Data as of Oct 18, 2026Based on 1,151 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Drata and Vanta are nearly tied across recommendations for automated security compliance and continuous control monitoring. For enterprise risk management and regulatory tracking, MetricStream serves as the usual answer instead.
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | continuous control monitoring and automated evidence collection across security frameworks | continuous control monitoring and automated evidence collection across security frameworks | 58% |
| 2 | fast compliance automation and broad integrations for cloud-native businesses | fast compliance automation and broad integrations for cloud-native businesses | 57% |
| 3 | guided onboarding and automated compliance management for growing tech companies | guided onboarding and automated compliance management for growing tech companies | 40% |
| 4 | comprehensive enterprise risk management and regulatory change monitoring suites | comprehensive enterprise risk management and regulatory change monitoring suites | 34% |
| 5 | cross-framework evidence management and centralized audit tracking | cross-framework evidence management and centralized audit tracking | 34% |
| 6 | 26% | ||
| 7 | cost-effective automated evidence collection and compliance readiness for startups | cost-effective automated evidence collection and compliance readiness for startups | 24% |
| 8 | enterprise data privacy management and global regulatory intelligence tracking | enterprise data privacy management and global regulatory intelligence tracking | 22% |
| 9 | connecting governance and risk policies directly to existing IT operations | connecting governance and risk policies directly to existing IT operations | 22% |
| 10 | 15% | ||
| 11 | flexible no-code process workflows for enterprise risk and regulatory tracking | flexible no-code process workflows for enterprise risk and regulatory tracking | 15% |
| 12 | 14% | ||
| 13 | 12% | ||
| 14 | 11% | ||
| 15 | 11% |
What’s changing · since July
Since July, ServiceNow GRCrising has expanded to become the most named platform for financial risk management. Meanwhile, Riskonnectfalling mentions have decreased across several enterprise risk prompts.
Week of Aug 31–Sep 6 · Since Jul 5
Widest split: ServiceNow GRC, 31% on ChatGPT Search and 14% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Drata | 58% | 56% | |
| Vanta | 57% | 54% | |
| SecureFrame | 40% | 36% | |
| MetricStream | 32% | 37% | |
| Hyperproof | 36% | 32% | |
| Optro | 25% | 30% | |
| Sprinto | 23% | 21% | |
| OneTrust | 20% | 25% | |
| ServiceNow GRC | 31% | 14% | |
| Archer Integrated Risk Management | 24% | 7% |
46% of citations point at the ranked brands’ own sites. gartner.com, optro.ai, youtube.com are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
What are the top enterprise software options for managing governance, risk, and compliance, specifically for handling audits, policies, risk assessments, and board reporting?
What are the most effective solutions for a large company to track regulatory compliance and prepare for SOX audits?
We are looking to unify our security policy repository and ensure every policy is tied to an enterprise risk. How do we achieve this?
What capabilities are essential for monitoring regulatory changes directly inside a GRC platform?
I need to find compliance automation solutions that work well for startups pursuing ISO 27001 certification. Any suggestions?
I need to streamline ISO 27001 certification; which GRC platforms offer automated evidence gathering and management features?
Is there software that allows a financial institution to centralize risk data across all functions, specifically including cross-departmental risk mapping capabilities?
I am an Information Security Manager looking for tools to automate my compliance auditing for frameworks such as ISO 27001 and NIST. What are the top options?
best compliance automation software for small businesses
best compliance automation software for remote teams
What is the best compliance management software?
We need a more robust system for managing compliance and regulatory requirements. Any recs?
What is the best tool for managing and automating our company's security compliance across multiple frameworks (SOC 2, ISO 27001, etc.)?
What is the best vCISO (virtual CISO) service for a CTO at a startup needing to achieve SOC 2 compliance in 6 months?
what regulatory management software should i use?
I want to manage and automate our security compliance against multiple frameworks (PCI, HIPAA, SOX). What is the best compliance automation platform?
The 5 brands that lead or place most often
| Topic | Drata | MetricStream | Vanta | Apptega | SecureFrame |
|---|---|---|---|---|---|
| Led by Drata 5 | |||||
| Compliance automation software for information security managers | |||||
| Multi-framework compliance automation | |||||
| ISO 27001 certification automation | Not named | ||||
| Security policy management | |||||
| Automated evidence collection and control mapping | Not named | Not named | |||
| Led by MetricStream 4 | |||||
| Compliance and regulatory management | Not named | Not named | Not named | ||
| Enterprise GRC management | Not named | ||||
| Financial services risk management | |||||
| Led by Vanta 1 | |||||
| Startup SOC 2 and GDPR readiness | Not named | Not named | |||
| Led by Apptega 1 | |||||
| Compliance management for msps | Not named | ||||
leads second or third named lowerblank: not named
| Not named |
| Not named |
| Regulatory change monitoring | Not named |