Kolleno is an order-to-cash platform covering accounts receivable automation, credit management, cash application and account reconciliation · kolleno.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Chaser is first at 20%.
Upflow is first at 24%. 0 of 14 models made it the first choice when asked directly.
HighRadius is first at 72%.
“I would recommend Kolleno or HighRadius as the top payment dispute management software options.”Mistral Small · Paraphrase question · first choice
“My recommendation: Start with Kolleno for a demo if you're a typical mid-sized B2B company”Kimi K2 · Paraphrase question · first choice
“The recommended collections management tool for a mid-sized B2B company is Kolleno”Llama 4 Maverick · Paraphrase question · first choice
“Start with Kolleno or Upflow for most mid-sized B2B companies.”Kimi K2 · Paraphrase question · first choice
“Kolleno - $650/user/month, targeted at larger finance teams”Kimi K2 · Budget-constrained question · warning
“May be more feature-rich than needed for merchants focused solely on chargebacks”Claude Haiku 4.5 · Negative question · warning
“most specialized AR tools (like Chaser or Kolleno) start at $259+/month”DeepSeek V4 Flash · Budget-constrained question · warning
The products named in the same answers as Kolleno, over the 96 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 49 | 16 | Compare → | |
| 43 | 8 | Compare → | |
| 38 | 13 | Compare → | |
| 32 | 0 | View → | |
| 27 | 0 | Compare → | |
| 26 | 5 | Compare → | |
| 22 | 3 | View → | |
| 21 | 9 | View → | |
| 19 | 1 | Compare → | |
| 13 | 4 | View → |
What the models named instead of Kolleno →
A side-by-side page exists where both products are among a category's top eight.
Stated on Kolleno'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 96 of the 96 answers that named Kolleno and are not a share of its labels.
220 of the 253 domain citations in answers naming Kolleno 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 | 2 | 1 | 5 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 2 | 0 | 0 | 3 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 1 | 3 |
| Llama 4 Maverick | 1 | 2 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 0 | 2 |
| Kimi K2 | 2 | 1 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 0 | 4 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 2 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 524 | 0 | 2026-02-23 | Cash application, Accounts receivable auto | |
| Glossary or explainer | 43 | 1 | 2026-07-06 | Cash application, Accounts receivable auto | |
| Comparison | 36 | 0 | 2025-12-28 | Cash application | |
| Case study | 31 | 1 | 2026-09-18 | ||
| Template or tool | 6 | 1 | 2026-07-17 | ||
| Webinar or virtual event | 5 | 0 | 2025-02-03 | ||
| Report or ebook | 3 | 0 | 2024-10-16 | ||
| Conference or event | 2 | 1 | 2026-07-23 |
Every page kolleno.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.