← Data Integration & ETL ranking
Brand report · September 2026
Dagster: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about data integration & etl, Dagster ranks #14 of 15, a Visibility Score of 9 in Data Integration & ETL .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Dead last in its only race, with almost no traction.
Where it wins. Dagster does surface in startup and small-team contexts, which is its one foothold. A 14% mention rate means it at least registers in roughly 1 in 7 conversations about data integration tools.
Where it loses. It ranks 14 of 15 in Data Integration and ETL, earns zero first-pick selections, and is nowhere in enterprise, feature-driven, or top-tools queries. Buyers comparing serious options are not landing on Dagster.
AI-generated analysis of the September 2026 measurements.
"Data your team trusts. AI that runs on it."
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Dagster. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick · Feature-led ask · If you could pick one
Share of Dagster's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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