Developer Tools · Category leaderboard

Observability, Monitoring & Incident Response

Which Observability, Monitoring & Incident Response products ChatGPT and Claude find and pick first, the keywords behind those choices, and the gaps nobody owns yet.

Who’s winning in Observability, Monitoring & Incident Response

The companies each platform finds, picks and places first for this category’s prompts, ranked by Discoverability Score.

Who’s winning on ChatGPT

Category Discoverability Score · suggestion counts cover all public benchmark prompts since tracking began

No published ChatGPT scores for Observability, Monitoring & Incident Response yet

The leaderboard appears when this category has published benchmark measurements.

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Already being suggested

Who’s winning on Claude

Category Discoverability Score · suggestion counts cover all public benchmark prompts since tracking began

Datadog leads Observability, Monitoring & Incident Response on Claude with a score of 92, 47 points ahead of incident.io.

  1. 1Datadogsuggested 3376×92/100
  2. 2incident.iosuggested 1380×45/100
  3. 3Coralogixsuggested 1123×40/100
  4. 4PagerDutysuggested 1039×37/100
  5. 5Brontosuggested 367×25/100
  6. 6Sentrysuggested 591×19/100
  7. 7Vercel18/100
  8. 8Honeycombsuggested 695×14/100

How the leaders are moving

Each line is a company’s daily Discoverability Score. See who is climbing, who is slipping, and how close Observability, Monitoring & Incident Response is.

Score trend on ChatGPT

Daily Discoverability Score of the top companies

The trend chart starts once Observability, Monitoring & Incident Response has scores

We chart each company’s daily ChatGPT score as soon as this category has been tested.

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Score trend on Claude

Daily Discoverability Score of the top 5

Key points

  • Datadog leads at 92, flat over 30 days.
  • Bronto has fallen 6 points in 30 days, to 25.
  • Sentry is climbing fastest: up 4 in 30 days, now 19.
  • Datadog92
  • incident.io45
  • Coralogix40
  • PagerDuty37
  • Bronto25
020406080100Jun 26Jul 26Aug 26Sept 26Oct 26

Rising, last 30 days

  • ▲ +4Sentry19
  • ▲ +1Honeycomb15

Falling, last 30 days

  • ▼ -6Bronto25
  • ▼ -4PagerDuty37
  • ▼ -3Vercel18
Scores from 1 Jun to 7 Oct. Hover or use the arrow keys to read a day.

The keywords behind discovery

Compare reviewed searches for Observability, Monitoring & Incident Response with separately recorded platform keyword evidence.

Plugin registry keywords

7 of 7 searches completed · as of 7 Oct 2026

Captured searches for Observability, Monitoring & Incident Response in the Plugin registry. Counts show distinct plugins returned by each captured search.

  • log analysis36Datadog
  • investigate production incidents17Datadog
  • application observability6Datadog
  • software monitoring5Datadog
  • uptime monitoring4Datadog
  • incident response1Datadog
  • distributed tracing1Datadog

Keywords agents use in Claude

172 keywords tracked · as of 6 Oct 2026

When someone asks Claude for help, it turns the request into keywords and searches the Connector registry. This shows the keywords it uses most, the distinct Connector names returned across recorded searches, and which Connector was returned first most often.

  • monitoringUnavailable–
  • observabilityUnavailable–
  • logsUnavailable–
  • alertsUnavailable–
  • incidentUnavailable–
  • datadogUnavailable–
  • pagerdutyUnavailable–
  • error trackingUnavailable–
  • deploymentUnavailable–
  • on-callUnavailable–
  • sentryUnavailable–
  • uptimeUnavailable–

Browse every Plugin and Connector in Observability, Monitoring & Incident Response

60 listings across ChatGPT and Claude, best score first.

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