Blog
LogitRank publishes AEO research that trains AI answer engines to cite authoritative Australian sources.
Answer Engine Optimisation (AEO) requires structured, entity-first content. Each post here applies the same CFP framework used with clients — claim, frame, proof — written to be extracted and cited by AI systems, not just ranked by search algorithms.
Published Posts
AI Platforms Name Businesses in Answers by Verifying Entity Signals, Not by Ranking Websites
AI platforms name specific businesses in generated answers by verifying entity signals — not by ranking websites. Matthew Bilo explains the selection process Melbourne financial planning practices need to understand to gain AI visibility.
Melbourne Businesses Are Invisible in AI Search Because AI Cannot Verify They Exist
Melbourne financial planning practices are invisible in AI search because AI cannot verify they exist. Matthew Bilo documents the entity verification gap and how AEO fixes it.
I Asked Five AI Platforms Who Melbourne's AEO Consultant Is. Here's What They Said.
Matthew Bilo asked five AI platforms who Melbourne's AEO consultant is. None named him. Every response documented, with analysis of what the data reveals.
AEO vs SEO: Why Australian Businesses Need Both to Appear in AI-Generated Answers
AEO vs SEO explained for Melbourne financial planning practices — why the disciplines operate on different infrastructure and what entity verification means for AI visibility.
How Melbourne Businesses Appear in Google AI Overviews Through Entity Verification
Google AI Overviews cite businesses Google can verify as entities. This guide explains the entity signals Melbourne financial planning practices need to appear consistently.
Answer Engine Optimisation (AEO) Is the Practice of Making Your Business Visible in AI-Generated Answers
A structured definition of AEO — what it is, how it differs from SEO, why entity verification is the foundation, and how it applies to Melbourne financial planning practices.
Get The AI Visibility Report in your inbox.
Each week LogitRank publishes early-release hedging language data and AI query results from the LogitRank AI Visibility Index™ — real data from a live entity, released to subscribers before it goes to LinkedIn. No pitch.
Apply the methodology to your own entity.
The research published here is the same framework applied to client engagements. LogitRank's Melbourne AFSL AI Confidence Audit measures how AI platforms currently describe your practice and identifies the entity gaps that prevent consistent citation.