Prometheus
prometheus.ioAI search presence in LLM Infrastructure & LLMOps
Measured from 55 AI answers to 55 buyer questions that name no product. Prometheus 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#72of 132 brands
Share of voice0.2%questions naming no product
Mentioned in1.8%of 55 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names Prometheus
- If we want to self-host tracing and evaluation for data privacy reasons, what are the alternatives to a managed LLM observability platform?named in 1 of 1 answer“Prometheus | Metrics collection and alerting”
- 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.”
- Does Weights & Biases do LLM evaluation and production monitoring, or is it mainly for experiment tracking and hyperparameter sweeps?names a productnamed in 1 of 1 answer“You may still need infrastructure monitoring such as Datadog or Prometheus/Grafana.”
AI search presence in CI/CD & Deployment
Measured from 53 AI answers to 53 buyer questions that name no product. Prometheus 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#17of 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 Prometheus
- 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
- 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“Prometheus | Metrics collection and alerting”
- 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“- Integrates with Prometheus, ingress controllers and service meshes.”
- 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 Harness support canary and progressive delivery with automatic rollback out of the box, or do we still need a separate deployment tool?names a productnamed in 1 of 1 answer
- Does Harness come with canary and progressive delivery with automatic rollback built in, or do we still need a separate deployment tool?names a productnamed in 1 of 1 answer“Harness supports integrations with observability platforms such as Datadog, Dynatrace, Prometheus, and Elastic.”
- Is Harness a good fit for canary and progressive delivery with automatic rollback, or would we be better off pairing it with a separate deployment tool?names a productnamed 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. Prometheus 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#103of 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 Prometheus
AI search presence in Backend-as-a-Service
Measured from 54 AI answers to 54 buyer questions that name no product. Prometheus is named in the answers to 2 of them. Questions that name a product are listed below for its pros and cons but not counted.
Rank#43of 123 brands
Share of voice0.6%questions naming no product
Mentioned in3.7%of 54 answers
Recommended in0%of all answers
Site cited in0%answers with sources
Avg. position—when listed
Questions where AI names Prometheus
- What are the main alternatives to a fully managed backend platform for a team that wants to self-host and control its own infrastructure?named in 1 of 1 answer“Prometheus and Grafana for monitoring.”
- How do backend platforms handle high availability and automatic failover when a whole region goes down?named in 1 of 1 answer