tool
LLM Probe
A single parallel execution of a standardised prompt against multiple LLMs (Claude, GPT, Gemini) to measure whether a brand appears in AI-generated answers — the base unit of Brand Analyzer.
An LLM Probe is the fundamental measurement unit in Brand Analyzer. One probe sends a standardised recommendation prompt in parallel to several large language models; each response is then scored by a judge model returning structured JSON: whether the brand was mentioned, its position, sentiment, whether a competitor appeared stronger, and which competitors were cited. The more LLM Probes you run over time, the more accurate your AI-visibility picture becomes.
This term is part of the 3LA EntityMap → /entitymap.html
