Kognitos is a software product that handles exceptions in finance operations, including vendor master-data quality, supplier onboarding issues and messy remittances in cash application · kognitos.com ↗
A product needs 10 labels in a category before a share is stated. Kognitos has 1.
“If you struggle with slow cash application due to messy data, look at AI specialists like Kognitos.”MiniMax M2.5 · Comparative question · alternative
No model argued against it.
The products named in the same answers as Kognitos, over the 2 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 1 | 1 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Kognitos'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 2 of the 2 answers that named Kognitos and are not a share of its labels.
Nine of the eleven domain citations in answers naming Kognitos 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 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 359 | 40 | 2026-09-29 | Accounts payable automat, Cash application | |
| Report or ebook | 116 | 1 | 2026-09-27 | ||
| Podcast or video | 77 | 3 | 2026-09-23 | ||
| News or press | 50 | 0 | 2026-06-25 | ||
| Comparison | 33 | 7 | 2026-09-01 | Accounts receivable auto | |
| Conference or event | 31 | 2 | 2026-09-01 | ||
| Glossary or explainer | 30 | 0 | 2026-06-24 | Procure-to-pay | |
| Webinar or virtual event | 28 | 5 | 2026-10-07 | Procure-to-pay | |
| Case study | 9 | undated | |||
| Template or tool | 1 | 0 | 2026-05-15 |
Every page kognitos.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.