4 categories · RankedNightfall AI
Nightfall AI is a cloud-native data loss prevention platform from Nightfall that uses machine learning to detect and protect sensitive data across SaaS applications and generative AI tools · nightfall.ai ↗
Strongest at small business. Ranked 11 of 79 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Purview DLP is first at 51%.
Microsoft Purview DLP is first at 48%. 0 of 14 models made it the first choice when asked directly.
Microsoft Purview DLP is first at 68%.
Why models recommend it
“Look at modern vendors built for mid-market and cloud-first environments (e.g., *Cyberhaven, Nightfall AI, Next DLP, or Code42/Incydr*).”Gemini 3.5 Flash · Scale-constrained question · first choice
“Cyberhaven for full‑lifecycle data lineage, or Nightfall AI for AI‑native detection with low false positives.”GLM 4.7 FlashX · Comparative question · first choice
“Nightfall or Safetica are the best starting points due to their ease of use, cloud focus, and scalability”Mistral Small · Paraphrase question · first choice
“Nightfall and Teramind are the most commonly recommended low-cost commercial picks”Muse Glimmer 30B · Budget-constrained question · first choice
What gives them pause
“Avoid high-end tools like Nightfall AI, IBM Guardium, or Securonix”Grok 4.20 · Budget-constrained question · warning
“Especially attractive to startups and mid-sized firms adopting cloud-first strategies, but lacks network-level DLP and deeper endpoint controls.”Claude Haiku 4.5 · Direct question · warning
“Niche (e.g., Slack/Zendesk-focused or AI-only) and may not cover end-to-end needs.”Grok 4.20 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Nightfall AI, over the 132 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 74 | 30 | Compare → | |
| 56 | 2 | View → | |
| 45 | 8 | Compare → | |
| 43 | 1 | Compare → | |
| 43 | 0 | View → | |
| 40 | 0 | Compare → | |
| 30 | 0 | Compare → | |
| 28 | 2 | View → | |
| 25 | 2 | Compare → | |
| 24 | 0 | Compare → |
What the models named instead of Nightfall AI →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Nightfall AI's own site, not checked by Gane.
- For
- Banks, financial institutions, and others concerned with protecting financial data
- Integrations
- 5
- Certifications
- ISO 27001
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 121 of the 132 answers that named Nightfall AI and are not a share of its labels.
Domains cited
293 of the 319 domain citations in answers naming Nightfall AI 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 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 5 | 0 | 0 | 6 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 4 | 2 | 2 | 8 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 3 | 0 | 5 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 2 | 2 | 0 | 5 |