Blog
Blog
Articles and updates from AI Launch Kit.
The AILK AEO scoring CLI — what it measures, how to run it
ailk audit scores the citation-readiness of an AILK site's content. Four rules. Three run modes. Pre-launch, in CI, or on demand. Apache 2.0.
AI-ready vs AI-generated — what the distinction means for your site
AI-generated sites are built with AI. AI-ready sites are built for it. One ends up invisible to the systems it was made with. The other compounds. Here is what the distinction means and how to evaluate a foundation.
AI SEO foundation — what publishing on AILK does for an AI SEO agency
For agencies whose deliverable is AI search visibility, the platform the client publishes on determines whether the work shows up. What the foundation has to do, where the alternatives break, and what AILK ships as defaults.
ChatGPT SEO — what it means in code
ChatGPT cites pages based on structural properties, not tactics. This article names the four properties that determine whether a page earns a citation — and what a foundation has to ship for them to be the default.
Google AI search — what changed and what to do about it
Google's AI Overviews assemble answers from pages trusted enough to cite. The structural properties that determine citation — entity markup, schema coverage, FAQ shape — are properties of the foundation, not the content strategy.
The three peer apps — web, MCP, API as architecturally peer surfaces
AILK ships three first-class surfaces in one monorepo — apps/web for humans, apps/mcp for agents, apps/api for programmatic callers. One-to-one parity, CI-enforced.
Schema markup generator — comparing the field in 2026
An honest comparison of the main schema markup generator tools — Yoast, Rank Math, Schema App, Google's Markup Helper, and AILK's typed registry — with a decision framework for AEO-practitioner agencies.
Schema markup validator — what catches errors before launch
Structured data errors are silent. The page renders. The schema breaks. Learn where errors hide, which tools catch them, and how ailk audit validates schema before a page ships.