Analytics
LLM rank tracking
Rank tracking for answers: position and inclusion across prompts. [[prompt-tracking|Prompt tracking]] is the clearer name.
There is no stable “position 3” like Google. Use ordinals loosely.
Always store the raw answer.
Examples
- A tool says rank #1. The answer lists you after two rivals. The parser failed.
Related terms
Answer position
Where your brand sits inside an AI answer: first named, buried in a list, or used as a cautionary tale.
Prompt tracking
Prompt tracking is running a fixed set of real customer questions through AI engines on a schedule and logging who got named.
Share of Model
Share of Model is your brand’s share of mentions in AI answers versus a defined competitor set, on a defined prompt set.
FAQ
Daily ranks? +
Usually noise. Weekly with repeats is saner.
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