Subcategory

Monitoring & Observability Tools

This index adds up the scores of 7 questions. 134 brands are ranked.

Edition
Nov 12, 2026
Methodology
v5.0

AI Visibility Ranking

Brands across every question in this category, ordered by GenRank score.

#BrandScore

The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology

The questions behind this index

7

Each question with its top three brands by GenRank score and how many brands its answers named.

Rank trend

Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.

Named by surface

Each cell: of the surface's 7 answers, how many named the brand. Darker means named more often.

Window
Oct 18, 2026 ~ Nov 8, 2026
Named by surface
BrandGoogle AI OverviewsChatGPTClaudeGeminiGoogle AI ModeMicrosoft Copilot
1Datadog546644
2Prometheus423352
3Grafana322233
4New Relic213441
5Dynatrace122332
6Grafana Loki221431
7Uptime Kuma322320
8Better Stack122313
9Sentry121111
10SigNoz104323
11UptimeRobot211111
12Zabbix211212
13Splunk102122
14Elastic Stack101322
15OpenTelemetry122220

Named alongside

Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.

Named alongsideBrands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.Datadog: named in 37 answersDatadogPrometheus: named in 27 answersPrometheusGrafana: named in 23 answersGrafanaNew Relic: named in 21 answersNew RelicDynatrace: named in 21 answersDynatraceGrafana Loki: named in 18 answersGrafana LokiUptime Kuma: named in 13 answersUptime KumaBetter Stack: named in 13 answersBetter StackSentry: named in 10 answersSentrySigNoz: named in 19 answersSigNozUptimeRobot: named in 7 answersUptimeRobotZabbix: named in 12 answersZabbixSplunk: named in 8 answersSplunkElastic Stack: named in 9 answersElastic StackOpenTelemetry: named in 15 answersOpenTelemetryNetdata: named in 10 answersNetdataOpenObserve: named in 7 answersOpenObserveHoneycomb: named in 11 answersHoneycombTempo: named in 12 answersTempoPingdom: named in 7 answersPingdomBugsnag: named in 6 answersBugsnagJaeger: named in 12 answersJaegerRollbar: named in 4 answersRollbarSplunk Observability Cloud: named in 6 answersGrafana Cloud: named in 9 answersGrafana CloudGlitchTip: named in 5 answersGlitchTipGraylog: named in 5 answersGraylogSite24x7: named in 7 answersSite24x7Hyperping: named in 4 answersHyperpingLibreNMS: named in 4 answersLibreNMS
  • Answers naming the brand
  • 4
  • 10
  • 37
  • Answers naming both
  • 1
  • 22
