Gurucul
Why models recommend it
“Gurucul is highlighted for its enterprise-grade capabilities and strong integration with other systems”Mistral Small · Comparative question · alternative
“highlighted for their effectiveness and scalability, especially for large enterprises”Mistral Small · Negative question · alternative
“Best for Predictive Risk: Gurucul or Living Security (fewer alerts, human-focused)”Grok 4.20 · Comparative question · alternative
“Gurucul (Product leadership in analytics)”Grok 4.20 · Comparative question · alternative
What gives them pause
“These broaden ITDR definitions but can be less mature.”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Gurucul, over the 38 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 4 | View → | |
| 13 | 1 | View → | |
| 13 | 0 | View → | |
| 12 | 4 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 1 | View → | |
| 10 | 1 | View → | |
| 10 | 0 | View → | |
| 9 | 3 | 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 38 of the 38 answers that named Gurucul and are not a share of its labels.
Domains cited
100 of the 100 domain citations in answers naming Gurucul came from a third party's page.
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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |