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Brand report · September 2026
JobNimbus: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about roofing contractor management, JobNimbus ranks #1 of 15, a Visibility Score of 80 in Roofing Contractor Management .
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.
JobNimbus owns roofing software in AI recommendations, full stop.
Where it wins. In Roofing Contractor Management, JobNimbus sits at rank 1 with a first-pick rate of 53%, meaning AI models choose it over 14 competitors more than half the time buyers ask for a recommendation. An 85% mention rate confirms it appears in nearly every relevant conversation.
Where it loses. The one blind spot is the enterprise segment, where JobNimbus is absent from AI responses entirely, leaving that buyer tier to competitors who may position upmarket more aggressively.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini 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 JobNimbus. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of JobNimbus's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: JobNimbus vs AccuLynx
Scores are measured from real AI answers, refreshed monthly. Methodology.
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