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Brand report · September 2026
Pool Brain: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about pool service management, Pool Brain ranks #5 of 15, a Visibility Score of 27 in Pool Service 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 arena, mid-pack, and zero first-pick calls.
Where it wins. Pool Brain lands in 33% of pool service management conversations, keeping it present in roughly 1 in 3 buying discussions. That consistent mention rate in a 15-player field is not nothing.
Where it loses. A rank of 5 with 0% first-pick rate means the AI models acknowledge Pool Brain but hand the sale to someone else every time, and the brand is entirely absent from enterprise consideration, clustering instead around small teams where deal size is lowest.
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 Pool Brain. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Pool Brain'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