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Foundational research

Answer Stability: how many observations are required before an AI visibility claim is meaningful

Status
In preparation
Type
Foundational research

Research question

How many repeated observations are required before a claim about a company's presence in an AI answer can be distinguished from session variance?

Method

Repeated prompt families run across multiple systems and sessions, with state classification recorded per observation.

Findings

No findings are published for this entry. Dgenius does not summarise, characterise or interpret work before the underlying document exists and has been verified.