Blog
Articles about AI agent readiness, web standards, and preparing for autonomous agents.
Grok Bot, Meta Muse and OpenAI dots: is your website ready?
What Grok Bot, Meta Muse and OpenAI dots mean for agent readiness. A real browser walkthrough and practical checks for forms, login and task completion.
Does Schema Markup Get You Cited by AI? What the Data Actually Shows
A 2026 Ahrefs study tracked 1,885 pages adding schema markup. AI-search citations barely moved. We cover what structured data proves and what drives citations.
The Responsive Design Moment for AI Agents
The web moved from separate m.dot sites to responsive design. AI agent readiness follows the same path, from separate agent APIs to one adaptive content layer.
Content Negotiation for AI Agents: Why Sentry Serves Markdown Over HTML
Sentry serves markdown through HTTP content negotiation and saves agents 80% of tokens. We cover Accept headers, markdown delivery and redirects.
Cloudflare /crawl Endpoint: One API Call to Crawl Any Website
Cloudflare's /crawl endpoint crawls a whole website with one API call and returns HTML, Markdown or JSON. We cover robots.txt, sitemaps and SSR.
AI Crawlers Ignore llms.txt, But AI Agents Don't
Dries Buytaert's data shows no AI crawler uses llms.txt. Crawlers scrape training data, while agents complete tasks. We cover which coding agents use llms.txt.
Anthropic's AI Exposure Index: What Real-World Usage Data Means for Your Website
Anthropic's 'observed exposure' metric shows a 61-point gap between what AI can do and what people use it for. We cover the data and what it means for websites.
Build for Agents: Why CLIs Are the New Distribution Channel
Andrej Karpathy calls CLIs exciting because they are legacy technology that agents parse well. We cover CLIs, MCP servers and machine-readable docs.
The State of AEO: Key Insights from Vercel's 2026 Report
Vercel's State of AEO report describes the shift from the attention economy to the answer economy. We cover the statistics, platforms and content advice.
SEO vs AEO: How Traditional Search Optimization Differs from AI Optimization
SEO optimizes for rankings and AEO optimizes for citations. We compare the two, with the Princeton GEO study, zero-click statistics and practical strategies.
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