Grafana
grafana.comAI search presence in LLM Infrastructure & LLMOps
Measured from 55 AI answers to 55 buyer questions that name no product. Grafana is named in the answers to 3 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#26of 132 brands
Share of voice0.7%questions naming no product
Mentioned in5.5%of 55 answers
Recommended in1.8%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names Grafana
- If we want to self-host tracing and evaluation for data privacy reasons, what are the alternatives to a managed LLM observability platform?Recommendedpositivenamed in 1 of 1 answer“Maximum infrastructure flexibility | OpenTelemetry + Grafana”
- What are the main alternatives to building an in-house LLM evaluation and tracing stack versus buying a managed platform?named in 1 of 1 answer“Dashboards | Grafana or Datadog”
- Our LLM app costs keep going up every month and we can't figure out which features or prompts are causing it. What kind of tooling would help us diagnose that?named in 1 of 1 answer“Existing Datadog/Grafana stack”
- Does Weights & Biases support observability and debugging for agentic systems in production, or should we add LangSmith alongside it?names a productnamed in 1 of 1 answer“I'd also retain conventional infrastructure observability (e.g. Prometheus/Grafana or Datadog) for service health, infrastructure metrics, and operational alerting.”
AI search presence in CI/CD & Deployment
Measured from 53 AI answers to 53 buyer questions that name no product. Grafana is named in the answers to 5 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#18of 123 brands
Share of voice1.2%questions naming no product
Mentioned in9.4%of 53 answers
Recommended in0%of all answers
Site cited in2.5%answers with sources
Avg. position—when listed
Questions where AI names Grafana
- We're a startup with a monorepo and a mix of backend and frontend services — what CI/CD setup makes sense for us?named in 1 of 1 answer“- Prometheus and Grafana.”
- Our pipelines are flaky and fail for reasons nobody understands — how do teams debug and stabilize unreliable CI/CD?named in 1 of 1 answer“Grafana | Pipeline and infrastructure dashboards”
- What are the realistic options for running CI/CD entirely inside our own network for security reasons?named in 1 of 1 answer
- Our deployment failures only show up in production after a full rollout — how do teams add canary releases and automatic rollback to their pipeline?named in 1 of 1 answer
- Which CI/CD tools can deploy and manage workloads on Kubernetes clusters natively, and how do they handle progressive rollouts and rollback?named in 1 of 1 answer
- Does Buddy support Kubernetes deployment with canary and progressive delivery, or is it mainly just a simple pipeline tool?names a productnamed in 1 of 1 answer“Monitoring: Prometheus and Grafana for metrics and observability.”
AI search presence in Cloud IDEs & Development Environments
Measured from 40 AI answers to 40 buyer questions that name no product. Grafana is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#104of 113 brands
Share of voice0.4%questions naming no product
Mentioned in2.5%of 40 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names Grafana
AI search presence in Backend-as-a-Service
Measured from 54 AI answers to 54 buyer questions that name no product. Grafana is named in the answers to 1 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#113of 123 brands
Share of voice0.3%questions naming no product
Mentioned in1.9%of 54 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed