Epic Willow: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about pharmacy management, Epic Willow ranks #8 of 15, a Visibility Score of 9 in Pharmacy 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, and it's losing that race.
Where it wins. Epic Willow registers in Pharmacy Management with a 15.3% mention rate, meaning the AI models do pull it into the conversation when buyers ask about tools in that space.
Where it loses. A rank of 8 out of 15 and zero first-pick selections tells the real story: it surfaces in crowded lists alongside PioneerRx and Liberty Software but carries no weight when models decide which pharmacy software to recommend first, and it disappears entirely from five of the six major prompt themes buyers actually use.
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 Epic Willow. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Enterprise pick · Budget & alternatives
Share of Epic Willow'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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