5 categories · RankedOptro
Optro is GRC software for enterprises, covering compliance automation, internal controls and SOX, audit, and third-party risk management · optro.ai ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Vanta is first at 30%.
Hyperproof is first at 22%. 0 of 14 models made it the first choice when asked directly.
ServiceNow Integrated Risk Management is first at 25%.
Why models recommend it
“Leads in SOX 404 and internal audit depth... a top choice for mid-market to enterprise users”Mistral Small · Comparative question · alternative
“Are internal audit, controls, or SOX the main driver? Look closely at Optro.”GPT-6 Luna · Comparative question · alternative
“Leads on SOX 404 and internal audit depth. Best for audit-led GRC expansion.”Muse Glimmer 30B · Comparative question · alternative
“Choose Optro, ServiceNow IRM, or MetricStream for larger organizations”Perplexity Sonar · Comparative question · alternative
What gives them pause
“it may be more risk-management-oriented than a pure compliance starter”GPT-5.4 mini · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Optro, over the 62 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 43 | 11 | View → | |
| 40 | 5 | View → | |
| 38 | 14 | View → | |
| 38 | 2 | View → | |
| 36 | 5 | View → | |
| 23 | 3 | View → | |
| 22 | 3 | View → | |
| 22 | 0 | View → | |
| 20 | 0 | View → | |
| 19 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Optro's own site, not checked by Gane.
- For
- enterprises
- Price stated
- Request Optro 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
How this is measured
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 →Sources returned with these answers
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 62 of the 62 answers that named Optro and are not a share of its labels.
Domains cited
144 of the 164 domain citations in answers naming Optro came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,358 | undated | GRC, TPRM | ||
| Webinar or virtual event | 293 | undated | GRC, TPRM | ||
| Report or ebook | 87 | 9 | 2026-09-25 | GRC, TPRM | |
| Case study | 79 | undated | |||
| Template or tool | 26 | undated | GRC | ||
| Glossary or explainer | 20 | undated | |||
| Comparison | 13 | undated | |||
| Conference or event | 12 | undated | GRC | ||
| Podcast or video | 2 | undated | |||
| News or press | 2 | undated |
Most recent
- 2026-09-25Vendor sprawl guide report or ebook
- 2026-09-15Risk in focus 2027 north america report or ebook
- 2026-09-09G sib report report or ebook
- 2026-09-08Bcm reality checklist report or ebook
- 2026-08-25Agentic ai playbook for auditors report or ebook
- 2026-08-05Agentic ai report report or ebook
Events in person
- September 28, 2026 to September 29, 2026Gartner Enterprise Risk, Audit and Compliance Conference — EMEALondon, U.K.
- October 12, 2026 to October 14, 2026Infosec World 2026Gaylord Palms, Orlando
- October 13, 2026 to October 15, 2026in-person experienceSan Diego · takes part
- October 13, 2026AI & GRC WorkshopGaylord Pacific Resort, San Diego · takes part
- October 13, 2026 to October 15, 2026CRX (Connected Risk Experience)Gaylord Pacific Resort, San Diego · takes part
- November 10, 2026 to November 11, 2026#RISK Expo Europe 2026ExCeL London, London, U.K.
- September 27, 2026 to September 29, 2026MBA Compliance and Risk Management ConferenceGrand Hyatt, Washington
- September 15, 2026 to September 16, 2026Gartner Enterprise Risk, Audit and Compliance Conference — AmericasGrapevine
- August 17, 2026 to August 19, 2026GRC Conference 2026 (ISACA and The IIA)Gaylord Pacific Resort and Convention Center, San Diego
As the event pages on optro.ai state them, read September 28, 2026.
How it is countedHide how it is counted
Every page optro.ai 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.