Finance AI Index

Index › Vendors › Loopfour · September 2026 Edition

1 category · Named, not ranked

Loopfour

5Judge labels

1First choices

0Negative labels

3 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, 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. Loopfour was named 3 times in Cash application, where HighRadius led with 16%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business54 of 82

under the label threshold

Mid-market30 of 83

under the label threshold

Enterprise12 of 61

under the label threshold

In cash application · 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 Loopfour 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
Cash application	Receivables and billing	0%	30 of 83	0%	3	under 10 labels · led by HighRadius at 16%

Movement

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

Model	Alternative	Mention	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	1	0	1
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	1	1
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	1	0	1
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

Direct0 labelsNone

Paraphrase5 labels1

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative5 labels in all, every segment counted; 1 of the 1 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.

“Choose Loopfour if: You want to keep your existing ERP and payment infrastructure intact” GLM 4.7 FlashX · Cash application · paraphrase prompt · alternative

“For fee reduction and workflow automation: Loop4 or Paystand” Mistral Small · Cash application · 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 Loopfour, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Loopfour was named but was not.

ProductSame answerTook the first choice insteadHead to head

HighRadius2 of 51Not in the top three

Versapay2 of 51Not in the top three

BILL2 of 50Not in the top three

Rillion2 of 50Not in the top three

AvidXchange1 of 51Not in the top three

Nexus AP1 of 51Not in the top three

Atlar1 of 50Not in the top three

Billtrust1 of 50Not in the top three

BlackLine Cash Application1 of 50Not in the top three

Collatio by Scry AI1 of 50Not 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 Loopfour. 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 5 answers that named Loopfour and are not a share of its labels.

Domains cited

rillion.com5

thefinancechiefs.com5

highradius.com2

info.praxent.com2

lunos.ai2

singoa.com2

stuut.ai2

versapay.com2

chatfin.ai1

clyde.agency1

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

Pages cited

rillion.com/blog/best-b2b-payment-automation5

thefinancechiefs.com/payment-automation-platforms-b2b-recommend5

highradius.com/product/cash-application-automation/mid-market2

info.praxent.com/blog/ai-driven-ar-ap-automation-b2b2

lunos.ai/blog/best-automated-payment-reconciliation-software2

singoa.com/blog/ai-payment-matching-accuracy2

stuut.ai/blog/best-cash-application-software2

chatfin.ai/blog/dso-reduction-with-ai-best-receivables-platforms-compared-20261

Pages are listed as the models cited them.

Names read as Loopfour

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

Loop4 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 Loopfour'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 Loopfour, 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 loopfour.ai 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.