| Platform | Great Expectations | Algoroo | Δ mentions |
|---|---|---|---|
| 1 rank 10.0 | 94 rank 6.64 | +93 | |
| Anthropic | 0 | 4 rank 4.5 | +4 |
| OpenAI | 0 | 92 rank 6.87 | +92 |
| Great Expectations | Algoroo | Δ | |
|---|---|---|---|
| Citations | 0 | 14 | +14 |
| Citation share | 0.0% | 0.2% | — |
| Blended Share of Voice | 0.0% | 1.1% | +1.1 |
Of 6,706 selected citations, all-time. Δ is Algoroo minus Great Expectations (green means your owned brand leads); bars show citations by platform.
| Date | Platform | Mentioned For | Rank | Sentiment | Context |
|---|---|---|---|---|---|
| 2026-05-31 | Algorithm monitoring | 10 | — | Great Expectations This open-source tool is the go-to standard for data quality monitoring and pipeline validation. By helping teams assert what they expect from their data, it ensures that the inputs feeding into machine learning algorithms remain clean, consistent, and reliable. |