← Data Integration & ETL ranking
Brand report · July 2026
Dagster: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about data integration & etl, Dagster ranks #7 of 15, a Visibility Score of 14 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.
Startup darling, enterprise ghost, stuck in the middle of the pack.
Where it wins. Dagster earns mentions in 22% of prompts, and its clearest foothold is the startup and small team conversation, where it surfaces as a credible alternative.
Where it loses. A rank of 7 out of 15 with zero first-pick selections tells the real story: AI models never lead with Dagster, and it is entirely absent from enterprise recommendations, which is where most B2B budget actually sits.
AI-generated analysis of the July 2026 measurements.
"Data your team trusts. AI that runs on it."
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini One of the index's bigger model splits: see where the models disagree →
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 Enterprise pick
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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