Practical AI Visibility Insights
Clear answers for decisions that do not need another generic SEO article.
Each guide owns one question, gives the direct answer first, explains the evidence boundary, and points to a useful next step without turning research into a disguised sales page.
Start here
Three decision guides already in the public site.
What Is AI Search Visibility?
A plain-language definition of the website, entity, source, local, and content layers that shape discoverability.
Why ChatGPT Does Not Recommend Your Business
A diagnostic guide to missing clarity, weak public corroboration, and competitors that are easier to verify.
When to Rebuild a Website for SEO
A decision framework for separating structural problems from issues that can be fixed without a full rebuild.
Need sources instead of interpretation?
Base2026 is the independent evidence product: search records, open Source pages, follow Topics and Creators, and inspect methodology before applying anything to a business.
Business-specific first read
A useful guide should make the next decision smaller.
If the question is now about your website and market, start with the Free Snapshot. If not, keep researching—there is no required service step.