Index › Products › Emburse Professional, formerly Emburse Certify · October 2026 Edition

1 category · Named, not ranked

Emburse Professional, formerly Emburse Certify

3Judge labels

1First choices

1Negative labels

1 / 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.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Emburse Professional, formerly Emburse Certify was named 1 time in Expense management, where Ramp led with 35%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business33 of 45

under the label threshold

Mid-market12 of 54

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 Emburse Professional, formerly Emburse Certify 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
Expense management	Spend and procurement	2%	12 of 54	0%	1	under 10 labels · led by Ramp at 35%	newNew since September 2026: not ranked then, 2% now.

Movement

This is the first edition on this tier, so no move can be computed for Emburse Professional, formerly Emburse Certify yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Emburse Professional, formerly Emburse Certify across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	1	1

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

Paraphrase1 label1

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative3 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.

“A practical starting point for most mid-sized B2B firms is Emburse Professional for a balanced, mid-market native solution” Muse Glimmer 30B · Expense 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 Emburse Professional, formerly Emburse Certify, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Emburse Professional, formerly Emburse Certify was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Expensify3 of 31Not among the top eight

SAP Concur3 of 30Not among the top eight

BILL Spend & Expense2 of 30Not among the top eight

Brex2 of 30Not among the top eight

Ramp2 of 30Not among the top eight

Zoho Expense2 of 30Not among the top eight

247HRM1 of 30Not among the top eight

Corpay Complete1 of 30Not among the top eight

Coupa Expense Management1 of 30Not among the top eight

Pemo1 of 30Not among the top eight

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 Emburse Professional, formerly Emburse Certify. 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 3 of the 3 answers that named Emburse Professional, formerly Emburse Certify and are not a share of its labels.

Domains cited

airwallex.com2

bill.com2

nerdwallet.com2

novo.co2

ramp.com2

tech.co2

use.expensify.com2

bigtime.net1

brex.com1

cnbc.com1

No domain is on file for Emburse Professional, formerly Emburse Certify, so its own site is not marked.

Pages cited

bill.com/blog/best-expense-management-software2

nerdwallet.com/business/software/best/business-expense-trackers2

novo.co/software/expense-management2

ramp.com/blog/expense-tracker-for-business2

tech.co/accounting-software/best-expense-management-software2

use.expensify.com/resource-center/guides/best-business-expense-tracking-app2

airwallex.com/en-us/blog/best-expense-management-software1

airwallex.com/en-us/blog/expensify-review1

Pages are listed as the models cited them.

Follow Emburse Professional, formerly Emburse Certify

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.

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 Emburse Professional, formerly Emburse Certify'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 Emburse Professional, formerly Emburse Certify, 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 Emburse Professional, formerly Emburse Certify by email, built from the raw record of the edition. It shows:

where Emburse Professional, formerly Emburse Certify 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 Emburse Professional, formerly Emburse Certify, 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.