# Optro: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/finance/vendors/optro

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal controls and SOX](https://www.gane.ai/index/finance/tax/internal-controls-and-sox/index.md) | 4% | 7 | 21% | 19 |

## What the models said for it

- "Optro is best when internal audit owns the SOX program and values fast adoption... making it a reasonable pick for mid-market teams" (Claude Haiku 4.5, Internal controls)
- "the best all-around SOX compliance software is usually Workiva or AuditBoard/Optro" (GPT-5.4 mini, Internal controls)
- "SOX program is the main problem: compare Optro, Workiva, and Diligent." (GPT-6 Luna, Internal controls)
- "Public-company SOX program: Workiva or Optro/AuditBoard." (Perplexity Sonar, Internal controls)

## And against it

- "Avoid starting with Workiva, Optro/AuditBoard, or Diligent" (Perplexity Sonar, Internal controls)
- "Most enterprise solutions (Workiva, AuditBoard/Optro, Diligent) don't publish pricing and are likely overkill" (Kimi K2, Internal controls)
- "Offer deeper testing and reporting but at higher costs" (MiniMax M2.5, Internal controls)
- "$45,000–$49,000 for Workiva and Optro" (GPT-6 Luna, Internal controls)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 2 | 0 | 1 | 4 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 1 | 2 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Optro, from 54 of the 54 answers that named it (only the models that return a source list).

### Domains cited

- complyjet.com: 32
- erpresearch.com: 21
- optro.ai: 19 (its own site)
- gamma.app: 16
- netwrix.com: 14
- internalauditguide.com: 13
- riskpublishing.com: 12
- scytale.ai: 12
- workiva.com: 12
- highradius.com: 11

### Pages cited

- https://complyjet.com/blog/best-sox-compliance-software: 32
- https://erpresearch.com/erp-add-ons/sox-controls: 21
- https://gamma.app/docs/Best-SOX-Compliance-Software-8-Tools-Compared-068yxrg8r7lduow: 16
- https://netwrix.com/en/resources/blog/sox-compliance-software: 14
- https://riskpublishing.com/best-sox-compliance-software-compared: 12
- https://internalauditguide.com/2026/09/sox-compliance-software-compared: 11
- https://highradius.com/resources/Blog/best-sox-compliance-tools: 10
- https://scytale.ai/resources/best-sox-compliance-tools: 10

## In its own words

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

- Positioning: AI-Powered GRC Software (https://optro.ai/)
- For: enterprises (https://optro.ai/)
- Price stated: Request Optro Pricing (https://optro.ai/pricing)
- Certifications: ISO 27001, SOC 2 Type II, SOC 1 Type II, CCPA, GDPR, HIPAA
- Customers named: PetSmart, Lennar Homes, Marmon Holdings, Population Services International, Edgewell, Arthur J. Gallagher, Teradata, MDA

## What it publishes

Every page optro.ai exposes, read 2026-09-29: 2141 addresses. By kind, pages and the last 90 days:

- blog: 1358 pages, 0 in the last 90 days, latest undated
- case study: 79 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 293 pages, 0 in the last 90 days, latest undated
- conference or event: 12 pages, 0 in the last 90 days, latest undated
- report or ebook: 87 pages, 9 in the last 90 days, latest 2026-09-25
- comparison: 13 pages, 0 in the last 90 days, latest undated
- template or tool: 26 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 20 pages, 0 in the last 90 days, latest undated
- podcast or video: 2 pages, 0 in the last 90 days, latest undated
- news or press: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 report or ebook: Vendor sprawl guide https://optro.ai/resources/ebook/vendor-sprawl-guide
- Recent: 2026-09-15 report or ebook: Risk in focus 2027 north america https://optro.ai/resources/ebook/risk-in-focus-2027-north-america
- Recent: 2026-09-09 report or ebook: G sib report https://optro.ai/resources/ebook/g-sib-report
- Recent: 2026-09-08 report or ebook: Bcm reality checklist https://optro.ai/resources/ebook/bcm-reality-checklist
- Recent: 2026-08-25 report or ebook: Agentic ai playbook for auditors https://optro.ai/resources/ebook/agentic-ai-playbook-for-auditors
- Recent: 2026-08-05 report or ebook: Agentic ai report https://optro.ai/resources/ebook/agentic-ai-report

## 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.