Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 33 of 61, unchanged
Rippling · 2 categories · Named, not rankedRippling Finance
16Judge labels
2First choices
3Negative labels
9 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Rippling Finance was named 2 times in Corporate cards and 1 other category, where Ramp led with 52%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market38 of 67
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In corporate cards · 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 Rippling Finance 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 |
|---|---|---|---|---|---|---|---|
| Corporate cards | Spend and procurement | 0% | 38 of 67 | 0% | 1 | under 10 labels · led by Ramp at 52% | newNew since September 2026: not ranked then, 0% now. |
| Expense management | Spend and procurement | 0% | 30 of 54 | 0% | 1 | under 10 labels · led by Ramp at 35% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Rippling Finance held within the floor in all two categories: no change cleared 10 points.
Best category · Corporate cards · by segment
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Corporate cards | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 38 of 67, unchanged |
| Expense management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 30 of 54, unchanged |
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 Rippling Finance 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 Rippling Finance 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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
Direct3 labelsNone
Paraphrase5 labels2
Comparative3 labelsNone
Budget-constrained1 labelNone
Scale-constrained1 labelNone
Negative3 labelsNone
First choiceAlternativeMentionNegative16 labels in all, every segment counted; 2 of the 2 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.
“appealing if you want cards tied tightly to HR/IT/workforce workflows” GPT-5.4 mini · Corporate cards · direct prompt · alternative
“Organizations wanting HR/IT integrated spend management” GLM 4.7 FlashX · Expense management · comparative 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 Rippling Finance, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rippling Finance was named but was not.ShowHide
Named alongside
The products named in the same answers as Rippling Finance, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rippling Finance 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 Rippling Finance. 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 16 of the 16 answers that named Rippling Finance and are not a share of its labels.
Domains cited
g2.com16
ramp.com11
emburse.com10
rippling.comYour site9
mercury.com7
resources.rework.com7
airwallex.com6
bill.com5
learn.g2.com5
paylocity.com5
Seventy-two of the eighty-one domain citations in answers naming Rippling Finance came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
rippling.com is not in Google's top ten for any of the category's searches. In the answers, Rippling Finance takes 0% of first choices and Ramp takes 52%.ShowHide
Search and answers
rippling.com is not in Google's top ten for any of the category's searches. In the answers, Rippling Finance takes 0% of first choices and Ramp takes 52%.
ShowHideIn search
Google, US estimatesPosition for “corporate card program”
–
not in the top ten
Position for “corporate card programs”
–
not in the top ten
- Its company's site
- rippling.com shared with Rippling's other products; the figures are the site's
- Organic visits to its site
- about 712,399 a month
- Searches its site ranks for
- 71,578 · 4,709 in the top three
- Sites linking to it
- 14,120
- Paid Google search
- 59 searches its ads show for, about 885 clicks and $42,013 a month (estimate)
In answers
This editionShare of first choices
0%
rank 38 of 67 in corporate cards
Segment leader
52%
Ramp
- First choices
- 2 across its categories
- Named in
- 16 answers
- Its own site cited
- in 16 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.
Follow Rippling Finance
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
Rippling is the company behind Rippling Finance.ShowHide
The company
Rippling is the company behind Rippling Finance.
ShowHideOn record
Company records- Also from Rippling
- Rippling Spend, Rippling Travel
In its own words
Stated by the vendor, not checked- Positioning
- One AI platform for Finance, from intake to pay
- For
- finance teams
- Free plan or trial
- Get started for free rippling.com/products/finance
- Customers named
- AndrosHoneyloveEmotive
- Not stated on the pages read
- Price, starting price, integrations, certifications, hosting
What Rippling Finance's own pages state, read October 6, 2026: rippling.com/products/finance, developer.rippling.com/references/benefits_administration/capabilities/report_employees_hr_data/data_models/pay, developer.rippling.com/references/benefits_administration/capabilities/report_employees_hr_data/data_models/employment, developer.rippling.com/references/benefits_administration/capabilities/report_employees_hr_data/data_models/monetaryvalue, developer.rippling.com/references/benefits_administration/capabilities/report_employees_hr_data/data_models/employeehrdata. 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 Rippling Finance'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 Rippling Finance, 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 Rippling Finance by email, built from the raw record of the edition. It shows:
- where Rippling Finance 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 Rippling Finance, 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.