Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 47 → 25 of 95
2 categories · Named, not rankedRamp
8Judge labels
0First choices
1Negative labels
5 / 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
4 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Ramp was named 4 times in Contingent workforce man and 1 other category, where VectorVMS led with 16%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business71 of 101
0%3 labels
under the label threshold
Mid-market25 of 121
0%3 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In contingent workforce man · 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 Ramp 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 |
|---|---|---|---|---|---|---|---|
| Contingent workforce management | Workforce planning and analytics | 0% | 25 of 121 | 0% | 3 | under 10 labels · led by VectorVMS at 16% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 0% | 48 of 90 | 0% | 1 | under 10 labels · led by Compt at 40% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Ramp held within the floor in all two categories: no change cleared 13 points.
Best category · Contingent workforce man · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 63 → 25 of 111
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Flexible benefits | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 48 of 90 |
| Contingent workforce man | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 63 → 25 of 121 |
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 13 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 Ramp 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 Ramp 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 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained5 labelsNone
Scale-constrained1 labelNone
Negative1 labelNone
First choiceAlternativeMentionNegative8 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.
“If you also need spend management—serves companies managing 50-500 vendors” MiniMax M2.5 · Contingent workforce man · scale prompt · alternative
“The "$0 Platform Fee" Hack ... it does not handle tax compliance” Gemini 3.5 Flash · Flexible benefits · budget prompt · alternative
“Ramp (Best Free Option)” MiniMax M2.5 · Contingent workforce man · budget 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 Ramp, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ramp was named but was not.ShowHide
Named alongside
The products named in the same answers as Ramp, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ramp 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 Ramp. 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 8 of the 8 answers that named Ramp and are not a share of its labels.
Domains cited
ramp.comYour site7
gitnux.org6
learn.g2.com5
sourceforge.net5
spendflo.com5
zipdo.co5
gestisoft.com4
hrtechsaas.com4
g2.com3
itechguides.com3
Forty of the forty-seven domain citations in answers naming Ramp came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
ramp.com ranks 8 on Google for the category's searches. In the answers, Ramp takes 0% of first choices and VectorVMS takes 16%.ShowHide
Search and answers
ramp.com ranks 8 on Google for the category's searches. In the answers, Ramp takes 0% of first choices and VectorVMS takes 16%.
ShowHideIn search
Google, US estimatesPosition for “contingent workforce platforms”
9
Position for “vendor management system for contingent workers”
8
- Searches for its name, Google
- 246,000 a month (“ramp”)
- AI search demand for its name, est.
- 49,733 a month
- Organic visits to its site
- about 770,056 a month
- Searches its site ranks for
- 68,870 · 5,399 in the top three
- Sites linking to it
- 12,968
- Paid Google search
- 10 searches its ads show for, about 430 clicks and $13,511 a month (estimate)
In answers
This editionShare of first choices
0%
rank 25 of 121 in contingent workforce man
Segment leader
16%
VectorVMS
- First choices
- 0 across its categories
- Named in
- 8 answers
- Its own site cited
- in 8 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.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on ramp.com
5,942
subdomains included
Content
2,331
counted in the table below
Documentation
1,964
Product · Integration
2 · 131
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,276 | 33 | 2026-09-29 | ||
| Comparison | 362 | 29 | 2026-09-29 | ||
| Glossary or explainer | 239 | 1 | 2026-07-09 | ||
| Webinar or virtual event | 143 | 0 | 2026-05-05 | ||
| Template or tool | 129 | 0 | 2026-05-27 | ||
| Case study | 104 | undated | |||
| Report or ebook | 61 | 1 | 2026-08-29 | ||
| Conference or event | 16 | 0 | 2025-12-16 | ||
| News or press | 1 | undated |
Most recent
- 2026-09-29Financial due diligence blog
- 2026-09-29Accrual vs deferral in accounting comparison
- 2026-09-298 Best Corporate Card Expense Management Platforms blog
- 2026-09-28S corp tax benefits guide blog
- 2026-09-28Expense management workflow blog
- 2026-09-28How to do payroll yourself for your small business blog
Events in person
Last twelve months
- July 15, 2026Build with Rillet + Ramp MCPSan Francisco · hosted
- July 9, 2026CLI & Cocktails with RampKilowatt, San Francisco · hosted
- July 8, 2026Build with Campfire + Ramp MCPCampfire HQ, San Francisco · hosted
As the event pages on ramp.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page ramp.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow Ramp
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
Ramp is its own company.ShowHide
The company
Ramp is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Spend Management, Corporate Cards & Accounts Payable Solutions
- For
- finance teams
- Price stated
- Get started for free ramp.com
- Starting price
- 0 ramp.com/pricing
- Free plan or trial
- Get started for free ramp.com
- Integrations claimed
- 200 ramp.com
- Certifications
- CCPAISO/IEC 27001PCI DSSSOC 1SOC 2FedRAMP ModerateCyber Essentials PlusGovRAMP
- Customers named
- eight sleepperplexitywebflowglossierNotionMindbody & ClassPassShopifyKIPP Nashville Public Schools
- Not stated on the pages read
- Hosting
What Ramp's own pages state, read September 28, 2026: ramp.com, ramp.com/pricing, trust.ramp.com, ramp.com/platform, ramp.com/customers. 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 Ramp'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 Ramp, 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 Ramp by email, built from the raw record of the edition. It shows:
- where Ramp 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 Ramp, 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.