ICS: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about car wash management, ICS ranks #6 of 15, a Visibility Score of 19 in Car Wash 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.
One category, one race, sitting sixth with nowhere to hide.
Where it wins. ICS earns a 26% mention rate in Car Wash Management, meaning models do include it in shortlists with some regularity. Its foothold on the 'Best overall' prompt theme shows it registers as a credible option when buyers ask the broadest question.
Where it loses. A 0% first-pick rate means no model opens with ICS when recommending car wash software, and its absence from Enterprise and Budget prompt themes cuts it out of two of the most decisive buying conversations entirely.
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 ICS. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick · Budget & alternatives
Share of ICS'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