Material Security is an email security product designed to sit on top of Google Workspace · material.security ↗
A product needs 10 labels in a category before a share is stated. Material Security has 6.
“Abnormal Security or Material Security: Modern, API-first options excelling in BEC and post-delivery response.”Grok 4.20 · Scale-constrained question · alternative
“modern platforms like Abnormal Security, Material Security, or Microsoft Defender for Office 365”DeepSeek V4 Flash · Negative question · alternative
“In-tenant ICES (Integrated Cloud Email Security): Ironscales, Abnormal Security, Material Security”Kimi K2 · Negative question · alternative
No model argued against it.
The products named in the same answers as Material Security, over the 13 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 11 | 0 | View → | |
| 10 | 4 | View → | |
| 10 | 1 | View → | |
| 8 | 0 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Material Security'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 12 of the 13 answers that named Material Security and are not a share of its labels.
Thirty-nine of the forty-nine domain citations in answers naming Material Security 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 185 | undated | Email security, MFA | ||
| Glossary or explainer | 26 | 1 | 2026-07-29 | Email security | |
| Podcast or video | 26 | undated | Email security | ||
| Case study | 25 | undated | Email security | ||
| Comparison | 10 | undated | Email security | ||
| Conference or event | 3 | undated | |||
| Webinar or virtual event | 1 | undated |
Every page material.security 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.