“Best observability platform for microservices”
Which brands do AI models actually recommend for this b2b software question? We re-run this regularly and track how the answers shift.
10
AI Models
48
Snapshots
121
Brands Detected
104
Sources Cited
73 brands come up when 10 AI models answer “Best observability platform for microservices”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.
What AI models recommend
10 models queried · Last scanned Sep 15
Unanimous
10/10 models recommend Datadog
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Ddeepseek-chat | Gemini | Ggemini-3-flash | Ggpt-5 | Grok | Ggrok-4-1-fast | Perplexity | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|
 Datadog | 10/10 | ||||||||||
 Dynatrace | 10/10 | ||||||||||
 Grafana | 10/10 | ||||||||||
 Kubernetes | 10/10 | ||||||||||
 OpenTelemetry | 10/10 | ||||||||||
 Teams | 10/10 | ||||||||||
 Grafana Cloud | 9/10 | ||||||||||
 SaaS | 8/10 | ||||||||||
 Tempo | 8/10 | ||||||||||
 New Relic | 7/10 | ||||||||||
 OneAgent | 7/10 | ||||||||||
 Davis | 6/10 | ||||||||||
 Davis AI | 6/10 | ||||||||||
 Prometheus | 6/10 | ||||||||||
 Loki | 6/10 | ||||||||||
 On | 5/10 | ||||||||||
 Honeycomb | 5/10 | ||||||||||
 SigNoz | 5/10 | ||||||||||
 Jaeger | 4/10 | ||||||||||
 Mimir | 4/10 | ||||||||||
 Ease | 4/10 | ||||||||||
 Fully | 3/10 | ||||||||||
 AWS | 3/10 | ||||||||||
 Splunk | 3/10 | ||||||||||
 Chronosphere | 2/10 | ||||||||||
 Grafana Labs | 2/10 | ||||||||||
 Node | 2/10 | ||||||||||
 OpenObserve | 2/10 | ||||||||||
 PODS | 2/10 | ||||||||||
 Box | 2/10 | ||||||||||
 OpenAI | 2/10 | ||||||||||
 Go | 2/10 | ||||||||||
 Pinpoint | 2/10 | ||||||||||
 Elastic | 2/10 | ||||||||||
 Elastic Observability | 2/10 | ||||||||||
 Node.js | 2/10 | ||||||||||
 Gartner | 2/10 | ||||||||||
 SmartScape | 2/10 | ||||||||||
 June | 1/10 | ||||||||||
 Parquet | 1/10 | ||||||||||
 S3 | 1/10 | ||||||||||
 Dynatrace Intelligence | 1/10 | ||||||||||
 Gemini | 1/10 | ||||||||||
 Insights | 1/10 | ||||||||||
 ClickHouse | 1/10 | ||||||||||
 Found | 1/10 | ||||||||||
 Matrix | 1/10 | ||||||||||
 collaboration | 1/10 | ||||||||||
 Java | 1/10 | ||||||||||
 Apache | 1/10 | ||||||||||
 CNCF | 1/10 | ||||||||||
 Dash0 | 1/10 | ||||||||||
 PromQL | 1/10 | ||||||||||
 SIEM | 1/10 | ||||||||||
 SQL | 1/10 | ||||||||||
 HP | 1/10 | ||||||||||
 Uptrace | 1/10 | ||||||||||
 Gold | 1/10 | ||||||||||
 Instantly | 1/10 | ||||||||||
 Lightstep | 1/10 | ||||||||||
 Docs | 1/10 | ||||||||||
 Fidelity | 1/10 | ||||||||||
 Grail | 1/10 | ||||||||||
 Pyroscope | 1/10 | ||||||||||
 RUM | 1/10 | ||||||||||
 SignalFx | 1/10 | ||||||||||
 Splunk Observability Cloud | 1/10 | ||||||||||
 Balance | 1/10 | ||||||||||
 Gartner Peer Insights | 1/10 | ||||||||||
 IBM | 1/10 | ||||||||||
 Reddit | 1/10 | ||||||||||
 reddit.com | 1/10 | ||||||||||
 Signal | 1/10 |
Key Quotes
Claude“- Watch out for: Its OneAgent and Davis AI fit operations-led workflows more than developer-first DevOps teams.”
“Grafana Cloud Grafana Cloud provides a fully managed distributed tracing system powered by Tempo:”
DeepSeek“- Ideal for: Teams wanting a Datadog alternative with full control over data, especially those already using OpenTelemetry and needing cost-effective scaling.”
“Best Open-Source / Self-Hosted Stack: The LGTM Stack (Grafana Labs) Composed of Loki (logs), Grafana (dashboards), Tempo (traces), and Mimir (metrics), this is the most popular open-source alternative.”
Gemini“Grafana LGTM Stack (Loki, Grafana, Tempo, Mimir) Best for: Kubernetes-native and open-source standards For teams deployed heavily on Kubernetes, the Grafana "LGTM" stack is the industry standard.”
B2B Software brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
DGGGDGGGDGGGDGGGDGGGDGGGDGGGGGGDGGGGGGDGGGGGDGGDGGGGGGGGDGGDGGB2B Software brand visibility over time
Track how brand mentions shift across AI models over time.
What changed and when
Every brand addition, removal, and citation change logged with timestamps.
Claude rank changed for JaegerClaude rank changed for PrometheusClaude rank changed for Grafana LabsClaude rank changed for GrafanaClaude rank changed for DavisClaude rank changed for Davis AIClaude rank changed for PODSClaude rank changed for SaaSClaude rank changed for KubernetesClaude rank changed for DynatraceWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
Related b2b software prompts
Frequently asked questions
Track your own brand
See if ChatGPT, Claude, Gemini, and the rest actually recommend you. We'll let you know when that changes.
No credit card required · 7-day free trial