Finance AI Index
Index Vendors › BlackLine Cash Application · September 2026 Edition
BlackLine · 1 category · Ranked

BlackLine Cash Application

68Judge labels
3First choices
23Negative labels
12 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.
Best standing
8% in Cash application for enterprise buyers
Rank 20 of 83 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 25% of its 20 labels there were negative.
By buyer segmentRead the same way at every buyer size.
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 BlackLine Cash Application 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Cash applicationReceivables and billing0%20 of 8325%20criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for BlackLine Cash Application 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 BlackLine Cash Application across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini01102
Gemini 3.5 Flash10023
Perplexity Sonar00101
Grok 4.1 Fast01113
Mistral Small01012
DeepSeek V4 Flash01001
Llama 4 Maverick00101
Qwen 3.7 Flash02002
Kimi K200101
GLM 4.7 FlashX01113
MiniMax M2.500000

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
Direct9 labelsNone
Paraphrase7 labels1
Comparative24 labels3not counted in share
Budget-constrained7 labels2
Scale-constrained8 labelsNone
Negative13 labelsNone
First choiceAlternativeMentionNegative68 labels in all, every segment counted; 3 of the 6 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.

“Go with HighRadius or BlackLine if you are a massive, multi-billion-dollar enterprise” Gemini 3.5 Flash · Cash application · comparative prompt · first choice
“BlackLine offers cash application as part of its full financial close, reconciliation and accounting automation capabilities, with strong financial controls, reporting” Claude Haiku 4.5 · Cash application · comparative prompt · alternative
“4. BlackLine — *Best for controller-led teams tied to the month-end close*” DeepSeek V4 Flash · Cash application · comparative prompt · alternative
“strong if your focus is tightly tied to financial close / reconciliation” GPT-5.4 mini · Cash application · 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.

“Enterprise-level tools like HighRadius or BlackLine often require significant implementation and configuration effort.” Mistral Small · Cash application · negative prompt · soft negative
“These are highly robust but may have longer implementation times and higher price points.” Gemini 3.5 Flash · Cash application · scale prompt · soft negative
“Architecture is process-heavy and can require significant implementation effort” GLM 4.7 FlashX · Cash application · negative prompt · soft negative
“Others (BlackLine, Billtrust) shine in ecosystems but falter standalone.” Grok 4.1 Fast · Cash application · negative prompt · soft negative

Named alongside

The products named in the same answers as BlackLine Cash Application, over the 68 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BlackLine Cash Application was named but was not.
ProductSame answerTook the first choice insteadHead to head
HighRadius63 of 6829Not in the top three
Billtrust51 of 680Not in the top three
Esker40 of 680Not in the top three
Versapay34 of 680Not in the top three
Serrala23 of 681Not in the top three
Rex14 of 681Not in the top three
Quadient Accounts Receivable11 of 681Not in the top three
Gaviti10 of 681Not in the top three
Cashbook10 of 680Not in the top three
Emagia10 of 680Not 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 BlackLine Cash Application. 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 49 of the 68 answers that named BlackLine Cash Application and are not a share of its labels.

Domains cited

highradius.com44
cashbook.com34
rex.inc34
upflow.io28
bluecopa.com24
lunos.ai24
worldmetrics.org24
ledge.co22
chaserhq.com21
stuut.ai15

270 of the 270 domain citations in answers naming BlackLine Cash Application came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as BlackLine Cash Application

What the judge wrote, as written, with how often. The vendor table decides that these count as BlackLine Cash Application; a claim can dispute any of them.
BlackLine 19
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 BlackLine Cash Application'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 BlackLine Cash Application, 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 blackline.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.

Subscribe to the pack