AI Reputation Report

Rethink your brand visibility in the age of AI

Large Language Models (LLMs) such as ChatGPT, Gemini, and Perplexity are becoming major intermediaries between brands and their audiences. They no longer simply list information; they synthesize and rephrase it to construct a specific representation of your brand’s reputation. Moreover, users increasingly use LLM’s to make shopping deceisions 

How we analyze your brand image: 

  • Broad Overview: Depending on your strategic needs, we determine your brand image through a comprehensive overview of prompts. One of our analysts provides clear, actionable recommendations to frame and scope the research. 
  • We provide a dedicated methodology to help you understand your reputation across the most widely used LLM models: ChatGPT, Gemini, Perplexity, Mistral AI, Grok, Claude, DeepSeek, Copilot and Meta AI.

LLM Reputation Insight: Your next-generation analysis solution 

  • Pinpoint the sources influencing LLM narratives about your brand and optimize them for generative engines (GEO) 
  • Understand how your brand is perceived in LLMs, to which topics it is the most associated.  
  • Measure the performance of your brand compared to your competitors 
  • Identify the key attributes and values spontaneously linked to your brand by these models. 

Gain a competitive edge with GEO (Generative Engine Optimization) 

  • Don’t let a machine tell your story: Move beyond traditional PR to structure your content so it is accurately interpreted and prioritized by AI systems. 
  • Evaluate your “PR-to-AI” ROI: Understand how your media coverage and newsrooms directly shape the authoritative narratives that prevail in automated environments. 
  • Anticipate the shift: Transition from seeking mere visibility to securing active recommendations from digital assistants. 

Curious about how your brand shows up in generative AI responses? Let’s talk!

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