AI assistants most often recommend Datadog for application monitoring tools in 🇯🇵 Japan (日本語), naming it in 100% of the buyer questions we tested, followed by New Relic and Dynatrace. We asked an AI model the questions buyers ask about application monitoring tools and tallied which brands it named most — "share of voice" in AI answers, who AI recommends when no human is watching.
| # | Brand | AI share of voice |
|---|---|---|
| 1 | Datadog | 6/6 (100%) |
| 2 | New Relic | 6/6 (100%) |
| 3 | Dynatrace | 6/6 (100%) |
| 4 | Prometheus | 5/6 (83%) |
Method: 6 representative buyer questions via a large language model, 🇯🇵 Japan (日本語). Updated 6/24/2026. A proxy for how AI assistants describe this category.
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