← Dental Lab Management ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about dental lab management, Magic Touch Software ranks #11 of 15, a Visibility Score of 6 in Dental Lab 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, nearly last place.
Where it wins. ChatGPT, Claude, and Gemini do surface Magic Touch Software in Dental Lab Management conversations, and a 6.9% mention rate means it clears the floor of recognition in a 15-deep field.
Where it loses. Rank 14 of 15 tells the real story: the models reach for Evident, LabStar, and 3Shape long before Magic Touch earns a nod, and a 1.4% first-pick rate means buyers asking any variation of who to choose almost never land here first.
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 Magic Touch Software. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Use-case fit · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one
Share of Magic Touch Software'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.
We rerun the index every month. Drop your email and pick what to watch in Dental Lab Management: the whole category or specific brands. Free, unsubscribe anytime.