← Data Integration & ETL ranking
Brand report · July 2026When buyers ask ChatGPT, Claude, and Gemini about data integration & etl, Census ranks #11 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.
Surfaces for feature hunters; invisible when it counts most.
Where it wins. Census earns a 17% mention rate on feature-led prompts, suggesting it holds some recognition when buyers already know what capability they want. That niche keeps it off the bottom of a 15-tool field.
Where it loses. A 4% first-pick rate and absence from five major prompt themes, including enterprise, startup, and head-to-head comparisons, means AI models rarely treat Census as a primary recommendation. Being perpetually grouped with Hightouch and Fivetran without standing apart makes differentiation nearly impossible.
AI-generated analysis of the July 2026 measurements.
"the nation's leading provider of quality data about its people and economy"
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
Share of each theme's answers that mention Census. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives
Share of Census'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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