# DOKKA: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/dokka

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Account reconciliation](https://www.gane.ai/index/finance/accounting/account-reconciliation/index.md) | 0% | 25 | 0% | 3 |
| [Accounts payable automation](https://www.gane.ai/index/finance/spend/accounts-payable-automation/index.md) | 0% | 31 | 0% | 2 |

## What the models said for it

- "Affordable, AI-powered invoice capture and data extraction tailored for smaller teams" (DeepSeek V4 Flash, Accounts payable automat)
- "DOKKA \u2014 best for mid-market teams that want clean data feeding the close" (Muse Glimmer 30B, Account reconciliation)
- "DOKKA — AI-powered, mid-market fit, implementation in 1–4 weeks." (DeepSeek V4 Flash, Account reconciliation)
- "Best for Teams Needing AP + Close Integration" (Kimi K2, Account reconciliation)

## By model

| 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 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named DOKKA, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 8
- dokka.com: 7 (its own site)
- prophix.com: 5
- zapier.com: 5
- cfoshortlist.com: 4
- envoice.eu: 4
- bill.com: 3
- bluecopa.com: 3
- milestone.inc: 3
- resources.rework.com: 3

### Pages cited

- https://zapier.com/blog/accounts-payable-software: 5
- https://cfoshortlist.com/reports/best-account-reconciliation-software: 4
- https://dokka.com/best-account-reconciliation-software: 4
- https://envoice.eu/en/blog/7-best-ap-automation-software-solutions-on-the-market: 4
- https://g2.com/discussions/best-accounts-payable-automation-solutions: 4
- https://bill.com/blog/best-accounts-payable-automation-software: 3
- https://g2.com/categories/ap-automation: 3
- https://milestone.inc/blog/best-account-reconciliation-software-options: 3

## In its own words

What DOKKA's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Agentic Accounting Automation Software; an agentic accounting automation platform that augments your ERP and deploys AI agents that do the accounting work your team shouldn’t have to. (https://dokka.com/)
- For: Modern CFOs and finance teams (https://dokka.com/)
- Integrations claimed: 7 (https://dokka.com/)
- Certifications: ISO 27001, SOC 2, GDPR
- Customers named: Bolla Market (Bolla Oil), Wild Marketing Group, Mud Bay, Bolla Market, Adama Netherlands, Voneus Broadband, Weinprop, Spectrum Medical

## What it publishes

Every page dokka.com exposes, read 2026-09-29: 559 addresses. By kind, pages and the last 90 days:

- blog: 220 pages, 13 in the last 90 days, latest 2026-09-15
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 48 pages, 2 in the last 90 days, latest 2026-07-21
- template or tool: 6 pages, 0 in the last 90 days, latest 2026-06-07
- glossary or explainer: 173 pages, 0 in the last 90 days, latest 2026-05-01
- podcast or video: 1 pages, 0 in the last 90 days, latest 2026-05-03
- Recent: 2026-09-15 blog: Ap automation for life sciences https://dokka.com/ap-automation-for-life-sciences/
- Recent: 2026-09-09 blog: Best ap automation tools for mid sized companies https://dokka.com/best-ap-automation-tools-for-mid-sized-companies
- Recent: 2026-09-07 blog: How long should a month end close take benchmarks by company size https://dokka.com/how-long-should-a-month-end-close-take-benchmarks-by-company-size
- Recent: 2026-08-14 blog: Ap automation for financial services https://dokka.com/ap-automation-for-financial-services
- Recent: 2026-08-11 blog: How the living room ended the invoice approval chase with dokka https://dokka.com/how-the-living-room-ended-the-invoice-approval-chase-with-dokka/
- Recent: 2026-07-28 blog: E invoicing mandate in eu https://dokka.com/e-invoicing-mandate-in-eu

## 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.