Northstar Audio · demonstration report
Read the measures, check the denominators
Each row retains its own context. A percentage describes the observed sample: it does not measure the brand’s entire visibility.
The bars show separate ratios. Each measure includes its denominator; values from different contexts or periods do not constitute a trend.
- gemini · demonstration model · demo-v1
- 30% · 3 / 10demo-only
Observed measure
The bars show separate ratios. Each measure includes its denominator; values from different contexts or periods do not constitute a trend.
- google · desktop
- 60% · 6 / 10demo-only
- bing · desktop
- 40% · 4 / 10demo-only
Observed measure
Open the full sample table
| Engine and context | Presence | Recommendation | Citation | Average position | Observations used | Excluded | Duplicates |
|---|---|---|---|---|---|---|---|
| google · desktopdemo-only | 60% · 6 / 10 | Not applicable | Not applicable | 3.5 · n=6 | 10 | 0 | 0 |
| bing · desktopdemo-only | 40% · 4 / 10 | Not applicable | Not applicable | 2.5 · n=4 | 10 | 0 | 0 |
| gemini · demonstration model · demo-v1demo-only | 30% · 3 / 10 | 10% · 1 / 10 | 25% · 2 / 8 | Not applicable | 10 | 0 | 0 |
The distribution covers only eligible mentions in the selected period. An absent channel does not prove that the brand is not mentioned elsewhere.
- Press
- 541.7%
- Social
- 325%
- Forum
- 216.7%
- External reviews
- 216.7%
Observed measure
Open source details
| Engine and context | Observed mentions | Share of the sample |
|---|---|---|
| Mentions with reviewed sentiment | 9 | 75% |
| Mentions without reviewed sentiment | 3 | 25% |
| Independent sources | 8 | 66.7% |
| Brand-owned sources | 2 | 16.7% |
| Source ownership to verify | 2 | 16.7% |
- Issue: Northstar’s page does not explain Mac compatibility, while the competitor’s page does.
- Task: prepare the FAQ and have the product team verify specifications before publication.
- Fictional comparison: 3/10 answers mention the brand before, 5/10 after. AI answers can change even without website changes.
- Next step: repeat the check and see whether new answers cite the updated page.