Named alongsideBrands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.Datadog: named in 37 answersDatadogPrometheus: named in 27 answersPrometheusGrafana: named in 23 answersGrafanaNew Relic: named in 21 answersNew RelicDynatrace: named in 21 answersDynatraceGrafana Loki: named in 18 answersGrafana LokiUptime Kuma: named in 13 answersUptime KumaBetter Stack: named in 13 answersSentry: named in 10 answersSentrySigNoz: named in 19 answersSigNozUptimeRobot: named in 7 answersUptimeRobotZabbix: named in 12 answersZabbixSplunk: named in 8 answersSplunkElastic Stack: named in 9 answersOpenTelemetry: named in 15 answersOpenTelemetryNetdata: named in 10 answersNetdataOpenObserve: named in 7 answersOpenObserveHoneycomb: named in 11 answersHoneycombTempo: named in 12 answersTempoPingdom: named in 7 answersPingdomBugsnag: named in 6 answersBugsnagJaeger: named in 12 answersJaegerRollbar: named in 4 answersSplunk Observability Cloud: named in 6 answersGrafana Cloud: named in 9 answersGrafana CloudGlitchTip: named in 5 answersGlitchTipGraylog: named in 5 answersGraylogSite24x7: named in 7 answersSite24x7Hyperping: named in 4 answersHyperpingLibreNMS: named in 4 answersLibreNMS
  • Answers naming the brand
  • 4
  • 10
  • 37
  • Answers naming both
  • 1
  • 22
Named alongside
BrandAnswers naming the brandNamed alongside
Datadog37New Relic (20), Dynatrace (20), Prometheus (20)
Prometheus27Grafana (22), Datadog (20), Dynatrace (17)
Grafana23Prometheus (22), Datadog (16), Dynatrace (15)
New Relic21Datadog (20), Dynatrace (16), Prometheus (14)
Dynatrace21Datadog (20), Prometheus (17), New Relic (16)
Grafana Loki18Datadog (17), New Relic (12), Prometheus (12)
Uptime Kuma13Prometheus (9), Netdata (7), Grafana (7)
Better Stack13Datadog (10), Pingdom (7), Grafana Loki (6)
Sentry10Datadog (10), New Relic (8), Bugsnag (6)
SigNoz19Prometheus (15), Datadog (14), Dynatrace (12)
UptimeRobot7Uptime Kuma (6), Pingdom (5), Better Stack (5)
Zabbix12Prometheus (12), Grafana (11), Netdata (8)
Splunk8Datadog (7), Grafana Loki (5), New Relic (5)
Elastic Stack9Grafana Loki (8), Datadog (7), Splunk (5)
OpenTelemetry15Prometheus (15), Grafana (14), Dynatrace (12)
Netdata10Prometheus (10), Grafana (10), Zabbix (8)
OpenObserve7SigNoz (6), Prometheus (5), Datadog (4)
Honeycomb11Dynatrace (11), Datadog (11), Prometheus (9)
Tempo12Dynatrace (12), Prometheus (12), Datadog (12)
Pingdom7Better Stack (7), Uptime Kuma (6), UptimeRobot (5)
Bugsnag6Datadog (6), Sentry (6), GlitchTip (5)
Jaeger12Prometheus (11), Grafana (10), SigNoz (10)
Rollbar4Datadog (4), Sentry (4), Bugsnag (4)
Splunk Observability Cloud6Prometheus (6), Datadog (6), OpenTelemetry (5)
Grafana Cloud9Dynatrace (9), Datadog (9), Prometheus (8)
GlitchTip5Datadog (5), Sentry (5), Bugsnag (5)
Graylog5Grafana Loki (5), Datadog (5), Splunk (5)
Site24x77Datadog (6), New Relic (5), Dynatrace (5)
Hyperping4UptimeRobot (4), Pingdom (4), Better Stack (4)
LibreNMS4Netdata (4), Prometheus (4), Grafana (4)

