Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 10 → 15 of 81
1 category · RankedNuvo
30Judge labels
2First choices
2Negative labels
11 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
4% in B2B credit management for mid-market buyers
Rank 9 of 108 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 0% of its 12 labels there were negative.
What the models named instead of Nuvo →By buyer segmentRead the same way at every buyer size.
Small business17 of 86
0%9 labels
under the label threshold
Mid-market9 of 108
4%12 labels
accepted challenger
Enterprise19 of 80
0%8 labels
under the label threshold
In b2b credit management · 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 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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| B2B credit management | Receivables and billing | 4% | 9 of 108 | 0% | 12 | accepted challenger | ▼−1Since September 2026: 6% → 5%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Nuvo held within the floor in its one category: no change cleared 10 points.
Best category · B2B credit management · by segment
Mid-market▼−1Since September 2026: 6% → 5%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.
5%from 6% in September 2026
Inside the floor by 9 pointsRank 4 → 7 of 97
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 14 → 19 of 74
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| B2B credit management | 6% | 5% | ▼−1Since September 2026: 6% → 5%, −1 point. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 9 of 108 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Nuvo across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Nuvo across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 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
Direct11 labels1
Paraphrase5 labelsNone
Comparative4 labels1not counted in share
Budget-constrained3 labelsNone
Scale-constrained6 labels1
Negative1 labelNone
First choiceAlternativeMentionNegative30 labels in all, every segment counted; 2 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.
“Look at vendors like Bectran, Nuvo, or Credit Pulse. These focus heavily on digital applications, credit risk scoring, and trade credit policy.” Gemini 3.5 Flash · B2B credit management · scale prompt · first choice
“Best Overall for Trade Credit & Onboarding: Nuvo ... currently the strongest contender for mid-market firms.” DeepSeek V4 Flash · B2B credit management · direct prompt · first choice
“Best for mid-market and enterprise B2B distributors and manufacturers that want to consolidate credit processing, monitoring, and collections under one roof” Llama 4 Maverick · B2B credit management · direct prompt · alternative
“Nuvo is best for mid-market and enterprise B2B companies that want to replace fragmented credit processes with one platform” Claude Haiku 4.5 · B2B credit management · direct 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 Nuvo, over the 30 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.ShowHide
Named alongside
The products named in the same answers as Nuvo, over the 30 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.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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, five of the fourteen in this edition, so these counts come from 30 of the 30 answers that named Nuvo and are not a share of its labels.
Domains cited
chaserhq.com21
nuvo.comYour site21
creditpulse.com20
guideflow.com17
highradius.com15
resolvepay.com15
worldmetrics.org14
esker.com11
tesorio.com11
g2.com10
134 of the 155 domain citations in answers naming Nuvo came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
nuvo.com ranks 3 on Google for the category's searches. In the answers, Nuvo takes 4% of first choices and Chaser takes 16%.ShowHide
Search and answers
nuvo.com ranks 3 on Google for the category's searches. In the answers, Nuvo takes 4% of first choices and Chaser takes 16%.
ShowHideIn search
Google, US estimatesPosition for “credit management tools”
5
Position for “b2b credit management software”
–
not in the top ten
- Searches for its name, Google
- 14,800 a month (“nuvo”)
- AI search demand for its name, est.
- 1,104 a month
- Organic visits to its site
- about 7,211 a month
- Searches its site ranks for
- 877 · 57 in the top three
- Sites linking to it
- 710
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
4%
rank 9 of 108 in B2B credit management
Segment leader
16%
Chaser
- First choices
- 2 across its categories
- Named in
- 30 answers
- Its own site cited
- in 30 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on nuvo.com
129
subdomains included
Content
81
counted in the table below
Documentation
0
Product · Integration
14 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 66 | 20 | 2026-09-25 | Accounts receivable auto | |
| Glossary or explainer | 10 | 1 | 2026-07-02 | Cash application | |
| Comparison | 4 | 1 | 2026-07-13 | ||
| Template or tool | 1 | 1 | 2026-09-01 |
Most recent
- 2026-09-25Credit sales friction is about information blog
- 2026-09-01B2b trade credit onboarding checklist template or tool
- 2026-09-01Customer onboarding dashboard blog
- 2026-08-31Ai customer onboarding blog
- 2026-08-31Customer onboarding strategy blog
- 2026-08-28Order to cash innovations blog
How it is countedHide how it is counted
Every page nuvo.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.
Follow Nuvo
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Nuvo is its own company.ShowHide
The company
Nuvo is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The AI order-to-cash network for physical trade
- For
- teams that keep trade moving
- Certifications
- SOC 2 Type II
- Customers named
- Tire RackGoodlane LogisticsPower Motive CorporationJones Heartz Building SupplyQuartzyAEI CorporationBurry Foods
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Nuvo's own pages state, read September 28, 2026: nuvo.com, trust.nuvo.com, nuvo.com/platform/network. A claimed page can correct any of 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.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Nuvo by email, built from the raw record of the edition. It shows:
- where Nuvo is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Nuvo, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.