What AI assistants actually recommend when buyers ask about ai tools for cybersecurity professionals — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 70 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 70 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 70 sampled AI answers from 4 engines, Charlotte AI is recommended most often — appearing in 37.1% of recommendations, followed by CrowdStrike Falcon (35.7%) and Microsoft Sentinel (27.1%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Charlotte AI Best for: AI recommends Charlotte AI most when buyers ask “best AI assistant for threat detection and security monitoring” (91.7% of those answers) | 37.1% 95% CI 26.8–48.9% 26 mentions · avg pos 5 first pick 34.6% | — | GEMINI 32.1%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 2 | CrowdStrike Falcon crowdstrike.com Best for: AI recommends CrowdStrike Falcon most when buyers ask “best AI assistant for threat detection and security monitoring” (91.7% of those answers) | 35.7% 95% CI 25.5–47.4% 25 mentions · avg pos 4.5 first pick 40% | — | GEMINI 46.4%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 3 | Microsoft Sentinel Best for: AI recommends Microsoft Sentinel most when buyers ask “what AI tool should I use to automate security log analysis” (91.7% of those answers) | 27.1% 95% CI 18.1–38.5% 19 mentions · avg pos 6.8 first pick 21.1% | — | GEMINI 25%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 4 | Splunk splunk.com Best for: AI recommends Splunk most when buyers ask “what AI tool should I use to automate security log analysis” (91.7% of those answers) | 25.7% 95% CI 16.9–37% 18 mentions · avg pos 13.1 first pick 5.6% | — | GEMINI 17.9%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 5 | Microsoft microsoft.com Best for: AI recommends Microsoft most when buyers ask “best AI assistant for threat detection and security monitoring” (33.3% of those answers) | 22.9% 95% CI 14.6–34% 16 mentions · avg pos 7 first pick 25% | — | GEMINI 17.9%CHATGPT 71.4%PERPLEXITY 21.4% | Claim |
| 6 | Darktrace Best for: AI recommends Darktrace most when buyers ask “best AI assistant for threat detection and security monitoring” (75% of those answers) | 21.4% 95% CI 13.4–32.4% 15 mentions · avg pos 7.7 first pick 13.3% | — | GEMINI 25%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 7 | Cortex XSIAM Best for: AI recommends Cortex XSIAM most when buyers ask “best AI tools for cybersecurity analysts and security teams” (58.3% of those answers) | 21.4% 95% CI 13.4–32.4% 15 mentions · avg pos 8.3 first pick 6.7% | — | GEMINI 21.4%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 8 | Vectra AI Best for: AI recommends Vectra AI most when buyers ask “best AI assistant for threat detection and security monitoring” (66.7% of those answers) | 20% 95% CI 12.3–30.8% 14 mentions · avg pos 7.1 first pick 0% | — | GEMINI 21.4%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 9 | SentinelOne Singularity sentinelone.com Best for: AI recommends SentinelOne Singularity most when buyers ask “best AI tools for cybersecurity analysts and security teams” (66.7% of those answers) | 17.1% 95% CI 10.1–27.6% 12 mentions · avg pos 5.9 first pick 0% | — | GEMINI 28.6%PERPLEXITY 14.3% | Claim |
| 10 | Wiz wiz.io Best for: AI recommends Wiz most when buyers ask “best AI tools for cybersecurity analysts and security teams” (41.7% of those answers) | 17.1% 95% CI 10.1–27.6% 12 mentions · avg pos 7.8 first pick 8.3% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 32.1% | Claim |
| 11 | Microsoft Security Copilot Best for: AI recommends Microsoft Security Copilot most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (50% of those answers) | 15.7% 95% CI 9–26% 11 mentions · avg pos 5.9 first pick 18.2% | — | GEMINI 10.7%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 17.9% | Claim |
| 12 | Prophet Security prophetsecurity.ai Best for: AI recommends Prophet Security most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (66.7% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 5.1 first pick 20% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 17.9% | Claim |
| 13 | Autoencoders Best for: AI recommends Autoencoders most when buyers ask “how do I use AI to detect anomalies in network traffic” (100% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 13.2 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 14 | Python python.org Best for: AI recommends Python most when buyers ask “how do I use AI to detect anomalies in network traffic” (41.7% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 17.3 first pick 0% | — | GEMINI 17.9%CHATGPT 28.6%PERPLEXITY 10.7% | Claim |
| 15 | Stellar Cyber stellarcyber.ai Best for: AI recommends Stellar Cyber most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (50% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 7 first pick 11.1% | — | GEMINI 10.7%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 16 | Purple AI Best for: AI recommends Purple AI most when buyers ask “best AI assistant for threat detection and security monitoring” (50% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 7.5 first pick 0% | — | GEMINI 17.9%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 17 | Isolation Forest Best for: AI recommends Isolation Forest most when buyers ask “how do I use AI to detect anomalies in network traffic” (83.3% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 11.6 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 18 | NetFlow Best for: AI recommends NetFlow most when buyers ask “how do I use AI to detect anomalies in network traffic” (75% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 1.9 first pick 75% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 19 | Garak Best for: AI recommends Garak most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (50% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 8.5 first pick 12.5% | — | GEMINI 21.4%PERPLEXITY 7.1% | Claim |
| 20 | Snyk snyk.io Best for: AI recommends Snyk most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (50% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 12.4 first pick 0% | — | GEMINI 21.4%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 21 | Wazuh wazuh.com Best for: AI recommends Wazuh most when buyers ask “best AI assistant for threat detection and security monitoring” (33.3% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 17.3 first pick 0% | — | GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 14.3% | Claim |
| 22 | Palo Alto Cortex XSIAM Best for: AI recommends Palo Alto Cortex XSIAM most when buyers ask “best AI tools for cybersecurity analysts and security teams” (41.7% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 6 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 23 | HiddenLayer Best for: AI recommends HiddenLayer most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 7.8 first pick 14.3% | — | GEMINI 10.7%PERPLEXITY 14.3% | Claim |
