Identify relative strengths, weaknesses, and opportunities
Enable an early warning system for public facing risk, Fix inconsistencies and enhance customer perception
Ensure new brands are present and positively represented on LLMs
Reveal deep customer insights to drive optimized development
How likely LLMs are to give a non-neutral response to the brand
How LLMs convery public perception of the brand
How accurately LLMs depict the brand relative to a single source of truth
When LLMs mention the brand when not directly asked about it
Expected to Grow annually by 24.4% through 2030 to $203.95B
In ChatGPT and Gemini alone a 20% growth since October 2024 in ChatGPT alone.
By ChatGPT currently per day
In ChatGPT globally, while traditional Q&A sites faced sharp declines, signaling a shift in user preferences
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