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Insights for the agentic web.
Research, guides, and analysis on AI agent optimization, visibility monitoring, and the future of how products get discovered.
What Is llms.txt and Why Every Website Needs One
The new standard for communicating with AI agents. Learn how llms.txt works, what to include, and how to generate one automatically.
8 min read →
The A2A Protocol: When AI Agents Talk to Each Other
Google's Agent-to-Agent protocol enables direct machine-to-machine communication. We break down what it means for enterprise sales and procurement.
7 min read →
How to Monitor Your AI Visibility Across ChatGPT, Perplexity, and Claude
Traditional analytics can't see AI agent traffic. Here's how to track how AI platforms perceive and recommend your product.
10 min read →
Thompson Sampling: The Algorithm Behind Our Learning Engine
How we use multi-armed bandit optimization to automatically discover which content variants get the highest AI recommendation rates.
12 min read →
Agentic SEO vs Traditional SEO: What's Different?
SEO optimizes for search engine rankings. Agentic SEO optimizes for AI agent recommendations. Here's why the distinction matters.
5 min read →
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