What AI assistants actually recommend when buyers ask about infrastructure monitoring tools — measured weekly across 5 engines, published as open data.
Updated 2026-08-07 · 91 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: 91 AI answers · Window: Jul 10, 2026 – Aug 7, 2026 (4-week rolling) · trend vs prior 4 weeks (56 answers)
Across 91 sampled AI answers from 5 engines, Prometheus is recommended most often — appearing in 75.8% of recommendations, followed by Datadog (72.5%) and Dynatrace (59.3%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Prometheus prometheus.io Best for: AI recommends Prometheus most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (100% of those answers) | 75.8% 95% CI 66.1–83.5% 69 mentions · avg pos 6.5 first pick 29% | — | GROK 100%GEMINI 82.1%CHATGPT 100%CLAUDE 50%PERPLEXITY 64.3% | Claim |
| 2 | Datadog datadoghq.com Best for: AI recommends Datadog most when buyers ask “best infrastructure monitoring tools for cloud environments” (100% of those answers) | 72.5% 95% CI 62.6–80.6% 66 mentions · avg pos 10 first pick 33.3% | — | GROK 100%GEMINI 71.4%CHATGPT 92.9%CLAUDE 85.7%PERPLEXITY 50% | Claim |
| 3 | Dynatrace dynatrace.com Best for: AI recommends Dynatrace most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (100% of those answers) | 59.3% 95% CI 49.1–68.9% 54 mentions · avg pos 11.3 first pick 3.7% | — | GROK 85.7%GEMINI 57.1%CHATGPT 78.6%CLAUDE 35.7%PERPLEXITY 57.1% | Claim |
| 4 | New Relic newrelic.com Best for: AI recommends New Relic most when buyers ask “best infrastructure monitoring tools for cloud environments” (100% of those answers) | 58.2% 95% CI 48–67.8% 53 mentions · avg pos 14.3 first pick 5.7% | — | GROK 85.7%GEMINI 57.1%CHATGPT 85.7%CLAUDE 42.9%PERPLEXITY 46.4% | Claim |
| 5 | Zabbix zabbix.com Best for: AI recommends Zabbix most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (92.3% of those answers) | 45.1% 95% CI 35.2–55.3% 41 mentions · avg pos 11.4 first pick 7.3% | — | GROK 57.1%GEMINI 42.9%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 46.4% | Claim |
| 6 | OpenTelemetry opentelemetry.io Best for: AI recommends OpenTelemetry most when buyers ask “how do I set up observability for a microservices architecture” (100% of those answers) | 42.9% 95% CI 33.2–53.1% 39 mentions · avg pos 12.2 first pick 5.1% | — | GROK 71.4%GEMINI 28.6%CHATGPT 71.4%CLAUDE 35.7%PERPLEXITY 39.3% | Claim |
| 7 | Netdata netdata.cloud Best for: AI recommends Netdata most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (92.3% of those answers) | 31.9% 95% CI 23.2–42% 29 mentions · avg pos 11.2 first pick 10.3% | — | GROK 71.4%GEMINI 46.4%CHATGPT 21.4%CLAUDE 21.4%PERPLEXITY 17.9% | Claim |
| 8 | Loki Best for: AI recommends Loki most when buyers ask “how do I set up observability for a microservices architecture” (84.6% of those answers) | 31.9% 95% CI 23.2–42% 29 mentions · avg pos 11.9 first pick 3.4% | — | GROK 85.7%GEMINI 25%CHATGPT 64.3%CLAUDE 35.7%PERPLEXITY 7.1% | Claim |
| 9 | Jaeger jaegertracing.io Best for: AI recommends Jaeger most when buyers ask “how do I set up observability for a microservices architecture” (100% of those answers) | 23.1% 95% CI 15.6–32.7% 21 mentions · avg pos 17.3 first pick 0% | — | GROK 42.9%GEMINI 17.9%CHATGPT 35.7%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 10 | Nagios nagios.org Best for: AI recommends Nagios most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (61.5% of those answers) | 22% 95% CI 14.7–31.5% 20 mentions · avg pos 19.3 first pick 0% | — | GROK 28.6%GEMINI 21.4%CHATGPT 57.1%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 11 | Grafana Loki Best for: AI recommends Grafana Loki most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (30.8% of those answers) | 19.8% 95% CI 12.9–29.1% 18 mentions · avg pos 7 first pick 22.2% | — | GEMINI 25%CHATGPT 50%PERPLEXITY 14.3% | Claim |
