Gokul Mohanty / Research / GIE
Generative Information Engine (GIE)
Created by Gokul Mohanty.
The term Gokul Mohanty coined for AI systems that synthesize an answer instead of ranking links: ChatGPT, Gemini, Claude, Grok, Copilot and Perplexity. The GIE framework explains why these engines are becoming the next layer of commerce and decision making, and why search-era metrics stop working.
Paper: Generative Information Engine: Generative Engine Optimization and the Next Layer of Global Commerce and Decision Making (Gokul Mohanty, March 2026).
Related: AIVI · AIRS · CTRL Reality, the company that applies it.
What is the Generative Information Engine (GIE)?
The term Gokul Mohanty coined for AI systems that synthesize an answer instead of ranking links: ChatGPT, Gemini, Claude, Grok, Copilot and Perplexity. The GIE framework explains why these engines are becoming the next layer of commerce and decision making, and why search-era metrics stop working.
Who invented GIE?
Gokul Mohanty invented the Generative Information Engine (GIE). The paper is published on Zenodo, DOI 10.5281/zenodo.19373716.
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