Most cited sources

Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.

Sources and brands

Which cited sources appear in the answers that name each brand, counted in answers.

Sources and brandsWhich cited sources appear in the answers that name each brand, counted in answers.openobserve.ai cited in 6 answers naming Prometheusnetdata.cloud cited in 5 answers naming Grafanadatadoghq.com cited in 5 answers naming Datadogdatadoghq.com cited in 5 answers naming Grafana Lokiopenobserve.ai cited in 5 answers naming Datadogsignoz.io cited in 5 answers naming Datadoggrafana.com cited in 5 answers naming Datadogopenobserve.ai cited in 5 answers naming Dynatraceyoutube.com cited in 5 answers naming Datadognetdata.cloud cited in 5 answers naming Prometheusopenobserve.ai cited in 5 answers naming Grafanaopentelemetry.io cited in 4 answers naming Dynatraceopentelemetry.io cited in 4 answers naming Grafananetdata.cloud cited in 4 answers naming Datadoggrafana.com cited in 4 answers naming Grafana Lokidatadoghq.com cited in 4 answers naming New Relicopentelemetry.io cited in 4 answers naming Datadogopentelemetry.io cited in 4 answers naming Prometheusnewrelic.com cited in 3 answers naming New Relicdatadoghq.com cited in 3 answers naming Dynatracedatadoghq.com cited in 3 answers naming Prometheusdatadoghq.com cited in 3 answers naming Grafanagrafana.com cited in 3 answers naming New Relicgrafana.com cited in 3 answers naming Dynatracenetdata.cloud cited in 3 answers naming New Relicnetdata.cloud cited in 3 answers naming Uptime Kumanetdata.cloud cited in 3 answers naming Dynatracenewrelic.com cited in 3 answers naming Dynatracenewrelic.com cited in 3 answers naming Prometheusnewrelic.com cited in 3 answers naming Datadognewrelic.com cited in 3 answers naming Grafanaopenobserve.ai cited in 3 answers naming New Relicopentelemetry.io cited in 3 answers naming Grafana Lokiopentelemetry.io cited in 3 answers naming New Relicsignoz.io cited in 3 answers naming Grafana Lokisignoz.io cited in 3 answers naming Prometheusyoutube.com cited in 3 answers naming Grafana Lokiyoutube.com cited in 3 answers naming New Relicyoutube.com cited in 3 answers naming Uptime Kumayoutube.com cited in 3 answers naming Prometheusyoutube.com cited in 3 answers naming Grafananetdata.cloud cited in 2 answers naming Grafana Lokigrafana.com cited in 2 answers naming Grafanasignoz.io cited in 2 answers naming New Relicsignoz.io cited in 2 answers naming Uptime Kumasignoz.io cited in 2 answers naming Dynatracegrafana.com cited in 2 answers naming Prometheussignoz.io cited in 2 answers naming Grafananewrelic.com cited in 2 answers naming Grafana Lokisignoz.io cited in 2 answers naming Better Stackyoutube.com cited in 1 answers naming Dynatraceopenobserve.ai cited in 1 answers naming Uptime Kumagrafana.com cited in 1 answers naming Better Stackopenobserve.ai cited in 1 answers naming Grafana Lokiyoutube.com cited in 1 answers naming Better Stacknewrelic.com cited in 1 answers naming Better Stacknewrelic.com cited in 1 answers naming Uptime Kumaopentelemetry.io cited in 1 answers naming Uptime Kumadatadoghq.com cited in 1 answers naming Better Stacknetdata.cloud cited in 1 answers naming Better Stacknetdata.cloud: 26netdata.cloudopenobserve.ai: 26openobserve.aidatadoghq.com: 24datadoghq.comopentelemetry.io: 23opentelemetry.ioyoutube.com · social: 22youtube.comsignoz.io: 21signoz.iografana.com: 20grafana.comnewrelic.com: 19newrelic.comDatadog #1: 36Datadog #1Prometheus #2: 29Prometheus #2Grafana #3: 27Grafana #3New Relic #4: 24New Relic #4Dynatrace #5: 24Dynatrace #5Grafana Loki #6: 23Grafana Loki #6Uptime Kuma #7: 11Uptime Kuma #7Better Stack #8: 7Better Stack #8
Sources and brandsWhich cited sources appear in the answers that name each brand, counted in answers.openobserve.ai cited in 6 answers naming Prometheusnetdata.cloud cited in 5 answers naming Grafanadatadoghq.com cited in 5 answers naming Datadogdatadoghq.com cited in 5 answers naming Grafana Lokiopenobserve.ai cited in 5 answers naming Datadogsignoz.io cited in 5 answers naming Datadoggrafana.com cited in 5 answers naming Datadogopenobserve.ai cited in 5 answers naming Dynatraceyoutube.com cited in 5 answers naming Datadognetdata.cloud cited in 5 answers naming Prometheusopenobserve.ai cited in 5 answers naming Grafanaopentelemetry.io cited in 4 answers naming Dynatraceopentelemetry.io cited in 4 answers naming Grafananetdata.cloud cited in 4 answers naming Datadoggrafana.com cited in 4 answers naming