| 12 | Checkmk checkmk.com Best for: AI recommends Checkmk most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (61.5% of those answers) | 19.8% 95% CI 12.9–29.1% 18 mentions · avg pos 15.1 first pick 0% | — | GROK 42.9%GEMINI 17.9%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 25% | Claim |
| 13 | OpenObserve openobserve.ai Best for: AI recommends OpenObserve most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (76.9% of those answers) | 18.7% 95% CI 12–27.9% 17 mentions · avg pos 8.5 first pick 5.9% | — | GROK 42.9%GEMINI 17.9%PERPLEXITY 32.1% | Claim |
| 14 | Elasticsearch elastic.co Best for: AI recommends Elasticsearch most when buyers ask “how do I set up observability for a microservices architecture” (69.2% of those answers) | 18.7% 95% CI 12–27.9% 17 mentions · avg pos 19.2 first pick 5.9% | — | GROK 28.6%GEMINI 21.4%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 15 | Splunk splunk.com Best for: AI recommends Splunk most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (38.5% of those answers) | 18.7% 95% CI 12–27.9% 17 mentions · avg pos 21.8 first pick 0% | — | GROK 28.6%GEMINI 14.3%CHATGPT 35.7%CLAUDE 21.4%PERPLEXITY 10.7% | Claim |
| 16 | Grafana grafana.com Best for: AI recommends Grafana most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (30.8% of those answers) | 17.6% 95% CI 11.1–26.7% 16 mentions · avg pos 7.8 first pick 0% | — | GROK 28.6%GEMINI 14.3%CHATGPT 7.1%CLAUDE 50%PERPLEXITY 7.1% | Claim |
| 17 | AWS aws.amazon.com Best for: AI recommends AWS most when buyers ask “best infrastructure monitoring tools for cloud environments” (53.8% of those answers) | 14.3% 95% CI 8.5–22.9% 13 mentions · avg pos 19.5 first pick 15.4% | — | GROK 14.3%GEMINI 7.1%CHATGPT 35.7%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 18 | Alertmanager Best for: AI recommends Alertmanager most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (53.8% of those answers) | 14.3% 95% CI 8.5–22.9% 13 mentions · avg pos 25.2 first pick 7.7% | — | GROK 57.1%GEMINI 7.1%CHATGPT 42.9%PERPLEXITY 3.6% | Claim |
| 19 | Honeycomb honeycomb.io Best for: AI recommends Honeycomb most when buyers ask “how do I set up observability for a microservices architecture” (38.5% of those answers) | 14.3% 95% CI 8.5–22.9% 13 mentions · avg pos 25.3 first pick 0% | — | GROK 28.6%GEMINI 17.9%CHATGPT 21.4%CLAUDE 21.4% | Claim |
| 20 | Coroot Best for: AI recommends Coroot most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (53.8% of those answers) | 13.2% 95% CI 7.7–21.6% 12 mentions · avg pos 6.8 first pick 0% | — | GROK 14.3%GEMINI 10.7%CLAUDE 21.4%PERPLEXITY 17.9% | Claim |
| 21 | Site 24x7 site24x7.com Best for: AI recommends Site 24x7 most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (46.2% of those answers) | 13.2% 95% CI 7.7–21.6% 12 mentions · avg pos 7.7 first pick 0% | — | GEMINI 10.7%CLAUDE 7.1%PERPLEXITY 28.6% | Claim |
| 22 | Icinga icinga.com Best for: AI recommends Icinga most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (61.5% of those answers) | 13.2% 95% CI 7.7–21.6% 12 mentions · avg pos 12.9 first pick 0% | — | GROK 14.3%GEMINI 21.4%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 23 | Splunk Observability | 12.1% 95% CI 6.9–20.4% 11 mentions · avg pos 24.1 first pick 0% | — | GROK 14.3%GEMINI 3.6%CHATGPT 35.7%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 24 | Dash0 dash0.com Best for: AI recommends Dash0 most when buyers ask “which infrastructure monitoring tool has the best Kubernetes support” (61.5% of those answers) | 11% 95% CI 6.1–19.1% 10 mentions · avg pos 4.3 first pick 0% | — | GROK 14.3%GEMINI 7.1%CLAUDE 7.1%PERPLEXITY 21.4% | Claim |
