Deep research on AI visibility
We analyze millions of AI conversations across every major model. Who gets recommended. Who gets ignored. What actually drives visibility. Industry by industry, with real data.
AI Visibility Report: Observability & Monitoring
Datadog captures 78% AI visibility while the median brand sits at 9%. The gap isn't about marketing spend. It's about machine legibility.
30 brands. 10 AI models. 1,000 responses analyzed. April 2026.
Read the ReportAI Visibility Rankings (preview)
Datadog
Grafana
Prometheus
New Relic
Dynatrace
Splunk
Elastic+ 23 more brands in the full report
AI visibility research built from real data, not guesswork
We query every major AI platform with real questions that real people ask. Hundreds of prompts per industry. Every response captured, parsed, and scored. We map who gets mentioned, who gets cited, who gets recommended, and who gets completely ignored.
The result is the most detailed picture of AI visibility available for any industry. Not estimates. Not models. Actual data from actual AI systems, updated and published as reports you can act on.
Every major AI model
ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Grok, and more
Real prompts
The same questions your customers ask when making buying decisions
Full response analysis
Mentions, citations, sentiment, rankings, sources, pricing data
Actionable playbooks
What to fix, where to focus, how to close the visibility gap
Want us to research your industry?
We're publishing new reports regularly. If you want your industry analyzed next, let us know.
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