# Workiva: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 2 categories by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/workiva

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [GRC platforms](https://www.gane.ai/index/it/security/grc-platforms/index.md) | 0% | 22 | 12% | 16 |
| [Compliance automation](https://www.gane.ai/index/it/security/compliance-automation/index.md) | 0% | 66 | 0% | 1 |

## What the models said for it

- "better if you need governance, risk, compliance, and financial reporting tightly connected" (GPT-5.4 mini, GRC)
- "Best for: Integrated reporting, SOX compliance, and financial controls" (MiniMax M2.5, GRC)
- "SOX/internal audit is the core driver? → AuditBoard or Workiva" (DeepSeek V4 Flash, GRC)
- "Excels in connected reporting, SOX, ESG, and audit workflows." (Grok 4.20, GRC)

## And against it

- "Avoid for Limited Budgets: Enterprise-heavy options like Workiva" (Grok 4.20, GRC)
- "many of those are often more than a typical mid-market B2B company needs" (GPT-5.4 mini, GRC)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| 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 | 4 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Workiva, from 39 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- riskwatch.com: 15
- securitycomplianceguide.com: 15
- softwareadvice.com: 14
- vanta.com: 13
- capterra.com: 11
- metricstream.com: 9
- sprinto.com: 8
- g2.com: 7
- surecloud.com: 7
- techvendorindex.com: 7

### Pages cited

- https://securitycomplianceguide.com/blog/grc-software-guide: 15
- https://riskwatch.com/grc-software: 11
- https://softwareadvice.com/risk-management/grc-comparison: 10
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html: 8
- https://process.st/enterprise-grc-platforms: 6
- https://sentrient.com.au/blog/best-grc-systems: 6
- https://vanta.com/resources/best-grc-software-solutions-for-enterprises: 6
- https://capterra.com/grc-software: 5

## In its own words

What Workiva's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI Purpose-Built for Finance, Audit, Risk & Sustainability (https://www.workiva.com/)
- For: finance, audit, risk and sustainability teams (https://www.workiva.com/)
- Customers named: The Hershey Company, Amalgamated Bank, AES, Southwest, NXP

## What it publishes

Every page workiva.com exposes, read 2026-09-29: 413 addresses. By kind, pages and the last 90 days:

- conference or event: 66 pages, 0 in the last 90 days, latest undated
- news or press: 338 pages, 0 in the last 90 days, latest undated

## Record

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