Optro is GRC software for enterprises, covering compliance automation, internal controls and SOX, audit, and third-party risk management · optro.ai ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
ComplyJet is first at 15%.
FloQast is first at 23%. 2 of 14 models made it the first choice when asked directly.
Workiva is first at 23%.
“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 · Direct question · first choice
“the best all-around SOX compliance software is usually Workiva or AuditBoard/Optro”GPT-5.4 mini · Direct question · first choice
“SOX program is the main problem: compare Optro, Workiva, and Diligent.”GPT-6 Luna · Comparative question · first choice
“Public-company SOX program: Workiva or Optro/AuditBoard.”Perplexity Sonar · Comparative question · first choice
“Avoid starting with Workiva, Optro/AuditBoard, or Diligent”Perplexity Sonar · Budget-constrained question · warning
“Most enterprise solutions (Workiva, AuditBoard/Optro, Diligent) don't publish pricing and are likely overkill”Kimi K2 · Direct question · warning
“Offer deeper testing and reporting but at higher costs”MiniMax M2.5 · Budget-constrained question · warning
“$45,000–$49,000 for Workiva and Optro”GPT-6 Luna · Budget-constrained question · warning
The products named in the same answers as Optro, over the 54 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 48 | 8 | Compare → | |
| 25 | 1 | View → | |
| 24 | 7 | Compare → | |
| 23 | 0 | View → | |
| 16 | 2 | Compare → | |
| 16 | 0 | View → | |
| 15 | 1 | View → | |
| 12 | 0 | View → | |
| 11 | 2 | Compare → | |
| 11 | 0 | View → |
What the models named instead of Optro →
A side-by-side page exists where both products are among a category's top eight.
Stated on Optro's own site, not checked by Gane.
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 →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 54 of the 54 answers that named Optro and are not a share of its labels.
143 of the 162 domain citations in answers naming Optro came from a third party's page.
Pages are listed as the models cited them.
| 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 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,358 | undated | |||
| Webinar or virtual event | 293 | undated | |||
| Report or ebook | 87 | 9 | 2026-09-25 | ||
| Case study | 79 | undated | |||
| Template or tool | 26 | undated | |||
| Glossary or explainer | 20 | undated | |||
| Comparison | 13 | undated | |||
| Conference or event | 12 | undated | |||
| Podcast or video | 2 | undated | |||
| News or press | 2 | undated |
As the event pages on optro.ai state them, read September 28, 2026.
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.