Every category where a model named HappyFox Help Desk 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
HR help desk and case management	Onboarding and employee experience	5%	6 of 93	0%	15	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for HappyFox Help Desk 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 HappyFox Help Desk across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

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

Direct12 labels2

Paraphrase1 labelNone

Comparative0 labelsNone

Budget-constrained2 labels1

Scale-constrained5 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative20 labels in all, every segment counted; 3 of the 3 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.

“HappyFox Help Desk is best for mid-market HR teams that want a polished ticketing UI” Claude Haiku 4.5 · HR help desk · direct prompt · first choice

“the best HR help desk software options are HappyFox Help Desk and Zendesk” Mistral Small · HR help desk · direct prompt · first choice

“An HR help desk software designed to streamline employee support and efficiently manage employee requests.” Claude Haiku 4.5 · HR help desk · budget prompt · alternative

“If you want a modern, clean, out-of-the-box ticketing inbox: Look at HappyFox or Featurebase” Gemini 3.5 Flash · HR help desk · scale prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as HappyFox Help Desk, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and HappyFox Help Desk was named but was not.

ProductSame answerTook the first choice insteadHead to head

Freshservice12 of 206Not in the top three

Zendesk12 of 203Not in the top three

Zoho Desk9 of 203Not in the top three

ServiceNow7 of 200Not in the top three

Featurebase5 of 200Not in the top three

Hiver4 of 200Not in the top three

SysAid3 of 201Not in the top three

Help Scout3 of 200Not in the top three

InvGate Service Management3 of 200Not in the top three

Rippling3 of 200Not 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 HappyFox Help Desk. 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 19 of the 20 answers that named HappyFox Help Desk and are not a share of its labels.

Domains cited

featurebase.app16

zendesk.com14

peoplemanagingpeople.com11

worldmetrics.org10

eesel.ai9

gitnux.org7

guideflow.com7

learn.g2.com7

siit.io6

hiverhq.com5

Ninety-two of the ninety-two domain citations in answers naming HappyFox Help Desk came from somebody else's page.

Pages cited

featurebase.app/blog/hr-help-desk-ticketing-system16

zendesk.com/employee-service/hr-help-desk-software12

worldmetrics.org/best/hr-help-desk-software10

peoplemanagingpeople.com/tools/best-hr-ticketing-system8

guideflow.com/blog/hr-service-delivery-software7

eesel.ai/blog/hr-helpdesk6

siit.io/blog/best-hr-ticketing-systems6

hiverhq.com/help-desk-software/hr5

Pages are listed as the models cited them.

Names read as HappyFox Help Desk

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

HappyFox 9HappyFox HR Help Desk 1

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 HappyFox Help Desk'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 HappyFox Help Desk, 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 happyfox.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.