# What are common mistakes when buying an MLOps platform?

Category: MLOps Platforms. Intent: informational. Top brand: AWS.

Page: https://slateindex.ai/prompt/what-are-common-mistakes-when-buying-an-mlops-platform-m6q6hb7gpn · data of 2026-11-02

## Brands named

| Brand | Share of engines |
|---|---|
| AWS | 33% |
| MLflow | 33% |

## Sources

- aiadvisorypractice.com (2)
- ciopages.com (2)
- thoughtworks.com (2)
- aicompliancevendors.com (1)
- amazon.com (1)
- apprecode.com (1)
- dunnixer.com (1)
- engineersofai.com (1)
- horizonlabs.com.au (1)
- mlflow.org (1)
- mobisoftinfotech.com (1)
- simpliaxis.com (1)
- techinterview.org (1)
- zdnetinside.com (1)

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “What are common mistakes when buying an MLOps platform?”, https://slateindex.ai/prompt/what-are-common-mistakes-when-buying-an-mlops-platform-m6q6hb7gpn, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).