# Kolleno: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 35 judge labels across 5 categories by 12 of 14 models. Page: https://www.gane.ai/index/finance/vendors/kolleno

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Accounts receivable automation](https://www.gane.ai/index/finance/receivables/accounts-receivable-automation/index.md) | 8% | 5 | 9% | 11 |
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 6% | 8 | 12% | 8 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 2% | 11 | 10% | 10 |
| [B2B credit management](https://www.gane.ai/index/finance/receivables/b2b-credit-management/index.md) | 0% | 25 | 0% | 5 |
| [Global e-invoicing compliance](https://www.gane.ai/index/finance/tax/global-e-invoicing-compliance/index.md) | 0% | 124 | 0% | 1 |

## What the models said for it

- "I would recommend Kolleno or HighRadius as the top payment dispute management software options." (Mistral Small, Chargeback management)
- "My recommendation: Start with Kolleno for a demo if you're a typical mid-sized B2B company" (Kimi K2, Cash application)
- "The recommended collections management tool for a mid-sized B2B company is Kolleno" (Llama 4 Maverick, Accounts receivable auto)
- "Start with Kolleno or Upflow for most mid-sized B2B companies." (Kimi K2, Accounts receivable auto)

## And against it

- "Kolleno - $650/user/month, targeted at larger finance teams" (Kimi K2, Cash application)
- "May be more feature-rich than needed for merchants focused solely on chargebacks" (Claude Haiku 4.5, Chargeback management)
- "most specialized AR tools (like Chaser or Kolleno) start at $259+/month" (DeepSeek V4 Flash, Accounts receivable auto)

## By model

| 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named Kolleno, from 96 of the 96 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 36
- highradius.com: 35
- kolleno.com: 33 (its own site)
- sourceforge.net: 27
- chaserhq.com: 25
- paidnice.com: 23
- fintechspecs.com: 20
- accounting.events: 18
- guideflow.com: 18
- viewpointanalysis.com: 18

### Pages cited

- https://chaserhq.com/blog/best-credit-management-software: 14
- https://g2.com/categories/credit-and-collections: 14
- https://viewpointanalysis.com/post/the-best-collections-software: 14
- https://thecfoclub.com/tools/best-cash-application-software: 13
- https://creditpulse.com/blog/best-credit-management-software: 12
- https://g2.com/categories/credit-and-collections/small-business: 12
- https://guideflow.com/blog/dispute-management-software: 12
- https://cashbook.com/best-cash-application-tools-2026-official-guide: 11

## In its own words

What Kolleno's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Intelligent order-to-cash platform, built to run itself (https://kolleno.com/)
- For: CFOs and Credit Controllers (https://kolleno.com/)
- Price stated: Monthly Annually (https://www.kolleno.com/pricing)
- Starting price: 545 (https://www.kolleno.com/pricing)
- Free plan or trial: Try for free (https://www.kolleno.com/pricing)
- Integrations claimed: 1000 (https://kolleno.com/); 9 (https://www.kolleno.com/pricing) (pages disagree)
- Certifications: ISO 27001, SOC 2 Type II, SOC 1 Type II, GDPR
- Customers named: Rakuten, Wonderbuilds, Talent Garden, Dealer-FX, Zartis, Rentsync, DNA Payments, Pettus Workplace Solutions

## What it publishes

Every page kolleno.com exposes, read 2026-09-29: 1735 addresses. By kind, pages and the last 90 days:

- blog: 524 pages, 0 in the last 90 days, latest 2026-02-23
- case study: 31 pages, 1 in the last 90 days, latest 2026-09-18
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2025-02-03
- conference or event: 2 pages, 1 in the last 90 days, latest 2026-07-23
- report or ebook: 3 pages, 0 in the last 90 days, latest 2024-10-16
- comparison: 36 pages, 0 in the last 90 days, latest 2025-12-28
- template or tool: 6 pages, 1 in the last 90 days, latest 2026-07-17
- glossary or explainer: 43 pages, 1 in the last 90 days, latest 2026-07-06
- Recent: 2026-09-18 case study: E commerce growth platform boosted cash collections by 25 with kolleno https://www.kolleno.com/customer-story/e-commerce-growth-platform-boosted-cash-collections-by-25-with-kolleno
- Recent: 2026-07-23 conference or event: 16051863 user groups managing permissions in bulk https://help.kolleno.com/en/articles/16051863-user-groups-managing-permissions-in-bulk
- Recent: 2026-07-17 template or tool: Roi calculator https://www.kolleno.com/roi-calculator
- Recent: 2026-07-06 glossary or explainer: What is ar management guide https://www.kolleno.com/what-is-ar-management-guide
- Recent: 2026-02-23 blog: Partner suiteconnect drinks 2026 https://www.kolleno.com/partner-suiteconnect-drinks-2026
- Recent: 2026-01-23 template or tool: Ai agents for accounts receivable feature checklist for finance teams in 2026 https://www.kolleno.com/ai-agents-for-accounts-receivable-feature-checklist-for-finance-teams-in-2026

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.