Vanta is a compliance automation platform that automates security monitoring and the certification process for SOC 2, HIPAA, ISO 27001, PCI and GDPR · vanta.com ↗
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%. 0 of 14 models made it the first choice when asked directly.
Workiva is first at 23%.
“Compare Vanta too; it emphasizes automated evidence collection and technical-control monitoring.”GPT-6 Luna · Paraphrase question · alternative
“Can be economical if the company already uses the platform and only needs to add SOX ITGC controls”Perplexity Sonar · Budget-constrained question · alternative
“Hyperproof or Drata/Vanta is the fastest, lowest overhead way to get a control inventory”Muse Glimmer 30B · Paraphrase question · alternative
“Best Overall for IT & Security Controls (B2B SaaS / Tech): Drata or Vanta”Gemini 3.5 Flash · Paraphrase question · alternative
“excellent for fast, compliance‑automation‑first setups ... but they're lighter on broader risk and governance features”GLM 4.7 FlashX · Paraphrase question · warning
“Excellent automation (400+ integrations, continuous monitoring), but pricing is quote-based (often $10K–$50K+/year)”Grok 4.20 · Budget-constrained question · warning
“Be cautious with: Vanta, Drata, OneTrust, and similar platforms that market heavily on "automated audits."”Kimi K2 · Negative question · warning
“tools like Vanta/Drata (more compliance automation than full internal controls)”Grok 4.20 · Comparative question · warning
The products named in the same answers as Vanta, over the 67 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 48 | 1 | View → | |
| 44 | 6 | View → | |
| 31 | 3 | View → | |
| 30 | 11 | View → | |
| 25 | 3 | View → | |
| 25 | 1 | View → | |
| 20 | 7 | View → | |
| 20 | 4 | View → | |
| 19 | 2 | View → | |
| 17 | 2 | View → |
What the models named instead of Vanta →
A side-by-side page exists where both products are among a category's top eight.
Stated on Vanta'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 61 of the 67 answers that named Vanta and are not a share of its labels.
199 of the 199 domain citations in answers naming Vanta 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 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 2 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 812 | 78 | 2026-09-29 | ||
| Webinar or virtual event | 245 | 1 | 2026-07-21 | ||
| Case study | 116 | undated | |||
| Template or tool | 96 | 2 | 2026-08-14 | ||
| Comparison | 50 | 5 | 2026-09-29 | ||
| Glossary or explainer | 41 | 13 | 2026-09-24 | ||
| Report or ebook | 27 | undated | |||
| Conference or event | 11 | undated | |||
| Podcast or video | 1 | undated |
As the event pages on vanta.com state them, read September 28, 2026.
Every page vanta.com 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.