| 25 | PRTG Best for: AI recommends PRTG most when buyers ask “best infrastructure monitoring tools for cloud environments” (30.8% of those answers) | 11% 95% CI 6.1–19.1% 10 mentions · avg pos 13.1 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 26 | SigNoz signoz.io Best for: AI recommends SigNoz most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (76.9% of those answers) | 11% 95% CI 6.1–19.1% 10 mentions · avg pos 17.4 first pick 0% | — | GROK 14.3%GEMINI 7.1%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 27 | ELK Stack Best for: AI recommends ELK Stack most when buyers ask “how do I set up observability for a microservices architecture” (46.2% of those answers) | 9.9% 95% CI 5.3–17.7% 9 mentions · avg pos 7.6 first pick 11.1% | — | GROK 14.3%GEMINI 21.4%CLAUDE 14.3% | Claim |
| 28 | IBM Instana Best for: AI recommends IBM Instana most when buyers ask “best infrastructure monitoring tools for cloud environments” (69.2% of those answers) | 9.9% 95% CI 5.3–17.7% 9 mentions · avg pos 11.8 first pick 0% | — | GROK 14.3%GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 29 | Metoro metoro.io Best for: AI recommends Metoro most when buyers ask “which infrastructure monitoring tool has the best Kubernetes support” (76.9% of those answers) | 8.8% 95% CI 4.5–16.4% 8 mentions · avg pos 5.9 first pick 0% | — | GROK 14.3%GEMINI 7.1%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 30 | LogicMonitor logicmonitor.com Best for: AI recommends LogicMonitor most when buyers ask “best infrastructure monitoring tools for cloud environments” (30.8% of those answers) | 8.8% 95% CI 4.5–16.4% 8 mentions · avg pos 9.6 first pick 0% | — | GROK 28.6%GEMINI 17.9%PERPLEXITY 3.6% | Claim |
| 31 | Zipkin Best for: AI recommends Zipkin most when buyers ask “how do I set up observability for a microservices architecture” (61.5% of those answers) | 8.8% 95% CI 4.5–16.4% 8 mentions · avg pos 21.8 first pick 0% | — | GEMINI 14.3%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 32 | htop Best for: AI recommends htop most when buyers ask “what should I use to monitor CPU, memory, and disk usage across my servers” (46.2% of those answers) | 6.6% 95% CI 3.1–13.6% 6 mentions · avg pos 6.8 first pick 33.3% | — | GROK 14.3%GEMINI 3.6%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 33 | glances Best for: AI recommends glances most when buyers ask “what should I use to monitor CPU, memory, and disk usage across my servers” (46.2% of those answers) | 6.6% 95% CI 3.1–13.6% 6 mentions · avg pos 8 first pick 0% | — | GROK 14.3%GEMINI 3.6%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 34 | Grafana Cloud | 6.6% 95% CI 3.1–13.6% 6 mentions · avg pos 16.4 first pick 0% | — | GROK 28.6%GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 35 | VictoriaMetrics victoriametrics.com Best for: AI recommends VictoriaMetrics most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (46.2% of those answers) | 6.6% 95% CI 3.1–13.6% 6 mentions · avg pos 20.7 first pick 0% | — | GROK 14.3%GEMINI 3.6%CHATGPT 21.4%CLAUDE 7.1% | Claim |
| 36 | Hyperping hyperping.com Best for: AI recommends Hyperping most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (30.8% of those answers) | 5.5% 95% CI 2.4–12.2% 5 mentions · avg pos 6.6 first pick 0% | — | GROK 14.3%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 37 | Thanos Best for: AI recommends Thanos most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (30.8% of those answers) | 5.5% 95% CI 2.4–12.2% 5 mentions · avg pos 12.4 first pick 0% | — | GROK 28.6%GEMINI 7.1%CHATGPT 7.1% | Claim |
| 38 | OpenSearch opensearch.org | 5.5% 95% CI 2.4–12.2% 5 mentions · avg pos 36.8 first pick 0% | — | GROK 14.3%CHATGPT 28.6% | Claim |
| 39 | Fluentd fluentd.org Best for: AI recommends Fluentd most when buyers ask “how do I set up observability for a microservices architecture” (38.5% of those answers) | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 3 first pick 25% | — | GEMINI 10.7%CLAUDE 7.1% | Claim |
