← Architecture & Engineering (AEC) ranking
Brand report · September 2026
Newforma: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about architecture & engineering (aec), Newforma ranks #5 of 15, a Visibility Score of 19 in Architecture & Engineering (AEC) .
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.
AEC-only player, stuck in the middle of a crowded field.
Where it wins. Newforma gets mentioned in nearly 31% of AEC buying conversations, which earns it a fifth-place foothold in a 15-vendor race. The 'Best overall' prompt theme is where that recognition concentrates.
Where it loses. A 1.4% first-pick rate means buyers hear the name but reach past it toward other options. Newforma is invisible when conversations shift to enterprise criteria or specific feature comparisons, two themes that likely drive higher-intent purchases.
AI-generated analysis of the September 2026 measurements.
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 Newforma. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick · Feature-led ask
Share of Newforma'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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ChatGPT
Claude
Gemini