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Brand report · September 2026
CareStack: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about dental practice management, CareStack ranks #5 of 15, a Visibility Score of 35 in Dental Practice 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, one middling rank, and a thin conversion rate.
Where it wins. CareStack earns a 47% mention rate in Dental Practice Management, meaning AI models surface it in nearly half of relevant buying conversations. That reach is real and covers the full width of its competitive category.
Where it loses. A 6.9% first-pick rate against 14 rivals means buyers hear the name but the models push them toward other tools at decision time. Enterprise positioning is a blind spot the models never associate with CareStack, which keeps it clustered with open-source and mid-market alternatives like Open Dental rather than premium options.
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 CareStack. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of CareStack'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