NALQERIO – AI VISIBILITY MEASUREMENT WORKSHEET
Blank worksheet. No measurement data.

One question × one system × one measurement time = one record. Use a new sheet for another system or a later measurement. Failed answers remain unknown and do not count as non-mentions.

HOW TO USE
1. Create one copy for each question and system.
2. Document an actual answer; do not invent one.
3. Explicitly mark unknown values.
4. Create a new record for a later measurement.

Project / public domain:
____________________________________________________________

Which decision should this measurement support?:
____________________________________________________________

Question: exact wording:
____________________________________________________________

Open-ended selection question or branded question?:
____________________________________________________________

Audience / market / language:
____________________________________________________________

Date, time and time zone:
____________________________________________________________

System / model if known / search method:
____________________________________________________________

Conversation context and previous messages:
____________________________________________________________

Complete answer: yes / no / unknown
Brand mentioned: yes / no / unknown
Citation data available: yes / no / unknown
Own domain cited: yes / no / unknown

Original answer or reference to stored evidence:
____________________________________________________________

Correct business identity checked? What did you compare?:
____________________________________________________________

Actually cited URLs and source status:
____________________________________________________________

Context: recommended, criticised or mentioned in passing?:
____________________________________________________________

Unknowns / errors:
____________________________________________________________

Target page and evidence-based change:
____________________________________________________________

Responsible person / publication date:
____________________________________________________________

Unchanged conditions for a later measurement:
____________________________________________________________

Observed difference and alternative explanations:
____________________________________________________________

Do not include unnecessary confidential data. Differences do not prove causation.
Guide: https://nalqerio.com/knowledge/measure-ai-visibility

When citation data is unavailable, mark own-domain citation as unknown. A complete but empty source list means no own-domain citation.