| Platform | Soda | Algoroo | Δ mentions |
|---|---|---|---|
| OpenAI | 1 rank 16.0 | 126 rank 5.98 | +125 |
| Anthropic | 0 | 91 rank 4.59 | +91 |
| 0 | 106 rank 6.11 | +106 |
| Soda | Algoroo | Δ | |
|---|---|---|---|
| Citations | 0 | 68 | +68 |
| Citation share | 0.0% | 0.5% | — |
| Blended Share of Voice | 0.0% | 1.1% | +1.1 |
Of 12,468 selected citations, all-time. Δ is Algoroo minus Soda (green means your owned brand leads); bars show citations by platform.
| Date | Platform | Mentioned For | Rank | Sentiment | Context |
|---|---|---|---|---|---|
| 2026-06-12 | OpenAI | Algorithm monitoring | 16 | — | Soda A good brand for teams looking for data quality checks and data observability around the pipelines feeding algorithms. Soda is especially relevant if you want automated tests, anomaly detection, and validation rules before bad data reaches models or decision systems. |