“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
43
Snapshots
114
Brands Detected
94
Sources Cited
75 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 3d ago
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 | ||||||||||
 Kubernetes | 10/10 | ||||||||||
 OpenTelemetry | 10/10 | ||||||||||
 Teams | 10/10 | ||||||||||
 New Relic | 9/10 | ||||||||||
 Dynatrace | 9/10 | ||||||||||
 Grafana | 9/10 | ||||||||||
 SaaS | 8/10 | ||||||||||
 Prometheus | 7/10 | ||||||||||
 Tempo | 7/10 | ||||||||||
 Grafana Cloud | 6/10 | ||||||||||
 On | 5/10 | ||||||||||
 Davis | 5/10 | ||||||||||
 Davis AI | 5/10 | ||||||||||
 Loki | 5/10 | ||||||||||
 Honeycomb | 4/10 | ||||||||||
 OneAgent | 4/10 | ||||||||||
 SigNoz | 4/10 | ||||||||||
 Splunk | 4/10 | ||||||||||
 Ease | 4/10 | ||||||||||
 Jaeger | 4/10 | ||||||||||
 Elastic Observability | 3/10 | ||||||||||
 Uptrace | 3/10 | ||||||||||
 SmartScape | 3/10 | ||||||||||
 AWS | 3/10 | ||||||||||
 Docs | 3/10 | ||||||||||
 Mimir | 3/10 | ||||||||||
 Chronosphere | 2/10 | ||||||||||
 ClickHouse | 2/10 | ||||||||||
 Insights | 2/10 | ||||||||||
 Signal | 2/10 | ||||||||||
 Fully | 2/10 | ||||||||||
 Gold | 2/10 | ||||||||||
 OpenObserve | 2/10 | ||||||||||
 CNCF | 2/10 | ||||||||||
 OpenAI | 2/10 | ||||||||||
 Splunk Observability Cloud | 2/10 | ||||||||||
 Gartner | 2/10 | ||||||||||
 Grafana Labs | 2/10 | ||||||||||
 IBM | 2/10 | ||||||||||
 Advantage | 1/10 | ||||||||||
 Atatus | 1/10 | ||||||||||
 CloudWatch | 1/10 | ||||||||||
 Elastic | 1/10 | ||||||||||
 API | 1/10 | ||||||||||
 Box | 1/10 | ||||||||||
 Linux | 1/10 | ||||||||||
 Matrix | 1/10 | ||||||||||
 Memory | 1/10 | ||||||||||
 Metoro | 1/10 | ||||||||||
 Pixie | 1/10 | ||||||||||
 PromQL | 1/10 | ||||||||||
 TraceQL | 1/10 | ||||||||||
 Azure | 1/10 | ||||||||||
 GCP | 1/10 | ||||||||||
 PDF | 1/10 | ||||||||||
 Native Teams | 1/10 | ||||||||||
 PODS | 1/10 | ||||||||||
 Parquet | 1/10 | ||||||||||
 S3 | 1/10 | ||||||||||
 Uber | 1/10 | ||||||||||
 HP | 1/10 | ||||||||||
 Pinpoint | 1/10 | ||||||||||
 Instantly | 1/10 | ||||||||||
 Lightstep | 1/10 | ||||||||||
 Node.js | 1/10 | ||||||||||
 Fidelity | 1/10 | ||||||||||
 Grail | 1/10 | ||||||||||
 Pyroscope | 1/10 | ||||||||||
 RUM | 1/10 | ||||||||||
 SignalFx | 1/10 | ||||||||||
 Balance | 1/10 | ||||||||||
 Gartner Peer Insights | 1/10 | ||||||||||
 Reddit | 1/10 | ||||||||||
 reddit.com | 1/10 |
Key Quotes
Claude“> 💡 Best-of-breed approach: For teams using a best-of-breed stack, Prometheus handles metrics, Grafana handles visualization, and Jaeger or Tempo handles tracing.”
“Grafana Cloud Grafana Cloud provides a fully managed distributed tracing system powered by Tempo:”
DeepSeek“It claims to process "billions of spans at a fraction of the cost of Datadog." - Open Standards: Ingest data from OpenTelemetry, Prometheus, Vector, FluentBit, CloudWatch, and more.”
“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“Its "LGTM" stack (Loki for logs, Grafana for dashboards, Tempo for traces, Mimir for metrics) is the gold standard for teams that want an open-source architecture without the operational headache of self-hosting it.”
B2B Software brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
DGGGDGGGDGGGDGGGDGGGDGGGDGGGGGGGGDGGGGGGDGGDGGGGGGGDGGGGB2B 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.
Gemini rank changed for KubernetesGemini rank changed for OnGemini rank changed for MemoryGemini removed citation platformengineering.orgGemini removed citation reddit.comGemini removed citation docs.honeycomb.ioGemini removed citation Gemini removed citation youtube.comGemini removed citation icertglobal.comGemini stopped mentioning AndroidWhere 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