Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 11 → 17 of 63
1 category · RankedRamp Accounting Agent
48Judge labels
1First choices
3Negative labels
13 / 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.
Best standing
2% in AI accounting assistants for mid-market buyers
Rank 10 of 85 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 6% of its 17 labels there were negative.
What the models named instead of Ramp Accounting Agent →By buyer segmentRead the same way at every buyer size.
Small business18 of 67
0%15 labels
accepted challenger
Mid-market10 of 85
2%17 labels
accepted challenger
Enterprise24 of 100
0%16 labels
accepted challenger
In ai accounting assistants · 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 Accounting Agent 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 |
|---|---|---|---|---|---|---|---|
| AI accounting assistants | Accounting and close | 2% | 10 of 85 | 6% | 17 | accepted challenger | ▼−7Since September 2026: 9% → 3%, −7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Ramp Accounting Agent held within the floor in its one category: no change cleared 10 points.
Best category · AI accounting assistants · by segment
Mid-market▼−7Since September 2026: 9% → 3%, −7 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
3%from 9% in September 2026
Inside the floor by 3 pointsRank 3 → 9 of 72
Enterprise▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 11 → 21 of 87
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI accounting assistants | 9% | 3% | ▼−7Since September 2026: 9% → 3%, −7 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 10 of 85 |
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 Ramp Accounting Agent 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 Accounting Agent 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 | 3 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
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
Direct11 labelsNone
Paraphrase12 labels1
Comparative14 labelsNone
Budget-constrained3 labelsNone
Scale-constrained6 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative48 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.
“I'd suggest starting with Ramp if your priority is spend control and AP automation (and it's free), or Zeni” Kimi K2 · AI accounting assistants · paraphrase prompt · first choice
“Best for Card Expense & Spend Bookkeeping: Ramp ... has built the most advanced AI bookkeeping layer in the spend management space” Gemini 3.5 Flash · AI accounting assistants · direct prompt · alternative
“use Ramp Accounting Agent if spend management, corporate card and AP automation are the dominant pain points” Muse Glimmer 30B · AI accounting assistants · paraphrase prompt · alternative
“Ramp features an AI Policy Agent that operates natively alongside its spend management platform.” Gemini 3.5 Flash · AI accounting assistants · paraphrase 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.
“may be a useful layer—not a replacement for your accounting system... I wouldn't make it my default core ledger” GPT-6 Luna · AI accounting assistants · direct prompt · soft negative
Named alongside
The products named in the same answers as Ramp Accounting Agent, over the 48 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ramp Accounting Agent was named but was not.ShowHide
Named alongside
The products named in the same answers as Ramp Accounting Agent, over the 48 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ramp Accounting Agent 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 Accounting Agent. 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 45 of the 48 answers that named Ramp Accounting Agent and are not a share of its labels.
Domains cited
intuit.com30
ramp.comYour site28
numeric.io23
resources.rework.com23
rillet.com21
maxima.ai17
articsledge.com14
dualentry.com13
zoneandco.com13
fast.io12
166 of the 194 domain citations in answers naming Ramp Accounting Agent came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
ramp.com is not in Google's top ten for any of the category's searches. In the answers, Ramp Accounting Agent takes 2% of first choices and Sage Intacct takes 22%.ShowHide
Search and answers
ramp.com is not in Google's top ten for any of the category's searches. In the answers, Ramp Accounting Agent takes 2% of first choices and Sage Intacct takes 22%.
ShowHideIn search
Google, US estimatesPosition for “ai accounting tools”
–
not in the top ten
Position for “ai bookkeeping tool”
–
not in the top ten
- Searches for its name, Google
- 70 a month (“ramp accounting agent”)
- AI search demand for its name, est.
- 0 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
2%
rank 10 of 85 in AI accounting assistants
Segment leader
22%
Sage Intacct
- First choices
- 1 across its categories
- Named in
- 48 answers
- Its own site cited
- in 45 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.
Names read as Ramp Accounting Agent
What the judge wrote, as written, with how often. The vendor table decides that these count as Ramp Accounting Agent; a claim can dispute any of them.
Ramp 15
Follow Ramp Accounting Agent
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 Accounting Agent is its own company.ShowHide
The company
Ramp Accounting Agent is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Accounting automation eliminates month-end madness
- For
- today’s top 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 & ClassPassKIPP Nashville Public SchoolsCity of Ketchum, ID
- Not stated on the pages read
- Hosting
What Ramp Accounting Agent's own pages state, read October 5, 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 Accounting Agent'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 Accounting Agent, 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 Accounting Agent by email, built from the raw record of the edition. It shows:
- where Ramp Accounting Agent 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 Accounting Agent, 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.