Mage AI visibility score and rankings

Parse Score

67.1

100.0Excellent

How well you compete

33.7Average

How broadly AI mentions you

62.8Excellent

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Parse Score

67.1

100.0Excellent

How well you compete

33.7Average

How broadly AI mentions you

62.8Excellent

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Brand performance

How Mage's AI visibility has changed over time

Brands AI most often recommends alongside Mage

Questions people ask AI where Mage appears in the last 30 days

Prompt	Prompt visibility
I need to build an ETL pipeline. Is there an AI that can generate the dbt models or Spark jobs needed to transform data from a source schema to a target schema?	11.7
My data pipelines are slow and keep breaking. What's the best data orchestration tool for managing complex dependencies?	8.8
We're drowning in Airflow DAGs. What's a good, Python-based data orchestrator with a better local development experience?	4.9

Domains AI cites when recommending Mage in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
I need to build an ETL pipeline. Is there an AI that can generate the dbt models or Spark jobs needed to transform data from a source schema to a target schema?	11.7
My data pipelines are slow and keep breaking. What's the best data orchestration tool for managing complex dependencies?	8.8
We're drowning in Airflow DAGs. What's a good, Python-based data orchestrator with a better local development experience?	4.9

Domain	Citations	Prompts
mage.ai Data \| Intelligent, Scalable Data Pipeline Solutions \| Mage AI	1	1

Domain	Citations	Prompts
mage.ai Data \| Intelligent, Scalable Data Pipeline Solutions \| Mage AI	1	1