| 40 | PerfMon Best for: AI recommends PerfMon most when buyers ask “what should I use to monitor CPU, memory, and disk usage across my servers” (30.8% of those answers) | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 3.3 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 41 | Sensu sensu.io | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 6.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 42 | Cloudaware cloudaware.com Best for: AI recommends Cloudaware most when buyers ask “best infrastructure monitoring tools for cloud environments” (30.8% of those answers) | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 6.7 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 43 | Graylog graylog.org | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1%CHATGPT 7.1%PERPLEXITY 3.6% | Claim |
| 44 | ClickHouse clickhouse.com Best for: AI recommends ClickHouse most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (30.8% of those answers) | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 10.8 first pick 0% | — | GROK 42.9%GEMINI 3.6% | Claim |
| 45 | Slack slack.com | 4.4% 95% CI 1.7–10.8% 4 mentions · avg pos 13.5 first pick 0% | — | GEMINI 10.7%CHATGPT 7.1% | Claim |
| 46 | Resource Monitor | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 3.3 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 47 | vmstat | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 4 first pick 33.3% | — | GROK 14.3%PERPLEXITY 7.1% | Claim |
| 48 | Tempo | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 4.7 first pick 0% | — | GROK 28.6%CLAUDE 7.1% | Claim |
| 49 | IBM API Connect ibm.com Best for: AI recommends IBM API Connect most when buyers ask “infrastructure monitoring tools vs full observability platforms” (53.8% of those answers) | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 5 first pick 0% | — | GROK 28.6%PERPLEXITY 3.6% | Claim |
| 50 | Sysdig sysdig.com | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 7 first pick 0% | — | GROK 14.3%GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 51 | Groundcover groundcover.com Best for: AI recommends Groundcover most when buyers ask “how do I set up observability for a microservices architecture” (38.5% of those answers) | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 9 first pick 0% | — | GROK 14.3%PERPLEXITY 7.1% | Claim |
| 52 | InfluxDB | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 14.3 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 53 | PagerDuty pagerduty.com | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 14.7 first pick 0% | — | GEMINI 7.1%CHATGPT 7.1% | Claim |
| 54 | Pixie px.dev | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 15.3 first pick 0% | — | GROK 14.3%CHATGPT 7.1%CLAUDE 7.1% | Claim |
| 55 | Uptime Kuma uptime.kuma.pet | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 15.7 first pick 0% | — | GROK 14.3%GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 56 | OneUptime oneuptime.com | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 20.3 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 57 | Elastic Stack | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 29.7 first pick 0% | — | GEMINI 7.1%CHATGPT 7.1% | Claim |
| 58 | Istio istio.io | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 31.7 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 59 | Linkerd linkerd.io | 3.3% 95% CI 1.1–9.2% 3 mentions · avg pos 31.7 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 60 | Datadog Log Management datadog.com | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 1 first pick 100% | — | GEMINI 3.6%CHATGPT 7.1% | Claim |
