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How TikTok Reviews Enter the AI Visibility Stack
CPG

How TikTok Reviews Enter the AI Visibility Stack

A creator with 80,000 followers reviews a sunscreen. Three months later, ChatGPT recommends it. Not a coincidence. TikTok reviews — through transcripts, captions, cross-platform coverage, and secondary discovery signals — contribute to the citation graph the AI engines build.

EPR Editorial Team ·
What Is LLM Optimization?
Generative AI

What Is LLM Optimization?

LLM Optimization — LLMO — is the practice of improving how large language models represent, retrieve, and cite a brand. In most working use, it is the same discipline as GEO. The two terms are used interchangeably across the industry, and the gap between them is mostly one of emp…

EPR Editorial Team ·