What AI assistants recommend when buyers ask about self-hosted incident management tools — measured weekly across engines, published as open data.
Sample: 49 AI answers · Window: May 23, 2026 – Jun 20, 2026 (4-week rolling)
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Grafana grafana.com | 53.1% avg pos 9.9 | — | GROK 100%GEMINI 28.6%CHATGPT 50%CLAUDE 57.1%PERPLEXITY 42.9% | Claim |
| 2 | OneUptime | 51% avg pos 3.7 | — | GROK 85.7%GEMINI 85.7%CLAUDE 57.1%PERPLEXITY 64.3% | Claim |
| 3 | PagerDuty pagerduty.com | 49% avg pos 6 | — | GROK 42.9%GEMINI 42.9%CHATGPT 71.4%CLAUDE 42.9%PERPLEXITY 35.7% | Claim |
| 4 | GoAlert | 42.9% avg pos 4.5 | — | GROK 42.9%GEMINI 42.9%CLAUDE 42.9%PERPLEXITY 85.7% | Claim |
| 5 | Prometheus Alertmanager prometheus.io | 34.7% avg pos 12.6 | — | GROK 57.1%GEMINI 14.3%CHATGPT 64.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 6 | TheHive | 32.7% avg pos 5.9 | — | GROK 57.1%GEMINI 28.6%CHATGPT 21.4%CLAUDE 14.3%PERPLEXITY 42.9% | Claim |
| 7 | Twilio twilio.com | 26.5% avg pos 8.3 | — | GROK 85.7%GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 8 | incident.io | 26.5% avg pos 10.7 | — | GROK 57.1%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 35.7% | Claim |
| 9 | Sentry OSS sentry.io | 24.5% avg pos 5.3 | — | GEMINI 14.3%CHATGPT 78.6% | Claim |
| 10 | Alertmanager | 20.4% avg pos 7 | — | GROK 28.6%GEMINI 28.6%CHATGPT 21.4%PERPLEXITY 21.4% | Claim |
| 11 | Opsgenie atlassian.com | 18.4% avg pos 3.8 | — | GROK 14.3%GEMINI 14.3%CHATGPT 42.9%CLAUDE 14.3% | Claim |
| 12 | Grafana OnCall | 18.4% avg pos 8.7 | — | GROK 28.6%GEMINI 14.3%PERPLEXITY 42.9% | Claim |
| 13 | Prometheus | 18.4% avg pos 9.2 | — | GROK 85.7%GEMINI 14.3%CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 14 | Zabbix zabbix.com | 16.3% avg pos 13.3 | — | GROK 28.6%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 15 | DFIR-IRIS | 14.3% avg pos 4 | — | GROK 14.3%GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 16 | Cabot | 14.3% avg pos 7.8 | — | GROK 42.9%GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 17 | GitHub Releases github.com | 12.2% avg pos 6.6 | — | GROK 85.7% | Claim |
| 18 | PostgreSQL | 12.2% avg pos 7.8 | — | GROK 14.3%GEMINI 28.6%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 19 | Zulip zulip.com | 12.2% avg pos 7.8 | — | CHATGPT 42.9% | Claim |
| 20 | CATALYST omnipress.com | 12.2% avg pos 8.8 | — | GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 21 | Slack slack.com | 12.2% avg pos 10.8 | — | GROK 28.6%GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 22 | Mattermost mattermost.com | 12.2% avg pos 13.8 | — | GROK 14.3%GEMINI 14.3%CHATGPT 28.6% | Claim |
| 23 | Dispatch | 10.2% avg pos 6.5 | — | PERPLEXITY 35.7% | Claim |
| 24 | Wazuh wazuh.com | 10.2% avg pos 8.6 | — | GROK 14.3%GEMINI 42.9%CLAUDE 14.3% | Claim |
