← Data Integration & ETL ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about data integration & etl, MuleSoft ranks #10 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.
MuleSoft runs one race in AI recommendations and sits near the back.
Where it wins. It does land in data integration conversations, earning a 19% mention rate in that field alongside Informatica and Fivetran, which at least keeps it on the shortlist buyers see.
Where it loses. A first-pick rate of 2.8% and a rank of 10 out of 15 mean the models consistently hand the integration category to other vendors, and MuleSoft disappears entirely from budget, use-case, and startup-oriented prompts where real purchase decisions often start.
AI-generated analysis of the September 2026 measurements.
"Architect to win the agent age."
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
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 MuleSoft. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Feature-led ask · Budget & alternatives
Share of MuleSoft'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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