Disclaimer
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The articles, guides, and technical walkthroughs on this site — including content on web development, SEO, answer- and generative-engine optimization (AEO/GEO), and WCAG accessibility — are published for general education. They describe approaches that have worked on specific sites. They are not professional advice for your site.
Your site may differ
Website, SEO, and configuration changes carry real risk. An approach that is correct for one site can break or set back another, and search and AI-ranking outcomes are never guaranteed. Before applying anything you read here, test it on a non-production copy, confirm it against current authoritative documentation (for example, WCAG 2.2 at w3.org and Google Search Essentials at developers.google.com/search), and keep a backup. You are responsible for changes you make to sites you control.
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Contact
Questions about this disclaimer should be directed to kevin.kirk@lonestarspec.com.