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: Outbound Sales Stack
Apollo leads on every metric we measured. ZoomInfo's blog is cited more than Wikipedia. Lavender shows up rarely but gets recommended a third of the time it does. None of this matches what your G2 dashboard tracks.
31 brands. 10 AI models. 1,000 responses analyzed. May 2026.
Read the ReportAI Visibility Rankings (preview)
Apollo
Salesloft
ZoomInfo
Outreach
HubSpot Sales Hub
Clay
Lemlist+ 24 more brands in the full report
AI Visibility Report: AI Coding Tools
30 brands, 10 AI models, 1,000 responses. Who AI search recommends in coding assistants — and why it's a year behind the engineers actually using them.
Top 3
GitHub Copilot55.3
Cursor55
Claude Code33.7AI Visibility Report: Observability & Monitoring
30 brands, 10 AI models, 1,000 responses. Who dominates AI visibility in observability? Who's invisible? The data tells the story.
Top 3
Datadog78.3
Grafana65.6
Prometheus55.8AI 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?
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