| 61 | Performance Monitor (PerfMon) | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 2.5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 62 | iostat | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 2.5 first pick 50% | — | PERPLEXITY 7.1% | Claim |
| 63 | SysGauge sysgauge.com | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 64 | Helm helm.sh | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 3.5 first pick 50% | — | GROK 14.3%CHATGPT 7.1% | Claim |
| 65 | Dotcom-Monitor dotcom-monitor.com | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 4 first pick 0% | — | GROK 14.3%PERPLEXITY 3.6% | Claim |
| 66 | ManageEngine EventLog Analyzer manageengine.com Best for: AI recommends ManageEngine EventLog Analyzer most when buyers ask “what should I use to monitor CPU, memory, and disk usage across my servers” (30.8% of those answers) | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 6 first pick 0% | — | GROK 14.3%GEMINI 3.6% | Claim |
| 67 | SolarWinds Observability solarwinds.com | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1% | Claim |
| 68 | Coralogix coralogix.com | 2.2% 95% CI 0.6–7.7% 2 mentions · avg pos 16.5 first pick 0% | — | GROK 14.3%GEMINI 3.6% | Claim |
| 69 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “how do I set up observability for a microservices architecture” (30.8% of those answers) | 2.2% 95% CI 0.6–7.7% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 70 | Sematext Synthetics sematext.com | 2.2% 95% CI 0.6–7.7% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 71 | ViaSocket viasocket.com Best for: AI recommends ViaSocket most when buyers ask “best server and infrastructure monitoring platforms for DevOps teams” (38.5% of those answers) | 2.2% 95% CI 0.6–7.7% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 72 | Octopus Deploy octopus.com | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 2 first pick 0% | — | GROK 14.3% | Claim |
| 73 | Cacti cacti.net | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 74 | StackShare stackshare.io | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 7 first pick 0% | — | GROK 14.3% | Claim |
| 75 | cAdvisor | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 8 first pick 0% | — | GROK 14.3% | Claim |
| 76 | kube-state-metrics | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 8 first pick 0% | — | GROK 14.3% | Claim |
| 77 | node-exporter | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 8 first pick 0% | — | GROK 14.3% | Claim |
| 78 | Mimir | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 9 first pick 0% | — | GROK 14.3% | Claim |
| 79 | OpenNMS | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 3.6% | Claim |
| 80 | Pyroscope | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 9 first pick 0% | — | GROK 14.3% | Claim |
| 81 | ServiceNow servicenow.com | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 3.6% | Claim |
| 82 | Telegraf influxdata.com | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 14 first pick 0% | — | CLAUDE 7.1% | Claim |
| 83 | Apigee cloud.google.com | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 44 first pick 0% | — | CLAUDE 7.1% | Claim |
| 84 | AppDynamics appdynamics.com | 1.1% 95% CI 0.2–6% 1 mentions · avg pos 60 first pick 0% | — | CHATGPT 7.1% | Claim |
| 85 | CrowdStrike Falcon crowdstrike.com | 1.1% 95% CI 0.2–6% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 86 | SUSE Edge suse.com Best for: AI recommends SUSE Edge most when buyers ask “open-source alternatives to expensive cloud infrastructure monitoring platforms” (30.8% of those answers) | 1.1% 95% CI 0.2–6% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
Reading the numbers: Share is a point estimate on 91 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.
Not in the answer? That's fixable.
Check Your AI Visibility →© 2026 Orbator. All rights reserved.