| 25 | Kubernetes | 8.2% avg pos 5.3 | — | GROK 14.3%GEMINI 14.3%CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 26 | IRIS | 8.2% avg pos 6 | — | GROK 28.6%GEMINI 28.6% | Claim |
| 27 | Velociraptor | 8.2% avg pos 6.3 | — | GROK 28.6%PERPLEXITY 14.3% | Claim |
| 28 | AWS SNS aws.amazon.com | 8.2% avg pos 6.5 | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 29 | Uptime Kuma | 8.2% avg pos 6.5 | — | GEMINI 14.3%CHATGPT 21.4% | Claim |
| 30 | RTIR | 8.2% avg pos 8.3 | — | GROK 14.3%PERPLEXITY 21.4% | Claim |
| 31 | MISP misp-project.org | 8.2% avg pos 8.8 | — | GROK 28.6%CHATGPT 14.3% | Claim |
| 32 | Nagios nagios.org | 8.2% avg pos 12.5 | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 33 | IRIS (DFIR-IRIS) dfir-iris.org | 6.1% avg pos 5.3 | — | GROK 14.3%PERPLEXITY 14.3% | Claim |
| 34 | LinkedIn OnCall | 6.1% avg pos 5.3 | — | GROK 14.3%GEMINI 28.6% | Claim |
| 35 | Docker docker.com | 6.1% avg pos 6.3 | — | GROK 14.3%GEMINI 14.3%CHATGPT 7.1% | Claim |
| 36 | Redis redis.io | 6.1% avg pos 7 | — | GROK 14.3%GEMINI 14.3%CLAUDE 14.3% | Claim |
| 37 | Graylog graylog.org | 6.1% avg pos 8.3 | — | GEMINI 42.9% | Claim |
| 38 | Fluidify Regen fluidify.ai | 6.1% avg pos 10.7 | — | GROK 28.6%GEMINI 14.3% | Claim |
| 39 | Openduty | 6.1% avg pos 12.3 | — | GROK 42.9% | Claim |
| 40 | Cortex | 6.1% avg pos 13.3 | — | GROK 14.3%CHATGPT 14.3% | Claim |
| 41 | GitLab gitlab.com | 6.1% avg pos 17 | — | GROK 14.3%CHATGPT 14.3% | Claim |
| 42 | Rocket.Chat rocket.chat | 6.1% avg pos 18.7 | — | CHATGPT 21.4% | Claim |
| 43 | RabbitMQ rabbitmq.com | 6.1% | — | GEMINI 28.6%CLAUDE 14.3% | Claim |
| 44 | Helm helm.sh | 4.1% avg pos 2.5 | — | CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 45 | Grafana OnCall OSS | 4.1% avg pos 3 | — | GROK 14.3%PERPLEXITY 7.1% | Claim |
| 46 | Incidental | 4.1% avg pos 3 | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 47 | Kanvas | 4.1% avg pos 3 | — | PERPLEXITY 14.3% | Claim |
| 48 | SolarWinds Observability solarwinds.com | 4.1% avg pos 3 | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 49 | GRR Rapid Response | 4.1% avg pos 4.5 | — | PERPLEXITY 14.3% | Claim |
| 50 | TheHive Project | 4.1% avg pos 4.5 | — | GEMINI 28.6% | Claim |
| 51 | Pingdom | 4.1% avg pos 5 | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 52 | Checkmate | 4.1% avg pos 5.5 | — | GEMINI 28.6% | Claim |
| 53 | DigitalOcean digitalocean.com | 4.1% avg pos 6.5 | — | CHATGPT 14.3% | Claim |
| 54 | MySQL | 4.1% avg pos 11.5 | — | CHATGPT 14.3% | Claim |
| 55 | Keep | 4.1% avg pos 12.5 | — | GROK 14.3%GEMINI 14.3% | Claim |
| 56 | OTRS otrs.com | 4.1% avg pos 13 | — | GEMINI 14.3%CHATGPT 7.1% | Claim |
| 57 | RT (Request Tracker) bestpractical.com | 4.1% avg pos 14 | — | CHATGPT 14.3% | Claim |
| 58 | iTop | 4.1% avg pos 14 | — | GROK 14.3%GEMINI 14.3% | Claim |
| 59 | Microsoft Dynamics 365 microsoft.com | 4.1% avg pos 16.5 | — | GEMINI 14.3%CHATGPT 7.1% | Claim |
