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AI Brand Voice Extractor

The description LLMs use for your brand is the first thing millions of AI-mediated searchers see about you. If three out of four models call you "established but old-fashioned," that's a signal to correct. This tool extracts dominant adjectives + sentiment per model + flags cross-model divergence.

Context and background

Read the story behind this tool: The description LLMs use for you is your first AI-mediated impression →

Setup

Run the probe in fresh chats of each LLM, paste the responses below.

LLM responses