Brand report · September 2026

LabStar: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about dental lab management, LabStar ranks #1 of 15, a Visibility Score of 51 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.

How AI sees LabStar

LabStar owns dental lab management outright.

Where it wins. A 57% mention rate and a 31% first-pick share make LabStar the default answer when AI models field dental lab software questions. No other brand in this category holds that combination.

Where it loses. Enterprise buyers are a blind spot: LabStar never surfaces in enterprise-pick prompts, which means larger multi-location lab groups may be steered toward competitors before LabStar even enters the conversation.

AI-generated analysis of the September 2026 measurements.

Dental Lab Management · #1 of 15

51 / 100 flat vs last month

57%

mention rate (72 answers)

2

avg. position

31%

first pick

12%

share of voice

ChatGPT

22

Claude

52

Gemini

79

One of the index's bigger model splits: see where the models disagree →

How the models portray LabStar

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).

73% 20%

endorsed · 95% band 58–84% listed caveated graded across 41 mentions in Dental Lab Management answers

Prompt themes LabStar would want to own

Share of each theme's answers that mention LabStar. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

8/9 · #1×5

7/9 · #1×6

6/9 · #1×1

6/9 · #1×3

If you could pick one

6/9 · #1×4

Use-case fit

5/9 · #1×3

Budget & alternatives

3/9

Enterprise pick

0/9

Gaps Enterprise pick

Most co-mentioned competitors

Share of LabStar's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Evident

49%

Labtrac

46%

Magic Touch

39%

EasyRx

27%

Dental Lab Manager

24%

3Shape

17%

Head-to-head: LabStar vs Labtrac

Scores are measured from real AI answers, refreshed monthly. Methodology.

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