Oneflow is a contract lifecycle management and e-signature platform for creating, sending, signing and managing contracts and proposals · oneflow.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
PandaDoc is first at 51%.
PandaDoc is first at 29%. 0 of 14 models made it the first choice when asked directly.
Icertis Contract Intelligence is first at 22%.
“Oneflow would be the strongest default recommendation”Perplexity Sonar · Paraphrase question · first choice
“Concord or Oneflow are top choices”Mistral Small · Paraphrase question · first choice
“Excellent for interactive, real-time collaborative proposals... but less robust for heavy RFP management.”Grok 4.20 · Paraphrase question · alternative
“Stands out for its interactive proposal creation, real-time collaboration, and e-signature capabilities”Mistral Small · Paraphrase question · alternative
“PandaDoc / Oneflow are positioned more as proposal / e-signature tools that include contract management”Muse Glimmer 30B · Comparative question · warning
“the software can be buggy, especially when dealing with formatting”Claude Haiku 4.5 · Negative question · warning
The products named in the same answers as Oneflow, over the 32 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 28 | 15 | View → | |
| 14 | 3 | View → | |
| 13 | 0 | View → | |
| 11 | 3 | View → | |
| 11 | 2 | View → | |
| 10 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 3 | View → |
What the models named instead of Oneflow →
A side-by-side page exists where both products are among a category's top eight.
Stated on Oneflow's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 32 of the 32 answers that named Oneflow and are not a share of its labels.
Eighty-four of the 108 domain citations in answers naming Oneflow came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 1 | 3 | 0 | 5 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 2 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 2 | 1 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 13 | 0 | 2025-11-03 |
Every page oneflow.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. Read September 29, 2026.