Brand Perception

How AI Shapes Brand Perception: What ChatGPT and Gemini Say About Companies

AI models are becoming a new layer of brand perception, often replacing traditional search. But what they say about your brand isn’t always accurate.
This whitepaper explores how LLMs represent companies and where risks like hallucinations and bias appear.

Overview

As users increasingly rely on AI for answers, brand reputation is no longer shaped only by media and customers, but also by machine-generated narratives. Understanding and monitoring this layer is becoming critical for companies that want to stay in control of their brand.

You’ll learn how to

  • Understand how LLMs form brand narratives
  • Identify hallucinations and factual inconsistencies
  • Detect bias in AI-generated responses
  • Monitor how your brand is described across different models
Key takeaways

1

AI is already influencing brand perception at scale

2

LLM outputs can introduce real reputational risks

3

Monitoring AI responses is becoming a new business necessity

AI is no longer just a tool. It’s a new channel shaping how your brand is perceived.