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Instana

AI visibility across 1 industries, with 2 mentions in live AI answers.

Global rank #6,389·Platform·Global·Global score: 76.7·Mentions: 2·Last updated May 14Live

Why AI recommends Instana

Brand snapshot

Citation summary: As of May 14, Trakkr ranks Instana #6,389 globally for AI visibility, with a 76.7/100 score across 1 industries and 2 mentions in tracked AI answers.

Track Instana's visibility in AI search. See how often ChatGPT, Claude, Gemini, and Perplexity recommend Instana when users ask related questions.

Industry

Score

Mentions

Avg Rank

2 mentions · avg pos 8.0

9.0

8.0

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Model coverage

ChatGPT

73%

Claude

69%

Gemini

97%

Perplexity

73%

How AI talks about this brand

Instana's AI-driven observability platform emphasizes automated tracing, metrics, and logs with AI-assisted anomaly detection, driving relevance in AI-powered IT operations discussions.
Its emphasis on Application Performance Monitoring (APM) for microservices and Kubernetes, combined with AI-enabled root-cause analysis, positions Instana as a strategic observability layer for AI and cloud-native ecosystems.
Recent integrations and expanded cloud-native support (e.g., container orchestration, cloud services) bolster its visibility in AI/ML deployment pipelines where rapid diagnosis and optimization are critical.

Instana vs Competitors

See how Instana compares to other brands in Application Performance Monitoring

View competitors in Application Performance Monitoring

How Trakkr measures AI visibility

Use the methodology page to understand how Instana is scored, and use llms.txt to see the preferred crawl path into the rankings corpus.

Read methodology View llms.txt