HR AI Index

Index › Vendors › WotNot · September 2026 Edition

1 category · Named, not ranked

WotNot

6Judge labels

2First choices

0Negative labels

6 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

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. WotNot was named 3 times in HR AI assistants, where Workativ Assistant led with 12%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business11 of 105

under the label threshold

Mid-market13 of 119

under the label threshold

Enterprisenot named

No model named it for this buyer.

In hr ai assistants · 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 WotNot 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 AI assistants	Onboarding and employee experience	2%	13 of 119	0%	3	under 10 labels · led by Workativ Assistant at 12%

Movement

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

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	1	1
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	1	0	1
Qwen 3.7 Flash	0	1	1
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	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 label1

Paraphrase4 labels1

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained1 labelNone

Negative0 labelsNone

First choiceAlternativeMentionNegative6 labels in all, every segment counted; 2 of the 2 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.

“WotNot - Offers an affordable, no-code chatbot for employee FAQs, candidate screening, and onboarding across multiple channels.” Llama 4 Maverick · HR AI assistants · paraphrase prompt · first choice

“Starts at $29/month; flexible builder; good if HRIS integration isn't a must-have yet” Qwen 3.7 Flash · HR AI assistants · paraphrase prompt · alternative

“WotNot is a good budget-friendly alternative if you want to start small.” Mistral Small · HR AI assistants · paraphrase 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 WotNot, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and WotNot was named but was not.

ProductSame answerTook the first choice insteadHead to head

Workativ Assistant6 of 62Not in the top three

Capacity2 of 61Not in the top three

Rippling2 of 60Not in the top three

MeBeBot1 of 61Not in the top three

Ask BambooHR1 of 60Not in the top three

BambooHR1 of 60Not in the top three

ChatBot1 of 60Not in the top three

ChatGPT1 of 60Not in the top three

Claude1 of 60Not in the top three

Eightfold1 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 WotNot. 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 5 of the 6 answers that named WotNot and are not a share of its labels.

Domains cited

workativ.com5

wotnot.ioYour site5

simular.ai4

hrtechsaas.com3

peoplemanagingpeople.com3

chatbot.com2

herothemes.com2

intervue.io2

moveworks.com2

aiagentsquare.com1

Twenty-four of the twenty-nine domain citations in answers naming WotNot came from somebody else's page.

Pages cited

workativ.com/ai-agent/blog/hr-chatbots-for-smbs5

wotnot.io/blog/hr-chatbots5

simular.ai/alternatives/top-9-best-hr-chatbots-for-teams-tested-reviewed4

hrtechsaas.com/blog/best-ai-hr-chatbot3

peoplemanagingpeople.com/tools/best-hr-chatbots3

chatbot.com/blog/hr-chatbots2

herothemes.com/blog/hr-chatbots2

intervue.io/blog/best-hr-chatbots2

Pages are listed as the models cited them.

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 WotNot'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 WotNot, 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 wotnot.io 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.