Brand report · September 2026

tab32: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about dental practice management, tab32 ranks #8 of 15, a Visibility Score of 13 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.

How AI sees tab32

One category, one race, and tab32 is losing it.

Where it wins. tab32 gets mentioned in Dental Practice Management often enough to land at rank 8 of 15, with a 20.8% mention rate that keeps it in the conversation alongside Curve Dental and CareStack.

Where it loses. A 0% first-pick rate across that entire category means AI models treat tab32 as filler, not a recommendation, and it disappears entirely when buyers ask use-case, enterprise, or feature-specific questions.

AI-generated analysis of the September 2026 measurements.

Dental Practice Management · #8 of 15

13 / 100 flat vs last month

21%

mention rate (72 answers)

5

avg. position

0%

first pick

4%

share of voice

ChatGPT

14

Claude

3

Gemini

21

How the models portray tab32

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).

53% 40%

endorsed · 95% band 30–75% listed caveated graded across 15 mentions in Dental Practice Management answers

Prompt themes tab32 would want to own

Share of each theme's answers that mention tab32. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Top tools in 2026

6/9

Startup & small team

4/9

Budget & alternatives

4/9

1/9

0/9

0/9

0/9

If you could pick one

0/9

Gaps Use-case fit · Enterprise pick · Feature-led ask · If you could pick one

Most co-mentioned competitors

Share of tab32's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

87%

80%

73%

60%

Dentrix

33%

Denticon

33%

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

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