Founder notes and field reports on Answer Engine Optimization, AI citation behavior, and the shift from "who ranks?" to "who gets cited?"
A four-question framework for agencies handling the AI-visibility conversation without overpromising — what to commit to and how to scope it.
Read the postAEO doesn't replace SEO — it's a layer on top. What changes for SEO pros when AI systems synthesize answers, and where your existing expertise compounds.
Read the postWhat AI providers document about citation, what observably correlates, and how the Access → Understanding → Extractability chain sets your ceiling.
Read the postA founder's note on why SEO is no longer enough, how Answer Engine Optimization changes visibility, and what happened when AIVZ scanned its own site.
Read the postThe free scan is the canonical demo of what AIVZ does. Run a scan on your own site, your competitor's, or a prospect's.
