Data month 2026-08
Best AI Safety Tools
As of 2026-08, AlphaMoat tracks 394 AI websites tagged AI Safety. The most visited is Harness with 871.9K monthly visits (-2.2% MoM). Ranked by latest monthly traffic, updated monthly.
#ProductCompanyIndustryVisitsMoM
1
HarnessProgramming871.9K-2.2%
An AI DevOps platform spanning delivery, testing, security, and cost optimization.
2
SnykGeneral AI849.6K-12%
Continuously verify AI-generated code and protect model agents and apps.
3
OrcaRouterGeneral AI833.0K+931.4%
A production-ready OpenAI-compatible AI gateway that unifies multi-model routing.
4
Aikido SecurityProgramming686.6K+17.1%
Unified detection, pentest, and threat blocking from code to runtime.
5
TencentGeneral AI539.1K+15.8%
An AI-generated-content detection tool from Tencent's Zhuque Lab.
6
METRGeneral AI446.7K+76.2%
Independently assessing frontier AI capability risk and real-work impact.
7
HiveGeneral AI279.6K+30%
Identify and understand multimedia content through model APIs for moderation.
8
SemgrepProgramming254.0K-10.8%
Scan code, dependencies, and secrets to locate fixable security issues.
9
GitGuardianProgramming223.2K-11.5%
Scan code repos and developer devices for leaked credentials.
10
AdaptiveGeneral AI202.2K+12.3%
Train employees to spot AI cyber threats with simulated attacks.
11
CoderProgramming200.0K-8.3%
Securely host and govern AI coding agents for enterprises
12
Orca SecurityProgramming164.8K+5.8%
Unified discovery and remediation of cloud-environment security risks.
13
PromptfooGeneral AI158.2K-13.7%
Open-source evaluation and red-teaming for LLM apps and agents
14
LakeraGeneral AI138.8K-41.7%
Protect generative AI agents and MCP applications from risk.
15
Horizon3.aiProgramming136.3K+2.1%
Validate exploitable paths in enterprise environments with real attacks.
16
ScalekitOther Industries134.5K+72.4%
Access control for AI agents
17
GraviteeProgramming134.4K-6.4%
An enterprise platform unifying control of agents, APIs, and event streams.
18
CybleProgramming128.4K-27.9%
Continuously monitor external cyber threats with AI intelligence.
19
RhombusGeneral AI127.9K-9.1%
Protects business premises with cloud video, access control, and sensors
20
IronscalesProgramming121.9K+19%
Use AI detection, automation, and DMARC to guard enterprise email threats.
21
XBOWProgramming120.8K+8.1%
Use autonomous attacks and real exploit validation to verify enterprise security flaws.
22
AquaProgramming120.6K+19.2%
Protect cloud-native container supply chains and runtime environments.
23
Endor LabsProgramming117.8K-20.7%
Scan and fix application-security risks in human and AI code.
24
CyeraProgramming113.7K-12.3%
Discover, classify and protect enterprise sensitive data and AI use.
25
WallarmGeneral AI113.5K-4.6%
Discover and protect enterprise AI workloads and sensitive interactions.
26
SilverfortProgramming112.3K-5.3%
Unified protection for cloud, on-prem, human, machine, and AI identities.
27
UpwindProgramming107.7K+5.2%
Protect cloud and AI workloads in real time with runtime context.
28
MindgardGeneral AI107.0K-22.4%
Automatically discovers, assesses, and attack-tests risk in AI systems
29
Gray SwanOther Industries99.3K+66.8%
Enterprise security platform for AI applications
30
TranscendOther Industries89.0K+5.2%
Real-time data governance and decisioning layer
31
HalcyonProgramming88.9K-13.6%
A resilience platform dedicated to detecting, disrupting, and defeating ransomware attacks.
32RecoGeneral AI84.4K-6.3%
33
Nozomi NetworksProgramming83.6K-13.9%
Protect industrial control networks and endpoints with AI threat insights.
34LayerXGeneral AI77.5K-28.7%
35
Beagle SecurityProgramming76.9K+42.8%
Security platform that automatically penetration-tests websites and APIs.
36
BigIDIndustry Services76.3K-1.9%
An enterprise platform for data discovery, security, privacy, and AI governance.
37
Noma SecurityGeneral AI76.2K-27.3%
An AI security platform providing protection for LLMs, RAG, and agents.
38
ZenityGeneral AI71.8K-2.9%
Continuously discover and govern security risks of enterprise AI Agents.
39
ModulateAudio71.5K-19.7%
AI listening and moderation technology for voice safety in games
40
BlockSecProgramming71.4K-15%
Audit, monitoring and real-time attack blocking for DeFi protocols
41
Cequence SecurityProgramming69.0K-10.7%
Discover and block API automated attacks and business abuse.
42
ArmorCodeProgramming68.1K+4.4%
Use agents to unify discovery, prioritization, and remediation of app-security flaws.
43
ObsidianProgramming67.8K+3%
Discover and block identity threats in SaaS and AI apps.
44
Bright SecurityProgramming66.7K-6.1%
Combine dynamic testing and runtime validation to auto-fix app vulnerabilities.
46
WillowProgramming61.8K+41.9%
Platform unifying enterprise AI agent identity and tool access
47
HacktronGeneral AI60.8K-18.4%
Auto-reviews every PR and verifies exploitable security flaws.
48
ReliaQuestProgramming60.5K-9.5%
Use agentic AI to automate security operations and threat defense.
49
AponoOther Industries60.1K-9.3%
A cloud-native dynamic access governance platform.
50
Fiddler AIGeneral AI57.2K+3.4%
Evaluate and monitor performance risks in machine learning models
Related tags
Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.