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About grafana.com (Developer Tools)
This page provides details about grafana.com (Developer Tools) which was ranked #6 out of 162 in the list of sources (4 citations (2.5% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest) when they were asked the following 2 questions: "Which tools provide real-time AI monitoring and alerts?", "How can I track AI chatbot responses across platforms?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Prometheus, Grafana.
Used by AI Models
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Pages from grafana.com (2 links)
| URL Path | Citations | Position |
|---|---|---|
| /oss/loki | 3 | 8.2 |
| grafana.com | 1 | 53 |
Brands Referenced By This Website (2 brands)
| Brand | Voice | Mentions |
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27.8% | 15 |
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8.7% | 6 |
Citations from AI Responses
Anthropic Claude Sonnet (latest)
(1 citation)
Which tools provide real-time AI monitoring and alerts?
[...] analysis ### 13. **Censius** [https://censius.ai](https://censius.ai) - AI observability platform - Real-time monitoring and alerts - Automated model health checks ## **Open Source Options** ### 14. **Prometheus + Grafana** - Prometheus: [https://prometheus.io](https://prometheus.io) - Grafana: [https://grafana.com](https://grafana.com) - Custom ML metrics monitoring - Flexible alerting rules - Popular for infrastructure and ML monitoring ### 15. **MLflow** [https://mlflow.org](https://mlflow.org) - Open-source ML platform - Model tracking and monitoring - Can be extended with custom alerting ## **Key Features to Look For:** W [...]
OpenAI ChatGPT Latest
(3 citations)
How can I track AI chatbot responses across platforms?
[...] h + Kibana or Grafana Loki + Grafana - Elasticsearch (https://www.elastic.co/elasticsearch/) - Logstash (optional for ETL) (https://www.elastic.co/logstash/) - Kibana (dashboards) (https://www.elastic.co/kibana/) - Grafana (dashboards) (https://grafana.com/grafana/) - Grafana Loki (logs) (https://grafana.com/oss/loki/) - SaaS observability path (fewer components to run): - Datadog (https://www.datadoghq.com/) - Splunk (https://www.splunk.com/) - New Relic (https://newrelic.com/) - Product analytics/warehouse path (great for funnels, cohorts, experimentation): - Event router/CDP: Segment (https://segment. [...]
[...] bility path: - OpenTelemetry Collector → Elasticsearch + Kibana or Grafana Loki + Grafana - Elasticsearch (https://www.elastic.co/elasticsearch/) - Logstash (optional for ETL) (https://www.elastic.co/logstash/) - Kibana (dashboards) (https://www.elastic.co/kibana/) - Grafana (dashboards) (https://grafana.com/grafana/) - Grafana Loki (logs) (https://grafana.com/oss/loki/) - SaaS observability path (fewer components to run): - Datadog (https://www.datadoghq.com/) - Splunk (https://www.splunk.com/) - New Relic (https://newrelic.com/) - Product analytics/warehouse path (great for funnels, cohorts, experimen [...]
Which tools provide real-time AI monitoring and alerts?
[...] l-stack observability; create alert policies on AI app latency, errors, and custom KPIs. https://newrelic.com/ - Grafana + Prometheus Alertmanager — Open-source stack for metrics, dashboards, and alerting; commonly used to monitor AI service latencies, token counts, costs, and error rates. Grafana: https://grafana.com/ Prometheus Alertmanager: https://prometheus.io/docs/alerting/latest/alertmanager/ - Honeycomb — High-cardinality observability for debugging complex AI pipelines, with triggers/alerts. https://www.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarm [...]