Report card
Do AI agents pick incident.io?
How often agents choose incident.io when a developer needs incident management — measured across Claude, GPT, Gemini.
9%Pick Rate
95% CI 6%–13%
95% CI 6%–13%
When developers ask an AI agent for incident mgmt, incident.io is picked 9% of the time — ranking #2 of 6 measured across Claude, GPT, Gemini.
Picked 9% Named, not picked 23% Never surfaced 68%
Awareness
0 docs in FineWeb · 568 URLs in Common Crawl
Agent readiness
Level 1 · Basic Web Presence · 3/16 agent standards
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The per-model and per-surface breakdown for incident.io — where it wins, where it loses, and to whom — plus an alert when the Pick Rate moves.
About incident.io
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The rest of the Incident Management ranking
| 1 |  PagerDuty | 17% |
| 3 |  Grafana OnCall | 3% |
| 4 |  Rootly | 3% |
| 5 |  Opsgenie | 2% |
| 6 |  FireHydrant | 1% |