AEO Audit
AEO Audit: Where Does Your Business Stand in AI-Generated Answers?
The AEO Audit is the entry point to Answer Engine Optimisation (AEO) for Australian businesses. It establishes a documented baseline of how AI platforms currently describe your business — and identifies the entity gaps preventing accurate citation.
What the Audit Covers
The AEO Audit is a structured diagnostic delivered as a written report. It covers six areas of entity and AI visibility assessment.
Baseline AI Query Audit
Systematic prompt testing across five platforms — ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot — to document how your business is currently described.
Hedging Language Analysis
Identification of phrases such as "I think" or "I believe" in AI responses, which indicate low confidence in your entity data and signal gaps requiring correction.
Knowledge Graph Status Assessment
Review of your entity's current presence in Google's Knowledge Graph, including Wikidata record status and entity disambiguation clarity.
Entity Disambiguation Review
Assessment of whether AI platforms can distinguish your business from entities with similar names — a common source of incorrect or absent citations.
Schema Markup Audit
Review of existing JSON-LD structured data on your web properties, identifying missing or incorrect schema types that reduce AI platform confidence.
Prioritised Recommendations Report
A structured written report ranking identified gaps by impact, with recommended remediation actions sequenced according to the Kalicube Process™ methodology.
Deliverable: written report + 60-minute debrief call with Matthew Bilo.
Why AI Visibility Requires a Measured Baseline
Most businesses have no documented record of how AI platforms describe them. Without a baseline, optimisation work has no measurable starting point — and claimed improvements cannot be verified.
The AEO Audit addresses this directly. By running structured prompt tests before any remediation work begins, LogitRank establishes the factual state of your entity's AI footprint. Every subsequent intervention is measured against that baseline.
The audit applies the Algorithmic Trinity framework — assessing Knowledge Graph clarity, LLM training signal quality, and AI platform citation outcomes simultaneously. For a full explanation of the methodology, see the LogitRank Methodology page.
Pricing on Consultation
The AEO Audit is scoped and priced individually based on the complexity of your entity and the number of competing entities in your category. Get in touch to discuss the scope of your audit.