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Brand report · September 2026
ZenMaid: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about commercial cleaning & janitorial, ZenMaid ranks #4 of 15, a Visibility Score of 36 in Commercial Cleaning & Janitorial .
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.
Solid mid-pack cleaner in one crowded room.
Where it wins. ZenMaid earns a 46% mention rate in Commercial Cleaning and Janitorial, meaning AI models surface it in nearly half of relevant buyer conversations. That frequency makes it a real contender in a 15-brand field.
Where it loses. A 7% first-pick rate puts it well behind whoever the models favor at the top, and its complete absence from enterprise prompts signals that AI treats it as a startup tool, not a scalable operation.
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 ZenMaid. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of ZenMaid'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