Every category where a model named Nuvo 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
B2B credit management	Receivables and billing	6%	4 of 82	0%	23	accepted challenger
B2B payment acceptance	Receivables and billing	2%	13 of 91	0%	1	under 10 labels · led by Helcim at 17%
Supplier management	Spend and procurement	0%	40 of 80	0%	1	under 10 labels · led by Procurify at 26%

Movement

This is the first edition on this tier, so no move can be computed for Nuvo 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 Nuvo 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	0	0	2	2
GPT-5.4 mini	0	1	0	1
Gemini 3.5 Flash	0	1	0	1
Perplexity Sonar	0	1	0	1
Grok 4.1 Fast	0	2	1	3
Mistral Small	0	0	1	1
DeepSeek V4 Flash	2	0	2	4
Llama 4 Maverick	0	0	1	1
Qwen 3.7 Flash	1	1	1	3
Kimi K2	1	2	0	3
GLM 4.7 FlashX	0	2	1	3
MiniMax M2.5	0	2	0	2

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

Direct13 labels1

Paraphrase7 labels2

Comparative17 labelsNone

Budget-constrained4 labelsNone

Scale-constrained7 labels2

Negative0 labelsNone

First choiceAlternativeMentionNegative48 labels in all, every segment counted; 5 of the 5 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.

“Top Recommendation: Nuvo (Best for Comprehensive Growth & Risk Mitigation)” Qwen 3.7 Flash · B2B payment acceptance · paraphrase prompt · first choice

“Given your size, Esker, Nuvo, and Onguard are strong starting points” DeepSeek V4 Flash · B2B credit management · scale prompt · first choice

“Nuvo — Best overall for a modern, standalone credit workflow” DeepSeek V4 Flash · B2B credit management · direct prompt · first choice

“I'd recommend starting with Tesorio or Nuvo” Kimi K2 · B2B credit management · paraphrase 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.

No model argued against it.

Named alongside

The products named in the same answers as Nuvo, over the 48 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Nuvo was named but was not.

ProductSame answerTook the first choice insteadHead to head

HighRadius Credit Cloud37 of 4818Not in the top three

Esker24 of 481Not in the top three

Billtrust23 of 481Not in the top three

Tesorio21 of 484Not in the top three

Bectran18 of 482Not in the top three

Creditsafe15 of 481Not in the top three

Credit Pulse14 of 480Not in the top three

Chaser13 of 481Not in the top three

Gaviti8 of 483Not in the top three

Quadient AR7 of 481Not 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 Nuvo. 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 45 of the 48 answers that named Nuvo and are not a share of its labels.

Domains cited

nuvo.comYour site39

creditpulse.com34

guideflow.com28

chaserhq.com26

tesorio.com24

worldmetrics.org24

highradius.com23

learn.g2.com19

g2.com15

rex.inc11

204 of the 243 domain citations in answers naming Nuvo came from somebody else's page.

Pages cited

nuvo.com/resources/credit-management-software34

creditpulse.com/blog/best-credit-management-software31

guideflow.com/blog/credit-management-software28

chaserhq.com/blog/best-credit-management-software24

tesorio.com/blog/the-5-best-credit-risk-management-software-platforms-for-b2b-finance-team24

worldmetrics.org/best/credit-management-software20

learn.g2.com/best-credit-and-collections-software14

highradius.com/resources/Blog/top-credit-risk-management-tools12

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 Nuvo'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 Nuvo, 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 nuvo.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.