Cloud-native application protection · Named, not rankedCloudDefense.AI
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. CloudDefense.AI has 3.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Avoid if your needs span multiple clouds or require cutting-edge runtime/agentless balance.”Grok 4.20 · Negative question · warning
“That makes it a caution for organizations needing deep CIEM / identity admin coverage”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as CloudDefense.AI, over the 8 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 7 | 2 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 1 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 8 of the 8 answers that named CloudDefense.AI and are not a share of its labels.
Domains cited
Thirty-four of the thirty-eight domain citations in answers naming CloudDefense.AI came from a third party's page. Four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 3 | 0 | 2026-05-12 | ||
| Template or tool | 2 | 0 | 2026-03-26 | ||
| Glossary or explainer | 1 | 0 | 2026-03-26 |
Most recent
- 2026-05-12Public ai vs private inference comparison
- 2026-03-26Managed hosting vs cloud en comparison
- 2026-03-26Hosting comparison checklist template or tool
- 2026-03-26What is an uptime guarantee glossary or explainer
- 2026-03-23Managed hosting vs cloud comparison
- 2026-03-23Hosting vergelijken checklist template or tool
How it is countedHide how it is counted
Every page cloud.nl 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. Read September 29, 2026.