| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| IT financial management | IT operations and endpoint | 6% | 6 of 159 | 0% | 5 | under 10 labels · led by Nicus ITFM Platform at 9% | |
| SaaS management platforms | IT operations and endpoint | 0% | 27 of 64 | 0% | 2 | under 10 labels · led by Torii at 34% | |
| Third-party risk management | Security operations | 0% | 68 of 87 | 0% | 1 | under 10 labels · led by UpGuard at 55% |
| 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“some of the top-rated IT financial management software include: 1. NetSuite OpenAir 2. Ramp” Llama 4 Maverick · IT financial mgmt · budget prompt · first choice
“or Ramp if your main need is spend control with no software fee” Perplexity Sonar · IT financial mgmt · budget prompt · first choice
“Ramp if your main focus is expense management and spend control” MiniMax M2.5 · IT financial mgmt · budget prompt · first choice
“Consider Ramp instead if you also want corporate cards, expense management, and bill pay in one place.” GPT-6 Luna · SaaS management · budget prompt · alternative
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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 35 of the 36 answers that named Ramp and are not a share of its labels.
Eighty-seven of the 117 domain citations in answers naming Ramp came from somebody else's page.
Pages are listed as the models cited them.
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.
| 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 |
As the event pages on ramp.com state them, read September 28, 2026.
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.
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.
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.
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.
A new claim receives the current edition's vendor brief for Ramp by email, built from the raw record of the edition. It shows: