Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Datadog | #2 | #2 | #1 | |
| GrafanaTop pick | #1 | — | #5 | |
| Sentry | #6 | #1 | — | |
| Dynatrace | #4 | — | #2 | |
| New Relic | #5 | — | #3 | |
| Splunk | #3 | — | #4 | |
| Prometheus | #7 | — | #6 | |
| Loki | — | — | #7 | |
| OpenTelemetry | — | — | #8 |
Responses
What each engine answered, and how the shortlist moved.
ChatGPT · run of Nov 3 · sentiment toward the top pick: ↑ Positive
- Grafana — Grafana Labs makes the most widely used open-source observability platform, while Datadog is one of the strongest commercial, full-stack observability vendors.
- Datadog — Grafana Labs makes the most widely used open-source observability platform, while Datadog is one of the strongest commercial, full-stack observability vendors.
- Splunk — Enterprise log analytics: Cisco Splunk.
- Dynatrace
- New Relic
- Sentry — Sentry: Ranked first in Ramp's November 2026 data, with a 70% adoption rate within its measured customer sample.
- Prometheus — One important distinction: Grafana and Prometheus are widely deployed open-source technologies, while Datadog sells an integrated commercial platform.
Perplexity · run of Nov 3 · sentiment toward the top pick: ↑ Positive
Google AI Mode · run of Nov 3 · sentiment toward the top pick: ↑ Positive
- Datadog — Datadog is widely recognized as the maker of the most widely used and dominant unified observability platform.
- Dynatrace — Dynatrace : A heavy enterprise favorite recognized for its AI-driven automation (Davis AI) and deep environment discovery.
- New Relic — New Relic : One of the pioneers of Application Performance Monitoring (APM), offering a consolidated usage-based platform.
- Splunk — Splunk (Cisco) : Traditionally the giant for log management and security information event management (SIEM), heavily utilized for enterprise observability data.
- Grafana — Grafana Labs : Extremely popular for open-source and standards-driven telemetry, built around Prometheus, Loki, and Grafana dashboards.
- Prometheus — Grafana Labs : Extremely popular for open-source and standards-driven telemetry, built around Prometheus, Loki, and Grafana dashboards.
- Loki — Grafana Labs : Extremely popular for open-source and standards-driven telemetry, built around Prometheus, Loki, and Grafana dashboards.
- OpenTelemetry — (Note: On the data collection standards side, OpenTelemetry has become the dominant open framework for instrumenting code, though it is a CNCF project rather than a standalone commercial product.)…
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| etr.ai | Web | 2 | Perplexity |
| onfire.ai | Web | 2 | Perplexity, Google AI Mode |
| ramp.com | Web | 2 | ChatGPT, Perplexity |
| augmentcode.com | Web | 1 | Perplexity |
| ciopages.com | Web | 1 | Perplexity |
| dotcom-monitor.com | Web | 1 | Perplexity |
| elastic.co | Web | 1 | Perplexity |
| fortunebusinessinsights.com | Web | 1 | Google AI Mode |
| gartner.com | Analyst | 1 | Perplexity |
| grafana.com | Brand site · Grafana | 1 | ChatGPT |
| snsinsider.com | Web | 1 | Perplexity |