
Should You Add an llms.txt File? What It Does and When It Pays Off
llms.txt is an emerging file that maps your best pages for AI engines. What it does, who actually honors it today, and how to write one in an hour.

llms.txt is an emerging file that maps your best pages for AI engines. What it does, who actually honors it today, and how to write one in an hour.

Search Console, rank-tracker visibility scores, AI visibility trackers and site crawlers all report "visibility", but they measure different things. Here is how each number is built and how each one misleads you.

Google never publishes a visibility score. Each vendor calculates its own from rank, a private click curve and search volume. Here is the math, why two tools disagree, and the four causes of a drop.

A customer tells you ChatGPT said your product does something it does not do. There is no correction form and no support queue. Here is the method that actually works.

We changed schema coverage on our own site from 40% to 98% and AI visibility barely moved. That was a test, and the null result was the useful part. Here is how to design one properly.

We audited our own site for AI visibility. Schema coverage went 40% to 98%, our readiness score climbed, and we still were not showing up in AI answers.

Organization schema tells AI and search engines who publishes your site. What it declares, a real coverage result, and where it stops helping.

Breadcrumb schema tells AI and search engines where a page sits in your site. What BreadcrumbList encodes, the common mistakes, and where it helps.

AI search rewards clear structure, strong topical coverage, and trustworthy technical foundations. Here’s how to optimize your site for better AI visibility.

AI visibility measures whether your brand shows up in AI-generated search experiences like ChatGPT and Google AI Overviews. Here’s how to check it and improve it.

WebSite schema is a tiny JSON-LD block that names your site and links it to your brand. Small to add, foundational for how AI and search understand you.

JSON-LD is the small block of structured data that tells search engines and AI answer engines what your page is. Here is what it is and how to add it.