Grafana Lokidatadoghq.com cited in 4 answers naming New Relicopentelemetry.io cited in 4 answers naming Datadogopentelemetry.io cited in 4 answers naming Prometheusnewrelic.com cited in 3 answers naming New Relicdatadoghq.com cited in 3 answers naming Dynatracedatadoghq.com cited in 3 answers naming Prometheusdatadoghq.com cited in 3 answers naming Grafanagrafana.com cited in 3 answers naming New Relicgrafana.com cited in 3 answers naming Dynatracenetdata.cloud cited in 3 answers naming New Relicnetdata.cloud cited in 3 answers naming Uptime Kumanetdata.cloud cited in 3 answers naming Dynatracenewrelic.com cited in 3 answers naming Dynatracenewrelic.com cited in 3 answers naming Prometheusnewrelic.com cited in 3 answers naming Datadognewrelic.com cited in 3 answers naming Grafanaopenobserve.ai cited in 3 answers naming New Relicopentelemetry.io cited in 3 answers naming Grafana Lokiopentelemetry.io cited in 3 answers naming New Relicsignoz.io cited in 3 answers naming Grafana Lokisignoz.io cited in 3 answers naming Prometheusyoutube.com cited in 3 answers naming Grafana Lokiyoutube.com cited in 3 answers naming New Relicyoutube.com cited in 3 answers naming Uptime Kumayoutube.com cited in 3 answers naming Prometheusyoutube.com cited in 3 answers naming Grafananetdata.cloud cited in 2 answers naming Grafana Lokigrafana.com cited in 2 answers naming Grafanasignoz.io cited in 2 answers naming New Relicsignoz.io cited in 2 answers naming Uptime Kumasignoz.io cited in 2 answers naming Dynatracegrafana.com cited in 2 answers naming Prometheussignoz.io cited in 2 answers naming Grafananewrelic.com cited in 2 answers naming Grafana Lokisignoz.io cited in 2 answers naming Better Stackyoutube.com cited in 1 answers naming Dynatraceopenobserve.ai cited in 1 answers naming Uptime Kumagrafana.com cited in 1 answers naming Better Stackopenobserve.ai cited in 1 answers naming Grafana Lokiyoutube.com cited in 1 answers naming Better Stacknewrelic.com cited in 1 answers naming Better Stacknewrelic.com cited in 1 answers naming Uptime Kumaopentelemetry.io cited in 1 answers naming Uptime Kumadatadoghq.com cited in 1 answers naming Better Stacknetdata.cloud cited in 1 answers naming Better Stacknetdata.cloud: 26netdata.cloudopenobserve.ai: 26openobserve.aidatadoghq.com: 24datadoghq.comopentelemetry.io: 23opentelemetry.ioyoutube.com · social: 22youtube.comsignoz.io: 21signoz.iografana.com: 20grafana.comnewrelic.com: 19newrelic.comDatadog #1: 36Datadog #1Prometheus #2: 29Prometheus #2Grafana #3: 27Grafana #3New Relic #4: 24New Relic #4Dynatrace #5: 24Dynatrace #5Grafana Loki #6: 23Grafana Loki #6Uptime Kuma #7: 11Uptime Kuma #7Better Stack #8: 7Better Stack #8
Sources and brands
Cited sourcesBrandAnswers naming the brand
openobserve.aiPrometheus6
netdata.cloudGrafana5
datadoghq.comDatadog5
datadoghq.comGrafana Loki5
openobserve.aiDatadog5
signoz.ioDatadog5
grafana.comDatadog5
openobserve.aiDynatrace5
youtube.comDatadog5
netdata.cloudPrometheus5
openobserve.aiGrafana5
opentelemetry.ioDynatrace4
opentelemetry.ioGrafana4
netdata.cloudDatadog4
grafana.comGrafana Loki4
datadoghq.comNew Relic4
opentelemetry.ioDatadog4
opentelemetry.ioPrometheus4
newrelic.comNew Relic3
datadoghq.comDynatrace3
datadoghq.comPrometheus3
datadoghq.comGrafana3
grafana.comNew Relic3
grafana.comDynatrace3
netdata.cloudNew Relic3
netdata.cloudUptime Kuma3
netdata.cloudDynatrace3
newrelic.comDynatrace3
newrelic.comPrometheus3
newrelic.comDatadog3
newrelic.comGrafana3
openobserve.aiNew Relic3
opentelemetry.ioGrafana Loki3
opentelemetry.ioNew Relic3
signoz.ioGrafana Loki3
signoz.ioPrometheus3
youtube.comGrafana Loki3
youtube.comNew Relic3
youtube.comUptime Kuma3
youtube.comPrometheus3
youtube.comGrafana3
netdata.cloudGrafana Loki2
grafana.comGrafana2
signoz.ioNew Relic2
signoz.ioUptime Kuma2
signoz.ioDynatrace2
grafana.comPrometheus2
signoz.ioGrafana2
newrelic.comGrafana Loki2
signoz.ioBetter Stack2
youtube.comDynatrace1
openobserve.aiUptime Kuma1
grafana.comBetter Stack1
openobserve.aiGrafana Loki1
youtube.comBetter Stack1
newrelic.comBetter Stack1
newrelic.comUptime Kuma1
opentelemetry.ioUptime Kuma1
datadoghq.comBetter Stack1
netdata.cloudBetter Stack1

Citations by source type

How many citations in this edition point at each kind of source.

  1. social8
  2. community7
  3. reference3
  4. portal1
  5. review and listing sites1
  6. shopping1
  7. Other205

Other indexes in Development & Technical

The other indexes under the same parent, each with its top five brands.