| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Insider risk management | Security operations | 2% | 17 of 84 | 0% | 1 | under 10 labels · led by Microsoft Purview Insider Risk Management at 22% | |
| Identity threat detection and response | Identity and access | 2% | 12 of 105 | 0% | 1 | under 10 labels · led by Huntress Managed ITDR at 51% | |
| SaaS security posture management | Security operations | 2% | 13 of 95 | 14% | 7 | under 10 labels · led by Wing Security at 30% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 2 | 0 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
“Best budget choice: use SSPM you already have licensed... start with Microsoft Defender for Cloud Apps” GPT-6 Luna · SSPM · budget prompt · first choice
“Best Overall for Microsoft Shops ... this is the most logical starting point.” Qwen 3.7 Flash · ITDR · direct prompt · first choice
“Verdict: Start here first. The integration friction is non-existent.” Qwen 3.7 Flash · Insider risk · paraphrase prompt · first choice
“the default choice for Microsoft-centric organizations, offering SSPM out of the box with M365 E5 licensing” DeepSeek V4 Flash · SSPM · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“SSE / CASB vendors with bolted-on SSPM... less a pure SSPM play” Muse Glimmer 30B · SSPM · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 21 of the 25 answers that named Microsoft Defender for Cloud Apps and are not a share of its labels.
Eighty-six of the eighty-six domain citations in answers naming Microsoft Defender for Cloud Apps came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Microsoft Defender for Cloud Apps's own pages state, read October 5, 2026: microsoft.com/en-us/microsoft-365/business-insights-ideas/resources/5-reasons-to-consolidate-your-cloud-apps, microsoft.com/en-us/microsoft-365/business-insights-ideas/resources/improving-hybrid-cloud-security-with-a-zero-trust-framework, microsoft.com/en-us/microsoft-365/business-insights-ideas/resources/how-a-cloud-app-security-broker-casb-enhances-security-while-enabling-productivity. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Microsoft Defender for Cloud Apps's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Microsoft Defender for Cloud Apps, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Microsoft Defender for Cloud Apps by email, built from the raw record of the edition. It shows: