# ZeroFox vs Proofpoint Digital Risk Protection: which do AI models recommend for DRP, October 2026

IT AI Recommendation Index, October 2026 Edition, Digital risk protection. One of fourteen models named ZeroFox first on the direct prompt; zero named Proofpoint Digital Risk Protection. Page: https://it-ai-index.com/security/digital-risk-protection/zerofox-vs-proofpoint-digital-risk-protection/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ZeroFox | 14% | #2 of 11 | 23% | 47 | 14 of 14 |
| Proofpoint Digital Risk Protection | 2% | #8 of 11 | 25% | 12 | 6 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: zerofox first (first choices: ZeroFox) (alternatives: Bitsight, Proofpoint Digital Risk Protection, SecurityScorecard, UpGuard BreachSight)
- Gemini 3.5 Flash: neither first, one named (first choices: SOCRadar Extended Threat Intelligence) (alternatives: Flare, UpGuard BreachSight, ZeroFox)
- Grok 4.1 Fast: neither first, one named (first choices: UpGuard BreachSight) (alternatives: Rapid7 Threat Command, ZeroFox)
- DeepSeek V4 Flash: neither first, one named (first choices: UpGuard BreachSight) (alternatives: Netcraft, Rapid7, SOCRadar Extended Threat Intelligence, ZeroFox)
- Kimi K2: neither first, one named (first choices: UpGuard BreachSight) (alternatives: Fortra Brand Protection, ZeroFox)
- MiniMax M2.5: neither first, one named (first choices: UpGuard BreachSight) (alternatives: CrowdStrike Falcon, Group-IB Digital Risk Protection, Recorded Future, ZeroFox)
- GPT-6 Luna: neither first, one named (first choices: CybelAngel Core) (alternatives: Bolster, BrandShield, ZeroFox)
- Claude Haiku 4.5: neither named (first choices: Cyble Vision) (alternatives: BlueVoyant Sky, CrowdStrike Falcon, Rapid7 Threat Command, UpGuard BreachSight)
- Perplexity Sonar: neither named (first choices: Rapid7 Threat Command, UpGuard BreachSight) (alternatives: CybelAngel)
- Mistral Small: neither named (first choices: UpGuard BreachSight) (alternatives: Kaduu, Recorded Future)
- Llama 4 Maverick: neither named (first choices: Fortra Brand Protection) (alternatives: Kaduu, Recorded Future, UpGuard BreachSight)
- Qwen 3.7 Flash: neither named (first choices: Rapid7) (alternatives: Corvus Logic, Cyberhaven, Recorded Future, ThreatConnect)
- GLM 4.7 FlashX: neither named (first choices: UpGuard BreachSight) (alternatives: Bolster)
- Muse Glimmer 30B: neither named (first choices: UpGuard BreachSight) (alternatives: CybelAngel)

## What the models said about ZeroFox

- "Users frequently report problems with inefficient alerts, slow performance ... and a high volume of false positives." (Mistral Small, negative prompt, hard negative)
- "What to avoid (If budget is truly limited):- ZeroFox: Median contract value is ~$45,000/year." (DeepSeek V4 Flash, budget prompt, hard negative)
- "ZeroFox – Multiple User Complaints - False positive overload" (Kimi K2, negative prompt, hard negative)
- "Broad external-threat coverage spanning brand and domain abuse, social platforms, executive risks... Look closely at ZeroFox." (GPT-6 Luna, comparative prompt, first choice)
- "If brand, executive, and social media protection with rapid takedowns are your top priorities → ZeroFox" (DeepSeek V4 Flash, comparative prompt, first choice)
- "ZeroFox is highly regarded for its automated threat intelligence, brand defense, and executive protection." (Gemini 3.5 Flash, comparative prompt, first choice)

## What the models said about Proofpoint Digital Risk Protection

- "more suitable than enterprise-heavy platforms like Proofpoint, ReliaQuest, or CrowdStrike" (Perplexity Sonar, direct prompt, soft negative)
- "General Category Red Flags (Applies to Many, e.g., Proofpoint, CloudSEK)" (Grok 4.1 Fast, negative prompt, soft negative)
- "avoid enterprise giants like CrowdStrike/Proofpoint unless scaling soon" (Grok 4.1 Fast, direct prompt, soft negative)
- "Best overall for limited budgets: Proofpoint Digital Risk Protection" (Perplexity Sonar, budget prompt, first choice)
- "Choose Proofpoint if your DRP needs are tightly tied to email security, identity protection, and insider/threat workflows" (GPT-5.4 mini, direct prompt, alternative)
- "Proofpoint is known for identifying and mitigating threats tied to phishing and account takeover attacks" (Claude Haiku 4.5, comparative prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.