Faruk Tugtekin

AI PERCEPTION INDEX 2026: How Large Language Models Position Brands in the AI Era

2026 · Zenodo (CERN European Organization for Nuclear Research)

This report introduces the AI Perception Index (MPI), a composite scoring framework developed by ARGEO AI to measure how large language models (LLMs) understand, represent, and position brands in AI-generated responses. Unlike traditional brand monitoring …