Every category where a model named Boon Health for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Coaching platforms	Learning and development	22%	2 of 116	7%	30	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Boon Health yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Boon Health across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0	0
GPT-5.4 mini	0	0	1	0	1
Gemini 3.5 Flash	0	2	0	0	2
Perplexity Sonar	2	0	0	1	3
Grok 4.1 Fast	0	1	1	0	2
Mistral Small	0	1	0	0	1
DeepSeek V4 Flash	2	0	1	1	4
Llama 4 Maverick	2	0	1	0	3
Qwen 3.7 Flash	1	0	0	0	1
Kimi K2	2	0	3	0	5
GLM 4.7 FlashX	2	1	2	0	5
MiniMax M2.5	1	1	1	0	3

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct23 labels13

Paraphrase10 labels2

Comparative20 labels2not counted in share

Budget-constrained16 labels8

Scale-constrained8 labels2

Negative4 labels1not counted in share

First choiceAlternativeMentionNegative81 labels in all, every segment counted; 25 of the 28 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“1. Boon - a usage-based platform with a curated network of coaches and AI-driven change management and practice tools.” Llama 4 Maverick · Coaching platforms · direct prompt · first choice

“Boon is the strongest overall pick — its usage-based model means you only pay for coaching that actually happens” DeepSeek V4 Flash · Coaching platforms · budget prompt · first choice

“If you want a single platform covering all levels and coaching formats with flexible, usage-based pricing: Boon.” GLM 4.7 FlashX · Coaching platforms · direct prompt · first choice

“Under 100 employees, usage-based: Start with Boon (free trial, usage-based pricing).” GLM 4.7 FlashX · Coaching platforms · budget prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Under ~50 employees: Boon, Risely (lightweight, AI) ... one built for startups may not scale to your needs.provided” DeepSeek V4 Flash · Coaching platforms · scale prompt · soft negative

“it is less clearly the best fit for a typical mid-sized B2B buyer than Growthspace or CoachHub” Perplexity Sonar · Coaching platforms · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Boon Health, over the 81 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Boon Health was named but was not.

ProductSame answerTook the first choice insteadHead to head

CoachHub60 of 816Not in the top three

BetterUp59 of 8112Not in the top three

Exec52 of 817Compare →

Risely49 of 817Not in the top three

Growthspace48 of 819Compare →

Torch39 of 812Not in the top three

EZRA26 of 811Not in the top three

Valence25 of 810Not in the top three

Coachello21 of 811Not in the top three

Bravely13 of 811Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Boon Health. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 74 of the 81 answers that named Boon Health and are not a share of its labels.

Domains cited

boon-health.comYour site71

coachstackhub.ai50

coachello.ai29

exec.com29

torch.io29

360learning.com24

easygenerator.com24

togetherplatform.com21

coachilly.com19

coachhub.com18

243 of the 314 domain citations in answers naming Boon Health came from somebody else's page.

Pages cited

boon-health.com/learn/resources/best-enterprise-coaching-platforms71

coachstackhub.ai/compare/business-coaching-platforms49

exec.com/learn/best-leadership-coaching-platforms28

torch.io/compare28

360learning.com/blog/online-coaching-platforms24

easygenerator.com/en/blog/e-learning/best-enterprise-coaching-platforms24

coachello.ai/blog/online-coaching-platform23

togetherplatform.com/blog/best-online-platforms-for-employee-coaching20

Pages are listed as the models cited them.

Names read as Boon Health

What the judge wrote, as written, with how often. The vendor table decides that these count as Boon Health; a claim can dispute any of them.

Boon 27

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Boon Health's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Boon Health, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at boon-health.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.