| 60 | OpenProject openproject.org | 4.1% avg pos 19 | — | CHATGPT 14.3% | Claim |
| 61 | OSSEC ossec.net | 4.1% avg pos 19.5 | — | GROK 14.3%GEMINI 14.3% | Claim |
| 62 | Datadog | 4.1% avg pos 20 | — | GROK 14.3%PERPLEXITY 7.1% | Claim |
| 63 | Sentry | 4.1% avg pos 20 | — | GROK 14.3%PERPLEXITY 7.1% | Claim |
| 64 | Elasticsearch elastic.co | 4.1% avg pos 28 | — | CHATGPT 14.3% | Claim |
| 65 | Ntfy ntfy.sh | 4.1% avg pos 29 | — | GROK 28.6% | Claim |
| 66 | IncidentRelay incidentrelay.io | 4.1% | — | CLAUDE 28.6% | Claim |
| 67 | Rootly rootly.com | 4.1% | — | GROK 28.6% | Claim |
| 68 | Icinga icinga.com | 2% avg pos 1 | — | CLAUDE 14.3% | Claim |
| 69 | Incidentbot | 2% avg pos 1 | — | CLAUDE 14.3% | Claim |
| 70 | ONES Project ones.com | 2% avg pos 1 | — | GEMINI 14.3% | Claim |
| 71 | SigNoz signoz.io | 2% avg pos 1 | — | PERPLEXITY 7.1% | Claim |
| 72 | Docker Compose | 2% avg pos 2 | — | PERPLEXITY 7.1% | Claim |
| 73 | LinkedIn OnCall + Iris | 2% avg pos 2 | — | GROK 14.3% | Claim |
| 74 | Incidents | 2% avg pos 3 | — | CHATGPT 7.1% | Claim |
| 75 | MozDef | 2% avg pos 3 | — | CLAUDE 14.3% | Claim |
| 76 | Kaseware | 2% avg pos 4 | — | GEMINI 14.3% | Claim |
| 77 | LinkedIn's Iris | 2% avg pos 4 | — | GROK 14.3% | Claim |
| 78 | RTIR (Request Tracker for Incident Response) | 2% avg pos 4 | — | CHATGPT 7.1% | Claim |
| 79 | ManageEngine EventLog Analyzer manageengine.com | 2% avg pos 5 | — | GEMINI 14.3% | Claim |
| 80 | Server Density | 2% avg pos 5 | — | GEMINI 14.3% | Claim |
| 81 | CentOS centos.org | 2% avg pos 7 | — | CHATGPT 7.1% | Claim |
| 82 | Kali kali.org | 2% avg pos 7 | — | CHATGPT 7.1% | Claim |
| 83 | OnCall | 2% avg pos 7 | — | CLAUDE 14.3% | Claim |
| 84 | Ubuntu ubuntu.com | 2% avg pos 7 | — | CHATGPT 7.1% | Claim |
| 85 | Discourse discourse.org | 2% avg pos 8 | — | CHATGPT 7.1% | Claim |
| 86 | ilert ilert.com | 2% avg pos 9 | — | CLAUDE 14.3% | Claim |
| 87 | Incidentio | 2% avg pos 10 | — | CLAUDE 14.3% | Claim |
| 88 | Zammad zammad.org | 2% avg pos 10 | — | CHATGPT 7.1% | Claim |
| 89 | Flame | 2% avg pos 11 | — | CLAUDE 14.3% | Claim |
| 90 | OpenIncident | 2% avg pos 11 | — | CHATGPT 7.1% | Claim |
| 91 | Versus | 2% avg pos 11 | — | GEMINI 14.3% | Claim |
| 92 | Bosun | 2% avg pos 12 | — | CLAUDE 14.3% | Claim |
| 93 | Cloudflare Workers cloudflare.com | 2% avg pos 12 | — | GROK 14.3% | Claim |
| 94 | IntelOwl | 2% avg pos 13 | — | GROK 14.3% | Claim |
| 95 | VirusTotal | 2% avg pos 13 | — | GROK 14.3% | Claim |
| 96 | LDAP | 2% avg pos 16 | — | CHATGPT 7.1% | Claim |
| 97 | OAuth2 | 2% avg pos 16 | — | CHATGPT 7.1% | Claim |
| 98 | Squadcast squadcast.com | 2% avg pos 16 | — | CHATGPT 7.1% | Claim |
| 99 | Zeek zeek.org | 2% avg pos 16 | — | GEMINI 14.3% | Claim |
| 100 | Mautic mautic.org | 2% avg pos 17 | — | CHATGPT 7.1% | Claim |
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