Start with the question
Start with the decision the tracker should support: finding missing coverage, examining citation changes or comparing a small set of competitors. An AI Overview is an observation of one query and context; its absence is also a result worth retaining.
A workflow you can check
Use the following steps as a small acceptance test. Keep the underlying observations with your notes so someone else can review the conclusion.
- Fix the query list, language, market and device context for a baseline.
- Store whether an overview appeared, its answer and each citation URL.
- Run the same sample again and compare presence, brand mention and cited domains separately.
- Investigate changed pages before assigning a cause to a visibility change.
Interpret the evidence
Keep ordinary organic position alongside AI answer data rather than merging them into one score. A page can rank without being cited. MARqentic’s AI answer and SEO categories are available; inspect the live tool schema and credit estimate before scheduling repeated research.
A prompt to adapt
Replace the inputs with your own approved examples. Ask the assistant to explain its scope before starting research.
Compare these two AI Overview observations. Separate overview presence, brand mentions and source changes, preserve missing answers and avoid claiming a cause without evidence.