progression to parallel evaluation stages (Stages 3–11). Part of the AI Visibility Architecture (AIVA) framework documentation.
Fields of Study & Subjects
Topic Modeling
Information Retrieval and Search Behavior
Natural Language Processing Techniques
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 7 February 2026
- Language
- EN