Can Text-to-HTML Ratio Impact LLM Visibility?
Text-to-HTML ratio is mostly an SEO myth, but in AI retrieval it can become a token and chunk quality cost. Learn the caveats, what to measure, and what to fix.
Technical guides on AI visibility, crawlability, and AI readiness improvements.
Text-to-HTML ratio is mostly an SEO myth, but in AI retrieval it can become a token and chunk quality cost. Learn the caveats, what to measure, and what to fix.
As AI browsers move from reading to doing, the accessibility tree becomes the agent interface. Clear ARIA names, roles, and states reduce task failures.
INP is the reliability metric for AI browsers. Slow interactions can stall agents, trigger retries, and reduce successful task completion on your site.
Layout shifts can scramble extraction and create noisy chunks in AI retrieval. Learn why CLS affects eligibility and what fixes reduce inclusion risk.
In AI-driven search, slow server response can exclude your pages before they are read. Learn why TTFB acts as an eligibility gate and what to fix first.
A plain-English breakdown of every section in your AI Readiness Report, including the core checks and the workflow around monitoring, reporting, and advanced analysis.