Resources
Essential guides to help you understand and improve how AI systems see your business.
The Truth-Hardening Stack
A practical framework for reducing ambiguity, closing evidence gaps, and strengthening the truth assets AI systems rely on when describing your brand.
Read articleTruth-Hardening Action Checklist
A practical checklist of identity, FAQ, corroboration, and citation-readiness actions you can use to reduce ambiguity and strengthen what AI systems can retrieve and repeat about your brand.
View & Print ChecklistWhy AI Is Getting Your Business Wrong
Understand the common reasons why AI systems misinterpret businesses and how to fix them.
Download PDFHow to Make AI Describe Your Business Correctly
Learn the essential strategies for ensuring AI systems accurately understand and represent your brand.
Download PDFAI Presence Signals Checklist
A practical checklist of entity, content, and signal requirements you can use alongside the "AI Presence is becoming a category" article to harden your visibility infrastructure.
Download PDF