← Dental Lab Management ranking
Brand report · September 2026
Labtrac: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about dental lab management, Labtrac ranks #2 of 15, a Visibility Score of 39 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.
Dental Lab Management's reliable second, never quite the top dog.
Where it wins. Labtrac lands a 46% mention rate in Dental Lab Management and holds the number 2 rank across 15 competitors, meaning AI models consistently pull it into the shortlist when buyers ask what lab software to buy.
Where it loses. A 15% first-pick rate tells you LabStar or another rival is grabbing the opening recommendation most of the time, and Labtrac's total absence from Enterprise conversations means larger lab groups are not seeing it at all.
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 Labtrac. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Labtrac's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: Labtrac vs LabStar
Scores are measured from real AI answers, refreshed monthly. Methodology.
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ChatGPT
Claude
Gemini