This page provides details about datadoghq.com (Developer Tools) which was ranked #4 out of 162 in the list of sources (3 citations (3.6% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest) when they were asked the following 2 questions: "How can I track AI chatbot responses across platforms?", "Which tools provide real-time AI monitoring and alerts?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Datadog, Splunk.
| Model | Voice | Position | Citations |
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| URL Path | Citations | Position |
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| datadoghq.com | 0 | N/A |
| 3 | 2.6 |
How can I track AI chatbot responses across platforms?
[...] platform with conversation tracking and analytics features ## **Custom Tracking Solutions** ### 3. **Logging & Monitoring Infrastructure** - **[Elastic Stack (ELK)](https://www.elastic.co/elastic-stack)** - Elasticsearch, Logstash, and Kibana for logging and visualizing chatbot interactions - **[Datadog](https://www.datadoghq.com/)** - Monitoring and analytics platform that can track API calls and chatbot performance - **[Splunk](https://www.splunk.com/)** - Data platform for searching, monitoring, and analyzing machine-generated data ### 4. **Database Solutions** - **[MongoDB](https://www.mongodb.com/)** - NoSQL database [...]
How can I track AI chatbot responses across platforms?
[...] - 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.com/) or RudderStack (https://www.rudderstack.com/) - Warehouse: BigQuery (https://cloud.goo [...]
Which tools provide real-time AI monitoring and alerts?
[...] I grouped them by category so you can pick what fits your stack. APM/observability platforms (instrument any AI app and alert on custom metrics/traces) - Datadog — Application/infra observability with dashboards and alerting; supports instrumenting LLM/AI apps via custom metrics, logs, and traces. https://www.datadoghq.com/ - New Relic — Full-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 erro [...]