Scope and sample
This commercial UI uses an illustrative sample to demonstrate the report structure. Production claims require a published dataset, collection window, markets, prompt taxonomy and reproducible method.
Measurement method
| Dimension | Definition |
|---|---|
| Mention rate | Share of sampled answers containing the brand entity. |
| Recommendation rate | Share of answers actively recommending the brand. |
| Citation share | Share of observed source citations owned by the brand. |
Illustrative findings
Citation presence and recommendation presence should be reported separately. A brand can be cited without being recommended.
Limitations
Answer outputs vary by time, locale, account context and product configuration. Results are directional unless the sampling and rerun method is controlled.