| 24 | Protect AI Best for: AI recommends Protect AI most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 8.3 first pick 0% | — | GEMINI 14.3%PERPLEXITY 10.7% | Claim |
| 25 | K-means Best for: AI recommends K-means most when buyers ask “how do I use AI to detect anomalies in network traffic” (66.7% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 14.3 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 26 | IBM QRadar Best for: AI recommends IBM QRadar most when buyers ask “what AI tool should I use to automate security log analysis” (41.7% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 4.7 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 27 | Swimlane Turbine swimlane.com Best for: AI recommends Swimlane Turbine most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (50% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 5.7 first pick 0% | — | GEMINI 10.7%PERPLEXITY 10.7% | Claim |
| 28 | Mindgard | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 8.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 29 | Sumo Logic sumologic.com Best for: AI recommends Sumo Logic most when buyers ask “what AI tool should I use to automate security log analysis” (75% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 9 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 30 | CrowdStrike Charlotte AI Best for: AI recommends CrowdStrike Charlotte AI most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (41.7% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 11 first pick 16.7% | — | CHATGPT 28.6%PERPLEXITY 14.3% | Claim |
| 31 | Zeek zeek.org Best for: AI recommends Zeek most when buyers ask “how do I use AI to detect anomalies in network traffic” (58.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 14.7 first pick 66.7% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 32 | Random Forest Best for: AI recommends Random Forest most when buyers ask “how do I use AI to detect anomalies in network traffic” (75% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 16 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 33 | DBSCAN Best for: AI recommends DBSCAN most when buyers ask “how do I use AI to detect anomalies in network traffic” (58.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 16.4 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 34 | AWS aws.amazon.com Best for: AI recommends AWS most when buyers ask “how can AI help security teams respond to incidents faster” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 20 first pick 0% | — | GEMINI 7.1%CHATGPT 42.9%PERPLEXITY 3.6% | Claim |
| 35 | sFlow Best for: AI recommends sFlow most when buyers ask “how do I use AI to detect anomalies in network traffic” (41.7% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 1 first pick 100% | — | GEMINI 14.3%PERPLEXITY 3.6% | Claim |
| 36 | Prompt Security | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 5.2 first pick 60% | — | GEMINI 7.1%PERPLEXITY 10.7% | Claim |
| 37 | Radiant Security | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 7.3 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 38 | Exabeam exabeam.com Best for: AI recommends Exabeam most when buyers ask “what AI tool should I use to automate security log analysis” (33.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 7.5 first pick 0% | — | GEMINI 10.7%PERPLEXITY 7.1% | Claim |
| 39 | Torq torq.io Best for: AI recommends Torq most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (41.7% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 8 first pick 0% | — | CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 40 | Prisma AIRS | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 10.8 first pick 0% | — | GEMINI 14.3%PERPLEXITY 3.6% | Claim |
| 41 | scikit-learn Best for: AI recommends scikit-learn most when buyers ask “how do I use AI to detect anomalies in network traffic” (58.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 28.8 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 42 | IPFIX Best for: AI recommends IPFIX most when buyers ask “how do I use AI to detect anomalies in network traffic” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 1.3 first pick 75% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 43 | Vectra AI Platform vectra.ai | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 3.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 44 | Purple Llama Best for: AI recommends Purple Llama most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 3.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 45 | ReliaQuest GreyMatter reliaquest.com Best for: AI recommends ReliaQuest GreyMatter most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (50% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 4.7 first pick 25% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 46 | Microsoft Purview Best for: AI recommends Microsoft Purview most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (41.7% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 5.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 10.7% | Claim |
| 47 | Cortex XSOAR paloaltonetworks.com Best for: AI recommends Cortex XSOAR most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (41.7% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 6 first pick 25% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 48 | Recorded Future recordedfuture.com Best for: AI recommends Recorded Future most when buyers ask “best AI tools for cybersecurity analysts and security teams” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 6.3 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 49 | Cycode AI-Native Application Security Platform cycode.com Best for: AI recommends Cycode AI-Native Application Security Platform most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 6.7 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 50 | Hunto AI Best for: AI recommends Hunto AI most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 8.5 first pick 25% | — | GEMINI 14.3% | Claim |
| 51 | Rapid7 | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 10.8 first pick 0% | — | GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 52 | Support Vector Machines Best for: AI recommends Support Vector Machines most when buyers ask “how do I use AI to detect anomalies in network traffic” (41.7% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 11 first pick 0% | — | GEMINI 14.3% | Claim |
