The short answer
Prompt tracking is running a fixed list of questions through AI assistants on a schedule and recording the answers, mentions and sources. It is the measurement backbone of AEO.
Updated Oct 18 2026
Why Prompt Tracking matters
Answers vary from run to run, so one test proves nothing. A repeated panel shows the trend.
How to measure or use it
Run each question several times per assistant, store the full answer and its sources, and report rates rather than single results.
How I handle it
I run the panel myself in each assistant and keep the raw answers, so every number can be traced back to the answer it came from.
Related terms
- Share of VoiceThe share of relevant AI answers, citations or mentions that your brand owns compared with competitors.Read
- Citation RateHow often one of your pages is cited when your tracked questions are asked.Read
- Prompt Market FitHow well the questions buyers actually ask match the pages, proof and positioning you provide.Read
Prompt Tracking questions
Do I need a paid tool?
Not to start. A spreadsheet and a fixed list of questions already gives you a baseline. Tools help once the panel gets large.
Why repeat the same question?
Because assistants can answer differently each time, and a rate over several runs is more honest than one result.