Brand report · September 2026

Mangomint: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about salon & spa management, Mangomint ranks #8 of 15, a Visibility Score of 17 in Salon & Spa Management (and appears in 2 categories of the index).

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 Mangomint

Mangomint fills salon software lists but never leads them.

Where it wins. Its strongest foothold is Salon & Spa Management, where a 24% mention rate at least keeps it in the conversation across general 'Top tools' queries.

Where it loses. Zero first-pick selections across both categories, and complete absence from 'Best overall' and 'If you could pick one' prompts, means AI models hand Mangomint to buyers as an also-ran rather than a recommendation worth acting on.

AI-generated analysis of the September 2026 measurements.

Salon & Spa Management · #8 of 15

17 / 100 flat vs last month

24%

mention rate (72 answers)

4

avg. position

6%

first pick

5%

share of voice

ChatGPT

28

Claude

9

Gemini

14

How the models portray Mangomint

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).

76% 12% 12%

endorsed · 95% band 53–90% listed caveated graded across 17 mentions in Salon & Spa Management answers

Prompt themes Mangomint would want to own

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

Top tools in 2026

6/9

Use-case fit

3/9

Feature-led ask

3/9 · #1×2

If you could pick one

3/9 · #1×2

Budget & alternatives

2/9

Best overall

0/9

Startup & small team

0/9

Enterprise pick

0/9

Gaps Best overall · Startup & small team · Enterprise pick

Most co-mentioned competitors

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

Boulevard

82%

Vagaro

76%

Mindbody

76%

Fresha

65%

Meevo

35%

Zenoti

35%

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

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