Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
IBM Instana Observabilityibm.comIBM Instana Observability is an automated, AI-powered full-stack observability platform that automatically discovers and instruments applications and infrastructure, delivering real-time, high-fidelity visibility updated every second across 300+ platforms. It provides AI-assisted incident investigation, OpenTelemetry-enabled telemetry, live discovery and dependency mapping, and AI agent/LLM observability to monitor AI-driven services and optimize resources (powered by IBM Turbonomic). It enables end-to-end monitoring from applications to infrastructure, helping teams trace issues, reduce mean time to detect and resolve incidents, and improve performance.
IBMIBM Instana ObservabilityTone of voice
86% of how AI describes IBM Instana Observability reads positive.
Words AI uses
AI reaches for real-time · automated · automatic when it describes IBM Instana Observability.
Sources
ibm.com shapes more of what AI says about IBM Instana Observability than any other source, at 30% of its citations.
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The market map
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