← Data Integration & ETL ranking
Brand report · July 2026
Azure Data Factory: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about data integration & etl, Azure Data Factory ranks #9 of 15, a Visibility Score of 13 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.
Known by name, but rarely the pick that closes.
Where it wins. Azure Data Factory shows up in 24% of AI responses, which keeps it in the conversation at rank 9. Its 'Enterprise pick' association means it gets mentioned when prompts skew toward large-org framing.
Where it loses. A first-pick rate of only 1.4% signals that AI models treat it as a supporting reference, not a recommendation. It is entirely absent from use-case, feature, budget, and head-to-head prompts, which is where purchase intent actually forms.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Azure Data Factory. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Use-case fit · Feature-led ask · If you could pick one · Budget & alternatives
Share of Azure Data Factory'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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