Visdum is sales compensation software for commission management, used to model comp plans and calculate commissions · visdum.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
QuotaPath is first at 38%.
CaptivateIQ is first at 38%. 1 of 14 models made it the first choice when asked directly.
Xactly Incent is first at 28%.
“The best sales commission management platform for a mid-market B2B company is Visdum”Llama 4 Maverick · Direct question · first choice
“Best overall on a tight budget: Visdum — strongest fit for small teams”GPT-5.4 mini · Budget-constrained question · first choice
“Top Recommendation: Visdum Best Overall for Mid-Market Companies”GLM 4.7 FlashX · Paraphrase question · first choice
“Best overall mid-market fit: Visdum”Muse Glimmer 30B · Paraphrase question · first choice
“SMB / Simple | QuotaPath, Visdum | Only if you have <10 comp plans and minimal complexity.”Kimi K2 · Scale-constrained question · warning
The products named in the same answers as Visdum, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 24 | 8 | Compare → | |
| 21 | 3 | Compare → | |
| 21 | 1 | View → | |
| 20 | 6 | Compare → | |
| 18 | 1 | Compare → | |
| 18 | 0 | View → | |
| 9 | 0 | View → | |
| 7 | 2 | Compare → | |
| 7 | 0 | View → | |
| 6 | 0 | View → |
What the models named instead of Visdum →
A side-by-side page exists where both products are among a category's top eight.
Stated on Visdum'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 33 of the 33 answers that named Visdum and are not a share of its labels.
Ninety-seven of the 112 domain citations in answers naming Visdum 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 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 1 | 2 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 172 | 18 | 2026-09-25 | ||
| Comparison | 39 | 1 | 2026-08-11 | ||
| Glossary or explainer | 15 | 0 | 2026-06-18 | ||
| Case study | 13 | undated | |||
| Template or tool | 10 | 0 | 2026-02-09 | ||
| Report or ebook | 7 | undated | |||
| Podcast or video | 1 | 0 | 2025-11-04 |
Every page visdum.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.