| 53 | Dynatrace dynatrace.com Best for: AI recommends Dynatrace most when buyers ask “what AI tool should I use to automate security log analysis” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 13.8 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 54 | XGBoost xgboost.readthedocs.io Best for: AI recommends XGBoost most when buyers ask “how do I use AI to detect anomalies in network traffic” (41.7% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 20.7 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 55 | Metasploit metasploit.com Best for: AI recommends Metasploit most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (50% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 33 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 56 | TensorFlow tensorflow.org Best for: AI recommends TensorFlow most when buyers ask “how do I use AI to detect anomalies in network traffic” (50% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 33.5 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 57 | Varonis | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 2.7 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 58 | AI Gateway | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 5.3 first pick 33.3% | — | GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 59 | Prompt Guard | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 6.3 first pick 0% | — | GEMINI 10.7% | Claim |
| 60 | Checkmarx One Assist checkmarx.com Best for: AI recommends Checkmarx One Assist most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (50% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 6.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 61 | Energent.ai energent.ai Best for: AI recommends Energent.ai most when buyers ask “what AI tool should I use to automate security log analysis” (41.7% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 7.3 first pick 66.7% | — | GEMINI 10.7% | Claim |
| 62 | Bitdefender GravityZone bitdefender.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 63 | Veracode veracode.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 9.7 first pick 0% | — | GEMINI 10.7% | Claim |
| 64 | ELK Stack | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 65 | Promptfoo promptfoo.dev | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10.3 first pick 0% | — | GEMINI 10.7% | Claim |
| 66 | Aim Security | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10.7 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 67 | Elasticsearch elastic.co Best for: AI recommends Elasticsearch most when buyers ask “what AI tool should I use to automate security log analysis” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 12.3 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 68 | FireTail | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 15.3 first pick 0% | — | GEMINI 10.7% | Claim |
| 69 | LogicMonitor logicmonitor.com Best for: AI recommends LogicMonitor most when buyers ask “what AI tool should I use to automate security log analysis” (50% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 20 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 70 | PentestGPT Best for: AI recommends PentestGPT most when buyers ask “which AI security tool is best for SOC teams vs independent pen testers” (41.7% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 24 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 71 | PyTorch pytorch.org Best for: AI recommends PyTorch most when buyers ask “how do I use AI to detect anomalies in network traffic” (41.7% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 34.7 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 72 | Lakera Guard lakera.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 1 first pick 50% | — | PERPLEXITY 7.1% | Claim |
| 73 | Lasso Security | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 1 first pick 50% | — | PERPLEXITY 7.1% | Claim |
| 74 | BigID bigid.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 2.5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 75 | Sentra sentra.io | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 2.5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 76 | Darktrace Cyber AI Analyst darktrace.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 3.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 77 | SigNoz signoz.io | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 78 | Elastic Stack Best for: AI recommends Elastic Stack most when buyers ask “what AI tool should I use to automate security log analysis” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 79 | IBM API Connect ibm.com Best for: AI recommends IBM API Connect most when buyers ask “what AI tool should I use to automate security log analysis” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 80 | TrueFoundry truefoundry.com Best for: AI recommends TrueFoundry most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (41.7% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 81 | Malwarebytes malwarebytes.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1% | Claim |
| 82 | Sequirly sequirly.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1% | Claim |
| 83 | Simbian | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 84 | Nightfall nightfall.ai Best for: AI recommends Nightfall most when buyers ask “alternatives to big enterprise AI security platforms for smaller teams” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 85 | Nightfall AI | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 86 | LogRhythm | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 87 | RunReveal | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 88 | Datadog datadoghq.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 7.1% | Claim |
| 89 | Azure SQL Serverless learn.microsoft.com Best for: AI recommends Azure SQL Serverless most when buyers ask “how can AI help security teams respond to incidents faster” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 11 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 90 | Cranium | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 91 | NeuralTrust | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 12.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 92 | Decision Trees | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 13.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 93 | Arctic Wolf arcticwolf.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 18 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 94 | Graylog graylog.org | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 23 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 95 | Suricata suricata.io | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 42.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 96 | Google Chronicle chronicle.security | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 97 | GitHub Enterprise | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 98 | ModelScan | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 99 | Grafana Loki | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 100 | OpenObserve openobserve.ai | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 3.6% | Claim |
Reading the numbers: Share is a point estimate on 70 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
What AI recommends in adjacent categories — same method, fresh weekly.
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