Last updated: July 7, 2026
Practical, honest guidance on AI search readiness — how assistants like ChatGPT, Claude, Gemini, Grok, and Perplexity decide who to recommend, and what a business can actually do about it. No guarantees, no magic: what’s measurable, what’s provable, and what’s a moving target.
AI assistants increasingly answer with an interactive widget instead of text. The two mechanisms that decide whether you appear — platform-rendered eligibility and company-built MCP apps — and how to get ready.
Read the guide →How generative engine optimization differs from traditional SEO, and where an AI-visibility audit sits next to tools like Semrush and Ahrefs. When you need which.
Read the guide →Exactly what we measure across six AI engines, how the readiness score is computed, and why live AI answers vary between runs.
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