Finance AI Index

Index › Vendors › Corpay Complete · September 2026 Edition

Corpay · 2 categories · Named, not ranked

Corpay Complete

3Judge labels

0First choices

1Negative labels

3 of 12Models named it

2Categories

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. Corpay Complete was named 3 times in Expense management and 1 other category, where Ramp led with 34%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market26 of 46

under the label threshold

Enterprisenot named

No model named it for this buyer.

In expense 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 Corpay Complete 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
Expense management	Spend and procurement	0%	26 of 46	0%	2	under 10 labels · led by Ramp at 34%
Spend management platforms	Spend and procurement	0%	38 of 39	100%	1	under 10 labels · led by Ramp at 49%

Movement

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

Model	Mention	Negative	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	1	0	1
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	1	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

Direct2 labelsNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative3 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.

No positive label carried a quote.

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.

“Corpay Complete — payment delays, disjointed vendor management, poor support” GLM 4.7 FlashX · Spend management platfor · negative prompt · hard negative

Named alongside

The products named in the same answers as Corpay Complete, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Corpay Complete was named but was not.

ProductSame answerTook the first choice insteadHead to head

Spendesk2 of 31Not in the top three

Emburse2 of 30Not in the top three

Pemo2 of 30Not in the top three

Ramp2 of 30Not in the top three

Routespring2 of 30Not in the top three

Airbase1 of 30Not in the top three

BILL Spend & Expense1 of 30Not in the top three

ProSpend1 of 30Not in the top three

Procurify1 of 30Not in the top three

Rippling Spend1 of 30Not 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 Corpay Complete. 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 3 answers that named Corpay Complete and are not a share of its labels.

Domains cited

emburse.com3

gartner.com3

learn.g2.com3

ofx.com2

technologyadvice.com2

bestdevops.com1

capterra.ca1

capterra.co.uk1

capterra.com1

capterra.com.au1

Eighteen of the eighteen domain citations in answers naming Corpay Complete came from somebody else's page.

Pages cited

emburse.com/resources/best-spend-management-platforms3

gartner.com/reviews/market/expense-management-software3

learn.g2.com/expense-management-software-for-mid-market-teams2

technologyadvice.com/blog/accounting/best-expense-management-software2

bestdevops.com/top-10-spend-management-platforms-features-pros-cons-comparison1

capterra.ca/reviews/166905/divvy1

capterra.co.uk/directory/31817/spend-management/software1

capterra.com.au/software/1060022/prospend1

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 Corpay Complete'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 Corpay Complete, 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 corpay.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.