HR AI Index

Index › Vendors › Neocase HR · September 2026 Edition

Neocase · 1 category · Named, not ranked

Neocase HR

6Judge labels

0First choices

1Negative labels

4 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Neocase HR was named 1 time in HR help desk, where Zoho Desk led with 26%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business65 of 99

under the label threshold

Mid-market54 of 93

under the label threshold

Enterprise28 of 85

under the label threshold

In hr help desk · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Neocase HR 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	0%	54 of 93	0%	1	under 10 labels · led by Zoho Desk at 26%

Movement

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

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

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

Direct1 labelNone

Paraphrase1 labelNone

Comparative3 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative6 labels in all, every segment counted; 0 of the 0 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.

“A highly customizable digital shared-services specialist.” Gemini 3.5 Flash · HR help desk · comparative 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 Neocase HR, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Neocase HR was named but was not.

ProductSame answerTook the first choice insteadHead to head

ServiceNow HR Service Delivery5 of 64Not in the top three

Dovetail Software4 of 60Not in the top three

Leena AI2 of 60Not in the top three

Microsoft Dynamics 365 Human Resources2 of 60Not in the top three

Zendesk2 of 60Not in the top three

Agentforce HR Service1 of 60Not in the top three

AllVoices1 of 60Not in the top three

Applaud1 of 60Not in the top three

Freshdesk1 of 60Not in the top three

Freshservice1 of 60Not 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 Neocase HR. 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 3 of the 6 answers that named Neocase HR and are not a share of its labels.

Domains cited

g2.com3

darwinbox.com2

elementum.ai2

gartner.com2

gitnux.org2

guideflow.com2

openaiclaude.com2

servicenow.com2

wifitalents.com2

workday.com2

Twenty-one of the twenty-one domain citations in answers naming Neocase HR came from somebody else's page.

Pages cited

openaiclaude.com/7-hr-service-delivery-software-comparison-insights-to-choose-the-best-pla2

elementum.ai/blog/hr-process-automation-tools2

g2.com/compare/servicenow-hr-service-delivery-vs-workday-hcm2

gartner.com/reviews/market/integrated-hr-service-management-solutions2

gitnux.org/best/hr-service-delivery-software2

guideflow.com/blog/hr-service-delivery-software2

servicenow.com/community/hrsd-articles/how-servicenow-and-hcm-platforms-workday-sap-succes2

servicenow.com/lpayr/gartner-guide-for-integrated-hr-service-delivery-solutions.html2

Pages are listed as the models cited them.

Names read as Neocase HR

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

Neocase 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 Neocase HR'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 Neocase HR, 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 neocase.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.