For b2b AI companies to measure their visibility in LLM. Generate brand-visibility briefs by masking provider names and comparing how multiple LLMs (GPT-5 primary, GPT-4o comparison) respond. The pipeline ingests a transcript, extracts selling points, asks domain-expert questions, and highlights where models still infer the masked provider.
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